{"id":408242,"date":"2024-06-29T20:02:39","date_gmt":"2024-06-29T20:02:39","guid":{"rendered":"http:\/\/savepearlharbor.com\/?p=408242"},"modified":"-0001-11-30T00:00:00","modified_gmt":"-0001-11-29T21:00:00","slug":"","status":"publish","type":"post","link":"https:\/\/savepearlharbor.com\/?p=408242","title":{"rendered":"<span>\u0422\u0430\u043a \u0432\u043e\u0442 \u043a\u0442\u043e \u0432\u0441\u0435 \u044d\u0442\u0438 \u043b\u044e\u0434\u0438: DS-\u0430\u043d\u0430\u043b\u0438\u0437 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u043e\u0432 \u043e\u043f\u0440\u043e\u0441\u0430 \u043e Data Science<\/span>"},"content":{"rendered":"<div><!--[--><!--]--><\/div>\n<div id=\"post-content-body\">\n<div>\n<div><!--allrecords--> <\/p>\n<div id=\"allrecords\" class=\"t-records\" data-hook=\"blocks-collection-content-node\" data-tilda-project-id=\"14525\" data-tilda-page-id=\"22334048\" data-tilda-formskey=\"3b210738221af134cced63282d7ec63c\" data-blocks-animationoff=\"yes\">\n<div id=\"rec360849202\" class=\"r t-rec t-rec_pt_45 t-rec_pb_0\" style=\"padding-top:45px;padding-bottom:0px; 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\" data-animationappear=\"off\" data-record-type=\"126\"   > <!-- T118 --> <\/p>\n<div class=\"t118\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<hr class=\"t118__line\" style=\"background-color:#464646;opacity:1;\">         <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849206\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u0412\u0441\u0435\u0433\u043e \u0432&nbsp;\u043e\u043f\u0440\u043e\u0441\u0435 \u043f\u0440\u0438\u043d\u044f\u043b\u043e \u0443\u0447\u0430\u0441\u0442\u0438\u0435 3540&nbsp;\u0447\u0435\u043b\u043e\u0432\u0435\u043a, \u0438\u0437&nbsp;\u043a\u043e\u0442\u043e\u0440\u044b\u0445 1874&nbsp;\u0434\u043e\u0448\u043b\u0438 \u0434\u043e&nbsp;\u043a\u043e\u043d\u0446\u0430 \u0438&nbsp;\u043e\u0442\u0432\u0435\u0442\u0438\u043b\u0438 \u043d\u0430&nbsp;\u0432\u0441\u0435 \u0432\u043e\u043f\u0440\u043e\u0441\u044b. \u0418\u0445&nbsp;\u043e\u0442\u0432\u0435\u0442\u044b \u043c\u044b&nbsp;\u0438&nbsp;\u0431\u0443\u0434\u0435\u043c \u0430\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u0442\u044c. \u0412&nbsp;\u0430\u043d\u0430\u043b\u0438\u0437\u0435 \u0434\u0430\u043d\u043d\u044b\u0445 \u043c\u044b&nbsp;\u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043b\u0438 Google Sheets, R&nbsp;\u0438&nbsp;Data Studio \u043a\u0430\u043a \u0441\u0440\u0435\u0434\u0441\u0442\u0432\u043e \u0432\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438, \u043d\u043e \u043f\u0435\u0440\u0435\u0434 \u043f\u0443\u0431\u043b\u0438\u043a\u0430\u0446\u0438\u0435\u0439 \u043f\u043e\u043f\u0440\u043e\u0441\u0438\u043b\u0438 \u043d\u0430\u0448\u0435\u0433\u043e \u0434\u0438\u0437\u0430\u0439\u043d\u0435\u0440\u0430 \u043f\u0440\u0438\u0432\u0435\u0441\u0442\u0438 \u0432\u0441\u0435 \u0433\u0440\u0430\u0444\u0438\u043a\u0438 \u043a \u0435\u0434\u0438\u043d\u043e\u043c\u0443 \u0441\u0442\u0438\u043b\u044e.<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360850017\" class=\"r t-rec t-rec_pt_60 t-rec_pb_0\" style=\"padding-top:60px;padding-bottom:0px; \"  data-record-type=\"128\"   > <!-- T120 --> <\/p>\n<div class=\"t120\">\n<div class=\"t-container t-align_left\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<h2 class=\"t120__title t-heading t-heading_sm\" field=\"title\" style=\"\">\n<div style=\"font-size:32px;line-height:42px;color:#464646;\" data-customstyle=\"yes\">\u041e\u0431\u0449\u0438\u0435 \u0432\u0432\u043e\u0434\u043d\u044b\u0435<\/div>\n<\/h2><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849207\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">85%&nbsp;\u043f\u0440\u0438\u043d\u044f\u0432\u0448\u0438\u0445 \u0443\u0447\u0430\u0441\u0442\u0438\u0435 \u0432&nbsp;\u043e\u043f\u0440\u043e\u0441\u0435 \u0441\u0438\u0434\u044f\u0442 \u043d\u0430&nbsp;\u0425\u0430\u0431\u0440\u0435 \u043a\u0430\u043a \u043d\u0435\u0437\u0430\u043b\u043e\u0433\u0438\u043d\u0435\u043d\u043d\u044b\u0435 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u0438.<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360851193\" class=\"r t-rec t-rec_pt_30 t-rec_pb_30\" style=\"padding-top:30px;padding-bottom:30px; \"  data-record-type=\"3\"   > <!-- T107 --> <\/p>\n<div class=\"t107\">\n<div class=\"t-align_center\" itemscope itemtype=\"http:\/\/schema.org\/ImageObject\"><meta itemprop=\"image\" content=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild6463-6539-4030-b461-666465336266__t1.png\">    <img decoding=\"async\" src=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild6463-6539-4030-b461-666465336266__t1.png\" data-zoomable=\"yes\" data-img-zoom-url=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild6463-6539-4030-b461-666465336266__t1.png\" class=\"t107__width t-width t-width_8 t-img\" imgfield=\"img\"  \/>                  <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849208\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u0415\u0441\u043b\u0438 \u0440\u0430\u0441\u0441\u043c\u0430\u0442\u0440\u0438\u0432\u0430\u0442\u044c \u041e\u0421, \u0442\u043e, \u043a\u0430\u043a \u0438&nbsp;\u0432&nbsp;\u0446\u0435\u043b\u043e\u043c \u043f\u043e&nbsp;\u043c\u0438\u0440\u0443, \u043d\u0430\u0431\u043b\u044e\u0434\u0430\u0435\u0442\u0441\u044f \u0434\u043e\u043c\u0438\u043d\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u0435\u0439 \u0441&nbsp;Windows&nbsp;\u2014 62%, \u043f\u0440\u0438 \u044d\u0442\u043e\u043c 75% \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u0435\u0439 \u043f\u0440\u043e\u0445\u043e\u0434\u0438\u043b\u0438 \u043e\u043f\u0440\u043e\u0441 \u0441&nbsp;\u0434\u0435\u0441\u043a\u0442\u043e\u043f\u043e\u0432.<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360851416\" class=\"r t-rec t-rec_pt_30 t-rec_pb_30\" style=\"padding-top:30px;padding-bottom:30px; \"  data-record-type=\"3\"   > <!-- T107 --> <\/p>\n<div class=\"t107\">\n<div class=\"t-align_center\" itemscope itemtype=\"http:\/\/schema.org\/ImageObject\"><meta itemprop=\"image\" content=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild3363-6638-4435-b862-356631366138__t2.png\">    <img decoding=\"async\" src=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild3363-6638-4435-b862-356631366138__t2.png\" data-zoomable=\"yes\" data-img-zoom-url=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild3363-6638-4435-b862-356631366138__t2.png\" class=\"t107__width t-width t-width_8 t-img\" imgfield=\"img\"  \/>                  <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849210\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u0415\u0441\u043b\u0438 \u0440\u0430\u0441\u0441\u043c\u0430\u0442\u0440\u0438\u0432\u0430\u0442\u044c \u0440\u0430\u0441\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u0435 \u043e\u0442\u0432\u0435\u0442\u043e\u0432 \u043f\u043e&nbsp;\u0434\u0430\u0442\u0430\u043c, \u0445\u043e\u0440\u043e\u0448\u043e \u0432\u0438\u0434\u043d\u043e, \u0447\u0442\u043e \u0431\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u043e \u043e\u0442\u0432\u0435\u0442\u043e\u0432 \u043f\u0440\u0438\u0445\u043e\u0434\u0438\u0442\u0441\u044f \u043d\u0430&nbsp;\u0431\u0443\u0434\u043d\u0438\u0435 \u0434\u043d\u0438, \u0432&nbsp;\u0447\u0430\u0441\u0442\u043d\u043e\u0441\u0442\u0438 \u043d\u0430&nbsp;\u043f\u043e\u043d\u0435\u0434\u0435\u043b\u044c\u043d\u0438\u043a \u0438&nbsp;\u0432\u0442\u043e\u0440\u043d\u0438\u043a.<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360851491\" class=\"r t-rec t-rec_pt_15 t-rec_pb_15\" style=\"padding-top:15px;padding-bottom:15px; \"  data-record-type=\"3\"   > <!-- T107 --> <\/p>\n<div class=\"t107\">\n<div class=\"t-align_center\" itemscope itemtype=\"http:\/\/schema.org\/ImageObject\"><meta itemprop=\"image\" content=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild6333-6163-4439-b933-363961313430__1.png\">    <img decoding=\"async\" src=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild6333-6163-4439-b933-363961313430__1.png\" data-zoomable=\"yes\" data-img-zoom-url=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild6333-6163-4439-b933-363961313430__1.png\" class=\"t107__width t-width t-width_8 t-img\" imgfield=\"img\"  \/>                  <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360851537\" class=\"r t-rec t-rec_pt_0 t-rec_pb_15\" style=\"padding-top:0px;padding-bottom:15px; \"  data-record-type=\"3\"   > <!-- T107 --> <\/p>\n<div class=\"t107\">\n<div class=\"t-align_center\" itemscope itemtype=\"http:\/\/schema.org\/ImageObject\"><meta itemprop=\"image\" content=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild3565-6437-4337-a536-343036323762__2.png\">    <img decoding=\"async\" src=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild3565-6437-4337-a536-343036323762__2.png\" data-zoomable=\"yes\" data-img-zoom-url=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild3565-6437-4337-a536-343036323762__2.png\" class=\"t107__width t-width t-width_8 t-img\" imgfield=\"img\"  \/>                  <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849211\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u0412&nbsp;\u0442\u0435\u0447\u0435\u043d\u0438\u0435 \u0434\u043d\u044f \u0443\u0447\u0430\u0441\u0442\u043d\u0438\u043a\u0438 \u0447\u0430\u0449\u0435 \u0432\u0441\u0435\u0433\u043e \u0434\u0430\u0432\u0430\u043b\u0438 \u043e\u0442\u0432\u0435\u0442\u044b \u0432&nbsp;\u043f\u043e\u0441\u043b\u0435\u043e\u0431\u0435\u0434\u0435\u043d\u043d\u043e\u0435 \u0432\u0440\u0435\u043c\u044f. \u0423\u0447\u0438\u0442\u044b\u0432\u0430\u044f \u0432\u0441\u0451 \u043f\u0435\u0440\u0435\u0447\u0438\u0441\u043b\u0435\u043d\u043d\u043e\u0435, \u043c\u043e\u0436\u043d\u043e \u0432\u044b\u0434\u0432\u0438\u043d\u0443\u0442\u044c \u0433\u0438\u043f\u043e\u0442\u0435\u0437\u0443, \u0447\u0442\u043e \u043e\u043f\u0440\u043e\u0441 \u0431\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u043e \u043f\u0440\u043e\u0445\u043e\u0434\u0438\u043b\u043e \u0432&nbsp;\u0440\u0430\u0431\u043e\u0447\u0435\u0435 \u0432\u0440\u0435\u043c\u044f \u0438&nbsp;\u0437\u0430&nbsp;\u0440\u0430\u0431\u043e\u0447\u0438\u043c\u0438 \u043c\u0430\u0448\u0438\u043d\u0430\u043c\u0438. \u041a\u0430\u043a \u0438\u0437\u0432\u0435\u0441\u0442\u043d\u043e, \u043f\u043e\u0447\u0438\u0442\u044b\u0432\u0430\u043d\u0438\u0435 \u0425\u0430\u0431\u0440\u0430 \u043f\u043e\u0441\u043b\u0435 \u043e\u0431\u0435\u0434\u0430 \u0441\u043f\u043e\u0441\u043e\u0431\u0441\u0442\u0432\u0443\u0435\u0442 \u0440\u0430\u0431\u043e\u0447\u0435\u043c\u0443 \u0438&nbsp;\u043f\u0438\u0449\u0435\u0432\u0430\u0440\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u043c\u0443 \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u0430\u043c.<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849218\" class=\"r t-rec t-rec_pt_60 t-rec_pb_0\" style=\"padding-top:60px;padding-bottom:0px; \"  data-record-type=\"128\"   > <!-- T120 --> <\/p>\n<div class=\"t120\">\n<div class=\"t-container t-align_left\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<h2 class=\"t120__title t-heading t-heading_sm\" field=\"title\" style=\"\">\n<div style=\"font-size:32px;line-height:42px;color:#464646;\" data-customstyle=\"yes\">\u0423\u0447\u0430\u0441\u0442\u043d\u0438\u043a\u0438 \u043e\u043f\u0440\u043e\u0441\u0430 \u2014 \u043a\u0442\u043e \u043e\u043d\u0438? <\/div>\n<\/h2><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849219\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u0412&nbsp;\u043f\u0435\u0440\u0432\u044b\u0445 \u0434\u0432\u0443\u0445 \u0432\u043e\u043f\u0440\u043e\u0441\u0430\u0445 \u043c\u044b&nbsp;\u0441\u043f\u0440\u0430\u0448\u0438\u0432\u0430\u043b\u0438, \u043a\u0442\u043e \u043d\u0430\u0448\u0438 \u0443\u0447\u0430\u0441\u0442\u043d\u0438\u043a\u0438, \u043a\u0430\u043a \u0434\u0430\u0432\u043d\u043e \u043e\u043d\u0438 \u0432&nbsp;\u043f\u0440\u043e\u0444\u0435\u0441\u0441\u0438\u0438, \u0438&nbsp;\u0443\u0437\u043d\u0430\u0432\u0430\u043b\u0438 \u0440\u0430\u0437\u043c\u0435\u0440 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0439, \u0432&nbsp;\u043a\u043e\u0442\u043e\u0440\u044b\u0445 \u043e\u043d\u0438 \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0442.<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849220\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u041f\u0440\u0430\u043a\u0442\u0438\u043a\u0443\u044e\u0449\u0438\u0435&nbsp;DS \u043e\u043a\u0430\u0437\u0430\u043b\u0438\u0441\u044c \u0432&nbsp;\u043c\u0435\u043d\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u0435&nbsp;\u2014 366&nbsp;\u0447\u0435\u043b\u043e\u0432\u0435\u043a \u0438\u0437&nbsp;1874&nbsp;\u043f\u0440\u043e\u0448\u0435\u0434\u0448\u0438\u0445 \u043e\u043f\u0440\u043e\u0441. \u0422\u0430\u043a \u0447\u0442\u043e \u043c\u044b&nbsp;\u0440\u0430\u0437\u0434\u0435\u043b\u0438\u043b\u0438 \u0432\u0430\u0440\u0438\u0430\u043d\u0442\u044b \u043e\u0442\u0432\u0435\u0442\u043e\u0432 \u043d\u0430&nbsp;\u0434\u0432\u0435 \u0433\u0440\u0443\u043f\u043f\u044b (DS&nbsp;\u0438&nbsp;\u043d\u0435 DS) \u0438&nbsp;\u043f\u0440\u043e\u0430\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043b\u0438 \u0438\u0445&nbsp;\u0432&nbsp;\u0441\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u0438 \u0434\u0440\u0443\u0433 \u0441&nbsp;\u0434\u0440\u0443\u0433\u043e\u043c. \u0412&nbsp;\u043e\u0441\u043d\u043e\u0432\u043d\u043e\u043c \u0431\u043e\u043b\u044c\u0448\u043e\u0439 \u0440\u0430\u0437\u043d\u0438\u0446\u044b \u0432&nbsp;\u043e\u0442\u0432\u0435\u0442\u0430\u0445 \u043d\u0435&nbsp;\u0431\u044b\u043b\u043e, \u043d\u043e&nbsp;\u0438\u043d\u0442\u0435\u0440\u0435\u0441\u043d\u044b\u0435 \u0440\u0430\u0441\u0445\u043e\u0436\u0434\u0435\u043d\u0438\u044f \u0432\u0441\u0451&nbsp;\u0436\u0435 \u0432\u0441\u0442\u0440\u0435\u0447\u0430\u043b\u0438\u0441\u044c, \u043e&nbsp;\u0447\u0451\u043c \u0440\u0430\u0441\u0441\u043a\u0430\u0436\u0435\u043c \u043d\u0438\u0436\u0435.<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360851890\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u0418\u0437&nbsp;\u0442\u0435\u0445, \u043a\u0442\u043e \u043d\u0435&nbsp;\u0438\u043c\u0435\u0435\u0442 \u043e\u0442\u043d\u043e\u0448\u0435\u043d\u0438\u044f \u043a&nbsp;DS, \u043f\u043e\u0434\u0430\u0432\u043b\u044f\u044e\u0449\u0435\u0435 \u0431\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u043e \u0438\u043d\u0442\u0435\u0440\u0435\u0441\u0443\u0435\u0442\u0441\u044f \u0442\u0435\u043c\u043e\u0439 \u0438\u043b\u0438 \u0443\u0436\u0435 \u043f\u043b\u0430\u043d\u0438\u0440\u0443\u0435\u0442 \u043e\u0441\u0432\u043e\u0438\u0442\u044c \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u044c\u043d\u043e\u0441\u0442\u044c. \u0411\u044b\u043b\u0438 \u0438&nbsp;\u043d\u0435&nbsp;\u0441\u043e\u0432\u0441\u0435\u043c \u043e\u0431\u044b\u0447\u043d\u044b\u0435 \u0443\u0447\u0430\u0441\u0442\u043d\u0438\u043a\u0438:<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360854011\" class=\"r t-rec t-rec_pt_30 t-rec_pb_0\" style=\"padding-top:30px;padding-bottom:0px;background-color:#ffffff; \" data-animationappear=\"off\" data-record-type=\"273\"   data-bg-color=\"#ffffff\"> <!-- t254 --> <\/p>\n<div class=\"t254\">\n<div class=\"t-container\">\n<div class=\"t-row\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div class=\"t254__wrapper\">\n<div class=\"t254__icon\" style=\"color: #66a2be;\">\u201c<\/div>\n<div class=\"t254__text t-text t-text_lg\" style=\"\" field=\"text\">\n<div style=\"font-size:24px;line-height:36px;font-family:'PT Serif';\" data-customstyle=\"yes\"><strong style=\"\">\u042f&nbsp;\u0448\u043a\u043e\u043b\u044c\u043d\u0438\u043a, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0438\u0437\u0443\u0447\u0430\u0435\u0442 \u0432\u0441\u0451, \u0441\u0432\u044f\u0437\u0430\u043d\u043d\u043e\u0435 \u0441&nbsp;\u041f\u041a.<\/strong><\/div>\n<\/div>\n<div class=\"t254__author t-text t-text_xs\" style=\"\" field=\"authorname\">\n<div style=\"font-size:16px;\" data-customstyle=\"yes\"><\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360852689\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \"  data-record-type=\"3\"   > <!-- T107 --> <\/p>\n<div class=\"t107\">\n<div class=\"t-align_center\" itemscope itemtype=\"http:\/\/schema.org\/ImageObject\"><meta itemprop=\"image\" content=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild3463-3863-4365-b939-643732346334__3.png\">    <img decoding=\"async\" src=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild3463-3863-4365-b939-643732346334__3.png\" data-zoomable=\"yes\" data-img-zoom-url=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild3463-3863-4365-b939-643732346334__3.png\" class=\"t107__width t-width t-width_8 t-img\" imgfield=\"img\"  \/>                  <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849222\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u041f\u0440\u0438\u043c\u0435\u0440\u043d\u043e \u043f\u043e\u043b\u043e\u0432\u0438\u043d\u0430 \u043f\u0440\u0430\u043a\u0442\u0438\u043a\u0443\u044e\u0449\u0438\u0445 \u0441\u0430\u0439\u0435\u043d\u0442\u0438\u0441\u0442\u043e\u0432 \u0432&nbsp;\u043f\u0440\u043e\u0444\u0435\u0441\u0441\u0438\u0438 \u043e\u0442&nbsp;\u0433\u043e\u0434\u0430 \u0434\u043e&nbsp;\u0442\u0440\u0451\u0445. 59&nbsp;\u0447\u0435\u043b\u043e\u0432\u0435\u043a \u0437\u0430\u043d\u0438\u043c\u0430\u044e\u0442\u0441\u044f&nbsp;DS \u043c\u0435\u043d\u0435\u0435 \u0433\u043e\u0434\u0430, \u0438&nbsp;47&nbsp;\u0432&nbsp;\u0442\u0435\u043c\u0435 \u0443\u0436\u0435 \u0434\u0430\u0432\u043d\u043e.<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360854466\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \"  data-record-type=\"3\"   > <!-- T107 --> <\/p>\n<div class=\"t107\">\n<div class=\"t-align_center\" itemscope itemtype=\"http:\/\/schema.org\/ImageObject\"><meta itemprop=\"image\" content=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild6337-6531-4337-b935-363836633632__4.png\">    <img decoding=\"async\" src=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild6337-6531-4337-b935-363836633632__4.png\" data-zoomable=\"yes\" data-img-zoom-url=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild6337-6531-4337-b935-363836633632__4.png\" class=\"t107__width t-width t-width_8 t-img\" imgfield=\"img\"  \/>                  <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849224\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u041d\u0435&nbsp;\u043c\u0435\u043d\u0435\u0435 \u0438\u043d\u0442\u0435\u0440\u0435\u0441\u043d\u0430 \u0438&nbsp;\u0440\u0430\u0437\u0431\u0438\u0432\u043a\u0430 \u043f\u043e&nbsp;\u0440\u0430\u0437\u043c\u0435\u0440\u0443 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0439, \u0433\u0434\u0435 \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0442 \u043d\u0430\u0448\u0438 \u0443\u0447\u0430\u0441\u0442\u043d\u0438\u043a\u0438.<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360854687\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \"  data-record-type=\"3\"   > <!-- T107 --> <\/p>\n<div class=\"t107\">\n<div class=\"t-align_center\" itemscope itemtype=\"http:\/\/schema.org\/ImageObject\"><meta itemprop=\"image\" content=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild6661-6430-4065-b539-366636313362__5.png\">    <img decoding=\"async\" src=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild6661-6430-4065-b539-366636313362__5.png\" data-zoomable=\"yes\" data-img-zoom-url=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild6661-6430-4065-b539-366636313362__5.png\" class=\"t107__width t-width t-width_8 t-img\" imgfield=\"img\"  \/>                  <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849225\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">35% DS&nbsp;\u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0442 \u0432&nbsp;\u043a\u0440\u0443\u043f\u043d\u044b\u0445 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u044f\u0445. \u041d\u0430&nbsp;\u0432\u0442\u043e\u0440\u043e\u043c \u043c\u0435\u0441\u0442\u0435 \u043d\u0435\u0431\u043e\u043b\u044c\u0448\u0438\u0435 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438, \u0438&nbsp;\u0437\u0430\u043c\u044b\u043a\u0430\u0435\u0442 \u0442\u0440\u043e\u0439\u043a\u0443 \u043b\u0438\u0434\u0435\u0440\u043e\u0432 \u044d\u043d\u0442\u0435\u0440\u043f\u0440\u0430\u0439\u0437 \u0441&nbsp;15% \u043e\u043f\u0440\u043e\u0448\u0435\u043d\u043d\u044b\u0445.<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849226\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">11% DS&nbsp;\u0441\u0444\u043e\u0440\u043c\u0438\u0440\u043e\u0432\u0430\u043b\u0438 \u0441\u0442\u0430\u044e \u043e\u0434\u0438\u043d\u043e\u043a\u0438\u0445 \u0432\u043e\u043b\u043a\u043e\u0432. \u041f\u0440\u0438 \u044d\u0442\u043e\u043c \u0441\u0440\u0435\u0434\u0438 \u043d\u0438\u0445 \u0435\u0441\u0442\u044c \u043a\u0430\u043a \u0442\u0435, \u043a\u0442\u043e \u0432&nbsp;\u043f\u0440\u043e\u0444\u0435\u0441\u0441\u0438\u0438 \u043e\u0442&nbsp;\u0433\u043e\u0434\u0430, \u0442\u0430\u043a \u0438&nbsp;\u0442\u0435, \u043a\u0442\u043e \u0437\u0430\u043d\u0438\u043c\u0430\u0435\u0442\u0441\u044f \u0440\u0430\u0431\u043e\u0442\u043e\u0439 \u0441&nbsp;\u0434\u0430\u043d\u043d\u044b\u043c\u0438 \u0443\u0436\u0435 \u0434\u0430\u0432\u043d\u043e.<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360854888\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \"  data-record-type=\"3\"   > <!-- T107 --> <\/p>\n<div class=\"t107\">\n<div class=\"t-align_center\" itemscope itemtype=\"http:\/\/schema.org\/ImageObject\"><meta itemprop=\"image\" content=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild3230-3362-4235-b261-653435396534__6.png\">    <img decoding=\"async\" src=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild3230-3362-4235-b261-653435396534__6.png\" data-zoomable=\"yes\" data-img-zoom-url=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild3230-3362-4235-b261-653435396534__6.png\" class=\"t107__width t-width t-width_8 t-img\" imgfield=\"img\"  \/>    <\/p>\n<div class=\"t-container_8\">\n<div class=\"t-col t-col_8 t107__title t-text\" style=\"\" field=\"title\" itemprop=\"name\">\u0420\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u044b \u0434\u043b\u044f DS<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849227\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u0421\u0440\u0435\u0434\u0438 \u0438\u043d\u0442\u0435\u0440\u0435\u0441\u0443\u044e\u0449\u0438\u0445\u0441\u044f 27% \u043e\u0434\u0438\u043d\u043e\u043a\u0438\u0445 \u0432\u043e\u043b\u043a\u043e\u0432 \u0438&nbsp;\u043f\u0440\u0438\u043c\u0435\u0440\u043d\u043e \u0441\u0442\u043e\u043b\u044c\u043a\u043e&nbsp;\u0436\u0435 \u0441\u043e\u0442\u0440\u0443\u0434\u043d\u0438\u043a\u043e\u0432 \u043a\u0440\u0443\u043f\u043d\u044b\u0445 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0439.<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849228\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u0414\u043e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u043e \u0438\u043d\u0442\u0435\u0440\u0435\u0441\u043d\u043e\u0435 \u0440\u0430\u0441\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u0435, \u0438&nbsp;\u0432&nbsp;\u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0435\u043c \u043f\u0443\u043d\u043a\u0442\u0435 \u043e\u043d\u043e \u0442\u043e\u0436\u0435 \u0441\u0435\u0431\u044f \u043f\u0440\u043e\u044f\u0432\u0438\u0442.<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360855160\" class=\"r t-rec t-rec_pt_15 t-rec_pb_0\" style=\"padding-top:15px;padding-bottom:0px; \"  data-record-type=\"3\"   > <!-- T107 --> <\/p>\n<div class=\"t107\">\n<div class=\"t-align_center\" itemscope itemtype=\"http:\/\/schema.org\/ImageObject\"><meta itemprop=\"image\" content=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild6632-6162-4365-b936-636532373131__7.png\">    <img decoding=\"async\" src=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild6632-6162-4365-b936-636532373131__7.png\" data-zoomable=\"yes\" data-img-zoom-url=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild6632-6162-4365-b936-636532373131__7.png\" class=\"t107__width t-width t-width_8 t-img\" imgfield=\"img\"  \/>    <\/p>\n<div class=\"t-container_8\">\n<div class=\"t-col t-col_8 t107__title t-text\" style=\"\" field=\"title\" itemprop=\"name\">\u0420\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u044b \u0434\u043b\u044f \u043d\u0435 DS<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849230\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u0421\u0440\u0435\u0434\u0438 \u0442\u0435\u0445, \u043a\u0442\u043e \u0442\u043e\u043b\u044c\u043a\u043e \u0438\u043d\u0442\u0435\u0440\u0435\u0441\u0443\u0435\u0442\u0441\u044f \u0442\u0435\u043c\u043e\u0439 DS, \u043e\u0434\u0438\u043d\u043e\u043a\u0438\u0445 \u0432\u043e\u043b\u043a\u043e\u0432 \u043c\u0435\u043d\u044c\u0448\u0435, \u0447\u0435\u043c \u0441\u0440\u0435\u0434\u0438 \u0442\u0435\u0445, \u043a\u0442\u043e \u043f\u043b\u0430\u043d\u0438\u0440\u0443\u0435\u0442 \u043e\u0441\u0432\u043e\u0438\u0442\u044c \u043f\u0440\u043e\u0444\u0435\u0441\u0441\u0438\u044e,&nbsp;\u2014 27% \u043f\u0440\u043e\u0442\u0438\u0432 35% \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0435\u043d\u043d\u043e. \u0412\u0438\u0434\u0438\u043c\u043e, \u0447\u0435\u043c \u0433\u043b\u0443\u0431\u0436\u0435 \u043f\u043e\u0433\u0440\u0443\u0436\u0430\u0435\u0448\u044c\u0441\u044f \u0432&nbsp;\u0441\u043f\u0435\u0446\u0438\u0444\u0438\u043a\u0443, \u0442\u0435\u043c \u0431\u043e\u043b\u044c\u0448\u0435 \u043c\u0430\u0442\u0435\u0440\u0435\u0435\u0448\u044c.<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849231\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u0412&nbsp;\u043f\u0440\u0435\u0434\u043b\u043e\u0436\u0435\u043d\u043d\u044b\u0445 \u0432\u0430\u0440\u0438\u0430\u043d\u0442\u0430\u0445 \u043e\u0442\u0432\u0435\u0442\u043e\u0432 \u0431\u044b\u043b\u0438 \u043f\u0440\u043e\u043f\u0443\u0449\u0435\u043d\u044b \u043d\u0435\u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0433\u0440\u0430\u0434\u0430\u0446\u0438\u0438 \u0440\u0430\u0437\u043c\u0435\u0440\u043e\u0432 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0439, \u043e&nbsp;\u0447\u0451\u043c \u043c\u043d\u043e\u0433\u0438\u0435 \u0443\u043f\u043e\u043c\u044f\u043d\u0443\u043b\u0438 \u0432&nbsp;\u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u044f\u0445 \u043a&nbsp;\u043e\u0442\u0432\u0435\u0442\u0443. \u0418\u0437&nbsp;\u0442\u0435\u0445, \u043a\u0442\u043e \u0432\u044b\u0431\u0440\u0430\u043b \u0441\u0432\u043e\u0439 \u0432\u0430\u0440\u0438\u0430\u043d\u0442, \u0431\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u043e&nbsp;DS \u0443\u043a\u0430\u0437\u0430\u043b\u043e, \u0447\u0442\u043e \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u0432&nbsp;\u043d\u0435\u0431\u043e\u043b\u044c\u0448\u0438\u0445 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u044f\u0445 \u043f\u043e&nbsp;10\u201320 \u0447\u0435\u043b\u043e\u0432\u0435\u043a \u0438&nbsp;\u0441\u0442\u0430\u0440\u0442\u0430\u043f\u0430\u0445, \u0432&nbsp;\u0442\u043e&nbsp;\u0432\u0440\u0435\u043c\u044f \u043a\u0430\u043a \u0438\u043d\u0442\u0435\u0440\u0435\u0441\u0443\u044e\u0449\u0438\u0435\u0441\u044f \u0441\u0435\u0439\u0447\u0430\u0441 \u043e\u0431\u0443\u0447\u0430\u044e\u0442\u0441\u044f \u0438\u043b\u0438 \u043d\u0430\u0445\u043e\u0434\u044f\u0442\u0441\u044f \u0432&nbsp;\u043f\u043e\u0438\u0441\u043a\u0435 \u0440\u0430\u0431\u043e\u0442\u044b. \u042d\u0442\u043e \u043a\u043e\u0440\u0440\u0435\u043b\u0438\u0440\u0443\u0435\u0442 \u0441&nbsp;\u043f\u0440\u0435\u0434\u044b\u0434\u0443\u0449\u0438\u043c \u043f\u0443\u043d\u043a\u0442\u043e\u043c, \u0441\u043e\u0433\u043b\u0430\u0441\u043d\u043e \u043a\u043e\u0442\u043e\u0440\u043e\u043c\u0443, \u043a\u0430\u043a \u043c\u044b&nbsp;\u043f\u043e\u043c\u043d\u0438\u043c, \u0441\u0440\u0435\u0434\u0438 \u0438\u043d\u0442\u0435\u0440\u0435\u0441\u0443\u044e\u0449\u0438\u0445\u0441\u044f \u043f\u043e\u0440\u043e\u0432\u043d\u0443 \u0442\u0435\u0445, \u043a\u0442\u043e \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u0432&nbsp;\u043a\u043e\u043c\u043f\u0430\u043d\u0438\u044f\u0445, \u0438&nbsp;\u043e\u0434\u0438\u043d\u043e\u043a\u0438\u0445 \u0432\u043e\u043b\u043a\u043e\u0432. \u041c\u043e\u0436\u043d\u043e \u043f\u0440\u0435\u0434\u043f\u043e\u043b\u043e\u0436\u0438\u0442\u044c, \u0447\u0442\u043e \u043e\u0434\u0438\u043d\u043e\u043a\u0438\u0435 \u0432\u043e\u043b\u043a\u0438&nbsp;\u2014 \u044d\u0442\u043e \u0442\u0435, \u043a\u0442\u043e \u0438\u0449\u0435\u0442 \u0441\u0432\u043e\u044e \u043f\u0435\u0440\u0432\u0443\u044e \u0440\u0430\u0431\u043e\u0442\u0443, \u0432&nbsp;\u0442\u043e&nbsp;\u0432\u0440\u0435\u043c\u044f \u043a\u0430\u043a \u0442\u0435, \u043a\u0442\u043e \u0443\u0436\u0435 \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442, \u043f\u043b\u0430\u043d\u0438\u0440\u0443\u044e\u0442 \u0441\u043c\u0435\u043d\u0443 \u0434\u0435\u044f\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438. <\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360855671\" class=\"r t-rec t-rec_pt_45 t-rec_pb_0\" style=\"padding-top:45px;padding-bottom:0px; \"  data-record-type=\"65\"   > <!-- T056 --> <\/p>\n<div class=\"t056\">\n<div class=\"t-container t-align_left\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<h3 class=\"t056__title t-name t-name_xl\" field=\"title\" style=\"color:#ff0000;\">\n<div style=\"font-size:24px;line-height:32px;color:#343434;\" data-customstyle=\"yes\">\u041f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u043e&nbsp;\u043f\u0440\u043e\u0444\u0435\u0441\u0441\u0438\u0438<\/div>\n<\/h3><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360861079\" class=\"r t-rec t-rec_pt_15 t-rec_pb_0\" style=\"padding-top:15px;padding-bottom:0px; \"  data-record-type=\"65\"   > <!-- T056 --> <\/p>\n<div class=\"t056\">\n<div class=\"t-container t-align_left\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div class=\"t056__title t-name t-name_xl\" field=\"title\" style=\"\">\n<div style=\"font-size:20px;line-height:32px;font-family:'Fira Sans';color:#343434;\" data-customstyle=\"yes\"><span style=\"font-weight: 500;\">\u041a\u0442\u043e \u0434\u043e\u043b\u0436\u0435\u043d \u0437\u0430\u043d\u0438\u043c\u0430\u0442\u044c\u0441\u044f \u0430\u043d\u0430\u043b\u0438\u0437\u043e\u043c \u0434\u0430\u043d\u043d\u044b\u0445<\/span><\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849237\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\"> \u041e\u0442\u0432\u0435\u0442\u044b \u0440\u0430\u0441\u043f\u0440\u0435\u0434\u0435\u043b\u0438\u043b\u0438\u0441\u044c \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u043c \u043e\u0431\u0440\u0430\u0437\u043e\u043c:<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360855949\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \"  data-record-type=\"3\"   > <!-- T107 --> <\/p>\n<div class=\"t107\">\n<div class=\"t-align_center\" itemscope itemtype=\"http:\/\/schema.org\/ImageObject\"><meta itemprop=\"image\" content=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild3638-6333-4162-b831-646464396237__8.png\">    <img decoding=\"async\" src=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild3638-6333-4162-b831-646464396237__8.png\" data-zoomable=\"yes\" data-img-zoom-url=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild3638-6333-4162-b831-646464396237__8.png\" class=\"t107__width t-width t-width_8 t-img\" imgfield=\"img\"  \/>                  <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849238\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">49% DS&nbsp;\u0441\u0447\u0438\u0442\u0430\u0435\u0442, \u0447\u0442\u043e \u0430\u043d\u0430\u043b\u0438\u0437\u043e\u043c \u0434\u0430\u043d\u043d\u044b\u0445 \u0432&nbsp;\u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438 \u0434\u043e\u043b\u0436\u043d\u044b \u0437\u0430\u043d\u0438\u043c\u0430\u0442\u044c\u0441\u044f \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u043f\u043e\u0434\u0440\u0430\u0437\u0434\u0435\u043b\u0435\u043d\u0438\u0439. \u0411\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u043e \u043d\u0435&nbsp;DS (40%) \u043f\u0440\u0438\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u044e\u0442\u0441\u044f \u0442\u043e\u0433\u043e&nbsp;\u0436\u0435 \u043c\u043d\u0435\u043d\u0438\u044f.<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849239\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u041d\u0430&nbsp;\u0432\u0442\u043e\u0440\u043e\u043c \u043c\u0435\u0441\u0442\u0435 \u0432\u0430\u0440\u0438\u0430\u043d\u0442 \u00ab\u0441\u043f\u0435\u0446\u0438\u0430\u043b\u044c\u043d\u043e\u0435 \u043f\u043e\u0434\u0440\u0430\u0437\u0434\u0435\u043b\u0435\u043d\u0438\u0435\u00bb. \u0413\u043e\u043b\u043e\u0441\u0430 \u0440\u0430\u0441\u043f\u0440\u0435\u0434\u0435\u043b\u0438\u043b\u0438\u0441\u044c \u043f\u043e\u0440\u043e\u0432\u043d\u0443&nbsp;\u2014 32\u221235% \u0441\u0440\u0435\u0434\u0438 \u0432\u0441\u0435\u0445 \u043e\u043f\u0440\u043e\u0448\u0435\u043d\u043d\u044b\u0445. <\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360856182\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u0422\u0430\u043a\u0436\u0435 \u0440\u0430\u0434\u0443\u0435\u0442 \u0442\u043e, \u0447\u0442\u043e \u043c\u0435\u043d\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u043e \u0443\u0447\u0430\u0441\u0442\u043d\u0438\u043a\u043e\u0432 \u0438\u0437&nbsp;\u043e\u0431\u0435\u0438\u0445 \u0433\u0440\u0443\u043f\u043f \u0445\u043e\u0442\u044f\u0442 \u0434\u0435\u043b\u0435\u0433\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u044d\u0442\u0443 \u0437\u0430\u0434\u0430\u0447\u0443 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0441\u0442\u0430\u043c.<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360856258\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u0411\u044b\u043b\u0438 \u0438&nbsp;\u043d\u0435&nbsp;\u0441\u0430\u043c\u044b\u0435 \u043e\u0447\u0435\u0432\u0438\u0434\u043d\u044b\u0435 \u043e\u0442\u0432\u0435\u0442\u044b:<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360856327\" class=\"r t-rec t-rec_pt_30 t-rec_pb_0\" style=\"padding-top:30px;padding-bottom:0px;background-color:#ffffff; \" data-animationappear=\"off\" data-record-type=\"273\"   data-bg-color=\"#ffffff\"> <!-- t254 --> <\/p>\n<div class=\"t254\">\n<div class=\"t-container\">\n<div class=\"t-row\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div class=\"t254__wrapper\">\n<div class=\"t254__icon\" style=\"color: #66a2be;\">\u201c<\/div>\n<div class=\"t254__text t-text t-text_lg\" style=\"\" field=\"text\">\n<div style=\"font-size:24px;line-height:36px;font-family:'PT Serif';\" data-customstyle=\"yes\"><strong style=\"\">\u0427\u0435\u043b\u043e\u0432\u0435\u043a \u0441&nbsp;\u0430\u043d\u0430\u043b\u0438\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u043c \u0441\u043a\u043b\u0430\u0434\u043e\u043c \u0443\u043c\u0430, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u043c\u043e\u0436\u0435\u0442 \u0438\u0437&nbsp;\u0432\u0441\u0435\u0445 \u043c\u0435\u0441\u0442 \u043d\u0430&nbsp;\u043f\u0430\u0440\u043a\u043e\u0432\u043a\u0430\u0445 \u0432\u043e&nbsp;\u0432\u0441\u0451\u043c \u0433\u043e\u0440\u043e\u0434\u0435 \u043f\u043e\u043d\u044f\u0442\u044c, \u043a\u0442\u043e \u043a\u0443\u0434\u0430 \u043f\u043e\u0435\u0434\u0435\u0442 \u0434\u043e\u043c\u043e\u0439.<\/strong><\/div>\n<\/div>\n<div class=\"t254__author t-text t-text_xs\" style=\"\" field=\"authorname\">\n<div style=\"font-size:16px;\" data-customstyle=\"yes\"><\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360861321\" class=\"r t-rec t-rec_pt_30 t-rec_pb_0\" style=\"padding-top:30px;padding-bottom:0px; \"  data-record-type=\"65\"   > <!-- T056 --> <\/p>\n<div class=\"t056\">\n<div class=\"t-container t-align_left\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div class=\"t056__title t-name t-name_xl\" field=\"title\" style=\"\">\n<div style=\"font-size:20px;line-height:32px;font-family:'Fira Sans';color:#343434;\" data-customstyle=\"yes\">\u041a\u0442\u043e \u0434\u043e\u043b\u0436\u0435\u043d \u0437\u0430\u043d\u0438\u043c\u0430\u0442\u044c\u0441\u044f \u043f\u043e\u0434\u0433\u043e\u0442\u043e\u0432\u043a\u043e\u0439 \u0434\u0430\u043d\u043d\u044b\u0445<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849241\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">47% \u043e\u043f\u0440\u043e\u0448\u0435\u043d\u043d\u044b\u0445 \u0432\u044b\u0431\u0440\u0430\u043b\u0438 \u0434\u0430\u0442\u0430-\u0438\u043d\u0436\u0435\u043d\u0435\u0440\u0430, 19% \u2014 ETL.<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360856888\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u041a\u0430\u043c\u043d\u0435\u043c \u043f\u0440\u0435\u0442\u043a\u043d\u043e\u0432\u0435\u043d\u0438\u044f \u0432&nbsp;\u0434\u0430\u043d\u043d\u043e\u043c \u0432\u043e\u043f\u0440\u043e\u0441\u0435 \u0432\u044b\u0441\u0442\u0443\u043f\u0438\u043b Data Analyst: 3% DS&nbsp;\u0438&nbsp;17% \u043d\u0435&nbsp;DS \u0443\u043a\u0430\u0437\u0430\u043b\u0438, \u0447\u0442\u043e \u0434\u0430\u043d\u043d\u044b\u0435 \u0434\u043e\u043b\u0436\u0435\u043d \u043f\u043e\u0434\u0433\u043e\u0442\u0430\u0432\u043b\u0438\u0432\u0430\u0442\u044c \u0430\u043d\u0430\u043b\u0438\u0442\u0438\u043a. \u0414\u043e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u043e \u0431\u043e\u043b\u044c\u0448\u0430\u044f \u0440\u0430\u0437\u043d\u0438\u0446\u0430 \u0432&nbsp;\u043e\u0442\u0432\u0435\u0442\u0430\u0445, \u0441\u043a\u043e\u0440\u0435\u0435 \u0432\u0441\u0435\u0433\u043e, \u0432\u044b\u0437\u0432\u0430\u043d\u0430 \u044d\u043b\u0435\u043c\u0435\u043d\u0442\u0430\u0440\u043d\u043e \u0431<em>\u043e<\/em>\u043b\u044c\u0448\u0438\u043c \u043e\u043f\u044b\u0442\u043e\u043c \u043f\u0440\u0430\u043a\u0442\u0438\u043a\u0443\u044e\u0449\u0438\u0445&nbsp;DS \u0432&nbsp;\u044d\u0442\u043e\u0439 \u0441\u0444\u0435\u0440\u0435.<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360856925\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \"  data-record-type=\"3\"   > <!-- T107 --> <\/p>\n<div class=\"t107\">\n<div class=\"t-align_center\" itemscope itemtype=\"http:\/\/schema.org\/ImageObject\"><meta itemprop=\"image\" content=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild3765-3033-4761-a635-333836336436__9.png\">    <img decoding=\"async\" src=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild3765-3033-4761-a635-333836336436__9.png\" data-zoomable=\"yes\" data-img-zoom-url=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild3765-3033-4761-a635-333836336436__9.png\" class=\"t107__width t-width t-width_8 t-img\" imgfield=\"img\"  \/>                  <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360861409\" class=\"r t-rec t-rec_pt_30 t-rec_pb_0\" style=\"padding-top:30px;padding-bottom:0px; \"  data-record-type=\"65\"   > <!-- T056 --> <\/p>\n<div class=\"t056\">\n<div class=\"t-container t-align_left\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div class=\"t056__title t-name t-name_xl\" field=\"title\" style=\"\">\n<div style=\"font-size:20px;line-height:32px;font-family:'Fira Sans';color:#343434;\" data-customstyle=\"yes\">\u041a\u0442\u043e \u0434\u043e\u043b\u0436\u0435\u043d \u0437\u0430\u043d\u0438\u043c\u0430\u0442\u044c\u0441\u044f \u0440\u0430\u0437\u043c\u0435\u0442\u043a\u043e\u0439 \u0434\u0430\u043d\u043d\u044b\u0445<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849243\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u0411\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u043e \u043f\u043e\u0440\u0443\u0447\u0438\u043b\u043e \u044d\u0442\u0443 \u0437\u0430\u0434\u0430\u0447\u0443 \u0438\u043d\u0436\u0435\u043d\u0435\u0440\u0443 \u0438&nbsp;\u0441\u0430\u0439\u0435\u043d\u0442\u0438\u0441\u0442\u0443. \u0418&nbsp;\u0442\u0430\u043a&nbsp;\u0436\u0435, \u043a\u0430\u043a \u0438&nbsp;\u0432&nbsp;\u043f\u0440\u043e\u0448\u043b\u044b\u0439 \u0440\u0430\u0437, \u043f\u0440\u0438\u043b\u0435\u0442\u0435\u043b\u0430 \u043f\u0430\u0440\u0430 \u043d\u043e\u0432\u044b\u0445 \u0442\u0430\u0441\u043e\u043a \u043d\u0430&nbsp;\u0430\u043d\u0430\u043b\u0438\u0442\u0438\u043a\u0430. 13% DS&nbsp;\u0438&nbsp;27% \u043d\u0435&nbsp;DS \u0434\u0435\u043b\u0435\u0433\u0438\u0440\u043e\u0432\u0430\u043b\u0438 \u044d\u0442\u0443 \u0437\u0430\u0434\u0430\u0447\u0443 \u0438\u043c\u0435\u043d\u043d\u043e \u0435\u043c\u0443.<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849244\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">27% \u0441\u0440\u0435\u0434\u0438 \u0442\u0435\u0445, \u043a\u0442\u043e \u043d\u0435&nbsp;\u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u0432&nbsp;DS, \u043c\u043e\u0436\u043d\u043e \u0431\u044b\u043b\u043e&nbsp;\u0431\u044b \u043f\u043e\u043d\u044f\u0442\u044c. \u041d\u043e&nbsp;13% \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u0438\u0441\u0442\u043e\u0432&nbsp;\u2014 \u0434\u043e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u043e \u0432\u044b\u0441\u043e\u043a\u0438\u0439 \u043f\u0440\u043e\u0446\u0435\u043d\u0442. \u0412\u0430\u0440\u0438\u0430\u043d\u0442\u0430 \u0432\u0438\u0434\u0438\u0442\u0441\u044f \u0442\u043e\u043b\u044c\u043a\u043e \u0434\u0432\u0430: \u043d\u0435\u0434\u043e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u0430\u044f \u043a\u0432\u0430\u043b\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u044f \u0438\u043b\u0438 \u043b\u0438\u0447\u043d\u0430\u044f \u043d\u0435\u043f\u0440\u0438\u044f\u0437\u043d\u044c.<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360857322\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \"  data-record-type=\"3\"   > <!-- T107 --> <\/p>\n<div class=\"t107\">\n<div class=\"t-align_center\" itemscope itemtype=\"http:\/\/schema.org\/ImageObject\"><meta itemprop=\"image\" content=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild3037-3733-4433-b663-353938613638__10.png\">    <img decoding=\"async\" src=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild3037-3733-4433-b663-353938613638__10.png\" data-zoomable=\"yes\" data-img-zoom-url=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild3037-3733-4433-b663-353938613638__10.png\" class=\"t107__width t-width t-width_8 t-img\" imgfield=\"img\"  \/>                  <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360861455\" class=\"r t-rec t-rec_pt_30 t-rec_pb_0\" style=\"padding-top:30px;padding-bottom:0px; \"  data-record-type=\"65\"   > <!-- T056 --> <\/p>\n<div class=\"t056\">\n<div class=\"t-container t-align_left\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div class=\"t056__title t-name t-name_xl\" field=\"title\" style=\"\">\n<div style=\"font-size:20px;line-height:32px;font-family:'Fira Sans';color:#343434;\" data-customstyle=\"yes\">\u041a\u0442\u043e \u0434\u043e\u043b\u0436\u0435\u043d \u0437\u0430\u043d\u0438\u043c\u0430\u0442\u044c\u0441\u044f \u0440\u0430\u0431\u043e\u0442\u043e\u0439 \u0441&nbsp;\u0434\u0430\u043d\u043d\u044b\u043c\u0438<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849246\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u041d\u0430&nbsp;\u044d\u0442\u043e\u0442 \u0432\u043e\u043f\u0440\u043e\u0441 \u0441\u043e\u043e\u0431\u0449\u0435\u0441\u0442\u0432\u043e \u043e\u0442\u0432\u0435\u0442\u0438\u043b\u043e \u043f\u0440\u0430\u043a\u0442\u0438\u0447\u0435\u0441\u043a\u0438 \u0435\u0434\u0438\u043d\u043e\u0433\u043b\u0430\u0441\u043d\u043e: \u0440\u0430\u0431\u043e\u0442\u043e\u0439 \u0441&nbsp;\u0434\u0430\u043d\u043d\u044b\u043c\u0438 \u0434\u043e\u043b\u0436\u0435\u043d \u0437\u0430\u043d\u0438\u043c\u0430\u0442\u044c\u0441\u044f&nbsp;DS. \u041d\u043e&nbsp;\u0432&nbsp;22% \u0441\u043b\u0443\u0447\u0430\u0435\u0432 \u043c\u043e\u0436\u0435\u0442 \u0438&nbsp;\u0431\u0438\u0437\u043d\u0435\u0441-\u0430\u043d\u0430\u043b\u0438\u0442\u0438\u043a. \u0415\u0441\u043b\u0438 \u0442\u043e\u043b\u043a\u043e\u0432\u044b\u0439.<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360857808\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \"  data-record-type=\"3\"   > <!-- T107 --> <\/p>\n<div class=\"t107\">\n<div class=\"t-align_center\" itemscope itemtype=\"http:\/\/schema.org\/ImageObject\"><meta itemprop=\"image\" content=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild3661-3539-4332-a139-333038343831__11.png\">    <img decoding=\"async\" src=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild3661-3539-4332-a139-333038343831__11.png\" data-zoomable=\"yes\" data-img-zoom-url=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild3661-3539-4332-a139-333038343831__11.png\" class=\"t107__width t-width t-width_8 t-img\" imgfield=\"img\"  \/>                  <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360861583\" class=\"r t-rec t-rec_pt_30 t-rec_pb_0\" style=\"padding-top:30px;padding-bottom:0px; \"  data-record-type=\"65\"   > <!-- T056 --> <\/p>\n<div class=\"t056\">\n<div class=\"t-container t-align_left\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div class=\"t056__title t-name t-name_xl\" field=\"title\" style=\"\">\n<div style=\"font-size:20px;line-height:32px;font-family:'Fira Sans';color:#343434;\" data-customstyle=\"yes\">\u0415\u0441\u0442\u044c&nbsp;\u043b\u0438 \u0440\u0430\u0437\u043d\u0438\u0446\u0430 \u043c\u0435\u0436\u0434\u0443 Data Engineer, Data Scientist \u0438&nbsp;Data Analyst<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360992996\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u0417\u0434\u0435\u0441\u044c \u0441\u043e\u043e\u0431\u0449\u0435\u0441\u0442\u0432\u043e \u0432\u044b\u0441\u0442\u0443\u043f\u0438\u043b\u043e \u043a\u043e\u043d\u0441\u043e\u043b\u0438\u0434\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e. \u041f\u0440\u0435\u043e\u0431\u043b\u0430\u0434\u0430\u044e\u0449\u0435\u0435 \u0431\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u043e \u0432\u0438\u0434\u0438\u0442 \u0440\u0430\u0437\u043b\u0438\u0447\u0438\u044f \u0432&nbsp;\u0442\u0440\u0451\u0445 \u043f\u0440\u043e\u0444\u0435\u0441\u0441\u0438\u044f\u0445. 73% DS&nbsp;\u0438&nbsp;66% \u0442\u0435\u0445, \u043a\u0442\u043e \u043d\u0435&nbsp;\u0441\u0432\u044f\u0437\u0430\u043d \u0441&nbsp;DS, \u0443\u043a\u0430\u0437\u0430\u043b\u0438, \u0447\u0442\u043e \u044d\u0442\u043e \u0442\u0440\u0438 \u0440\u0430\u0437\u043d\u044b\u0435 \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u044c\u043d\u043e\u0441\u0442\u0438. \u0412\u043f\u0440\u043e\u0447\u0435\u043c, \u043a\u0430\u043a \u0438&nbsp;\u043f\u043e\u043b\u0430\u0433\u0430\u0435\u0442\u0441\u044f, \u043a\u0430\u0436\u0434\u044b\u0439 \u0438\u0437&nbsp;\u043d\u0438\u0445 \u0434\u043e\u043b\u0436\u0435\u043d \u0437\u043d\u0430\u0442\u044c \u043f\u0440\u0435\u0434\u043c\u0435\u0442\u043d\u0443\u044e \u043e\u0431\u043b\u0430\u0441\u0442\u044c \u0434\u0440\u0443\u0433\u0438\u0445, \u043e&nbsp;\u0447\u0451\u043c \u043c\u043d\u043e\u0433\u0438\u0435 \u043d\u0430\u043f\u0438\u0441\u0430\u043b\u0438 \u0432&nbsp;\u0441\u0432\u043e\u0438\u0445 \u0432\u0430\u0440\u0438\u0430\u043d\u0442\u0430\u0445:<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360858118\" class=\"r t-rec t-rec_pt_30 t-rec_pb_0\" style=\"padding-top:30px;padding-bottom:0px;background-color:#ffffff; \" data-animationappear=\"off\" data-record-type=\"273\"   data-bg-color=\"#ffffff\"> <!-- t254 --> <\/p>\n<div class=\"t254\">\n<div class=\"t-container\">\n<div class=\"t-row\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div class=\"t254__wrapper\">\n<div class=\"t254__icon\" style=\"color: #66a2be;\">\u201c<\/div>\n<div class=\"t254__text t-text t-text_lg\" style=\"\" field=\"text\">\n<div style=\"font-size:24px;line-height:36px;font-family:'PT Serif';\" data-customstyle=\"yes\"><strong>\u042d\u0442\u043e \u0440\u0430\u0437\u043d\u044b\u0435 \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u044c\u043d\u043e\u0441\u0442\u0438, \u043d\u043e&nbsp;\u043d\u0435&nbsp;\u0441\u043e\u0432\u0435\u0440\u0448\u0435\u043d\u043d\u043e \u0440\u0430\u0437\u043d\u044b\u0435. \u0412&nbsp;\u0438\u0434\u0435\u0430\u043b\u0435 \u0434\u0430\u0442\u0430-\u0441\u0430\u0439\u0435\u043d\u0442\u0438\u0441\u0442 \u0434\u043e\u043b\u0436\u0435\u043d \u043d\u0435\u043c\u043d\u043e\u0433\u043e \u0443\u043c\u0435\u0442\u044c \u0438&nbsp;\u0432&nbsp;\u0434\u0430\u0442\u0430-\u0438\u043d\u0436\u0435\u043d\u0435\u0440\u0441\u0442\u0432\u043e.<\/strong><\/div>\n<\/div>\n<div class=\"t254__author t-text t-text_xs\" style=\"\" field=\"authorname\">\n<div style=\"font-size:16px;\" data-customstyle=\"yes\"><\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360858212\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px;background-color:#ffffff; \" data-animationappear=\"off\" data-record-type=\"273\"   data-bg-color=\"#ffffff\"> <!-- t254 --> <\/p>\n<div class=\"t254\">\n<div class=\"t-container\">\n<div class=\"t-row\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div class=\"t254__wrapper\">\n<div class=\"t254__icon\" style=\"color: #66a2be;\">\u201c<\/div>\n<div class=\"t254__text t-text t-text_lg\" style=\"\" field=\"text\">\n<div style=\"font-size:24px;line-height:36px;font-family:'PT Serif';\" data-customstyle=\"yes\"><strong>Data Scientist \u0438&nbsp;\u0430\u043d\u0430\u043b\u0438\u0442\u0438\u043a&nbsp;\u2014 \u0441\u043c\u0435\u0436\u043d\u044b\u0435 \u043f\u0440\u043e\u0444\u0435\u0441\u0441\u0438\u0438, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043c\u043e\u0436\u0435\u0442 \u0441\u043e\u0432\u043c\u0435\u0449\u0430\u0442\u044c \u043e\u0434\u0438\u043d \u0447\u0435\u043b\u043e\u0432\u0435\u043a. Data Engineer<strong data-redactor-tag=\"strong\">&nbsp;\u2014<\/strong> \u0441\u043c\u0435\u0436\u043d\u0430\u044f, \u043d\u043e&nbsp;\u043e\u0442\u043b\u0438\u0447\u0430\u044e\u0449\u0430\u044f\u0441\u044f \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u044c\u043d\u043e\u0441\u0442\u044c&nbsp;\u2014 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u044b\u0439 \u043f\u0443\u0442\u044c \u0440\u0430\u0437\u0432\u0438\u0442\u0438\u044f \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u0430.<\/strong><\/div>\n<\/div>\n<div class=\"t254__author t-text t-text_xs\" style=\"\" field=\"authorname\">\n<div style=\"font-size:16px;\" data-customstyle=\"yes\"><\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360858231\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px;background-color:#ffffff; \" data-animationappear=\"off\" data-record-type=\"273\"   data-bg-color=\"#ffffff\"> <!-- t254 --> <\/p>\n<div class=\"t254\">\n<div class=\"t-container\">\n<div class=\"t-row\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div class=\"t254__wrapper\">\n<div class=\"t254__icon\" style=\"color: #66a2be;\">\u201c<\/div>\n<div class=\"t254__text t-text t-text_lg\" style=\"\" field=\"text\">\n<div style=\"font-size:24px;line-height:36px;font-family:'PT Serif';\" data-customstyle=\"yes\"><strong>\u042d\u0442\u043e \u0432\u0441\u0451 \u0441\u0442\u0440\u043e\u0433\u043e \u0437\u0430\u0432\u0438\u0441\u0438\u0442 \u043e\u0442&nbsp;\u0440\u0430\u0437\u043c\u0435\u0440\u0430 \u0438&nbsp;\u0442\u0438\u043f\u0430 \u0434\u0430\u043d\u043d\u044b\u0445. \u041e\u043f\u044b\u0442\u043d\u044b\u0439 \u0434\u0430\u0442\u0430-\u0441\u0430\u0439\u0435\u043d\u0442\u0438\u0441\u0442 <em data-redactor-tag=\"em\">\u043c\u043e\u0436\u0435\u0442<\/em> <\/strong><strong style=\"\">\u0441\u043e\u0432\u043c\u0435\u0449\u0430\u0442\u044c \u044d\u0442\u0438 \u0434\u043e\u043b\u0436\u043d\u043e\u0441\u0442\u0438, \u043d\u043e&nbsp;\u043e\u043d&nbsp;\u043f\u043e\u0442\u0435\u0440\u044f\u0435\u0442 \u043e\u0447\u0435\u043d\u044c \u043c\u043d\u043e\u0433\u043e \u0432\u0440\u0435\u043c\u0435\u043d\u0438 \u043d\u0430&nbsp;\u044d\u0442\u0438 \u0437\u0430\u0434\u0430\u0447\u0438, \u0432\u043c\u0435\u0441\u0442\u043e \u0442\u043e\u0433\u043e \u0447\u0442\u043e\u0431\u044b \u0437\u0430\u043d\u0438\u043c\u0430\u0442\u044c\u0441\u044f \u0441\u0430\u043c\u0438\u043c \u0430\u043d\u0430\u043b\u0438\u0437\u043e\u043c \u0434\u0430\u043d\u043d\u044b\u0445.<\/strong><\/div>\n<\/div>\n<div class=\"t254__author t-text t-text_xs\" style=\"\" field=\"authorname\">\n<div style=\"font-size:16px;\" data-customstyle=\"yes\"><\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849248\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u041a\u0440\u043e\u043c\u0435 \u0442\u043e\u0433\u043e, \u043a\u0430\u043a \u043f\u043e\u0434\u043c\u0435\u0442\u0438\u043b \u043e\u0434\u0438\u043d \u0438\u0437&nbsp;\u0443\u0447\u0430\u0441\u0442\u043d\u0438\u043a\u043e\u0432 \u043e\u043f\u0440\u043e\u0441\u0430,<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360858648\" class=\"r t-rec t-rec_pt_30 t-rec_pb_0\" style=\"padding-top:30px;padding-bottom:0px;background-color:#ffffff; \" data-animationappear=\"off\" data-record-type=\"273\"   data-bg-color=\"#ffffff\"> <!-- t254 --> <\/p>\n<div class=\"t254\">\n<div class=\"t-container\">\n<div class=\"t-row\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div class=\"t254__wrapper\">\n<div class=\"t254__icon\" style=\"color: #66a2be;\">\u201c<\/div>\n<div class=\"t254__text t-text t-text_lg\" style=\"\" field=\"text\">\n<div style=\"font-size:24px;line-height:36px;font-family:'PT Serif';\" data-customstyle=\"yes\"><strong style=\"\">\u041e\u0442&nbsp;\u0441\u043f\u0435\u0446\u0438\u0430\u043b\u044c\u043d\u043e\u0441\u0442\u0438 \u043c\u0435\u043d\u044f\u0435\u0442\u0441\u044f \u0442\u0440\u0435\u0431\u0443\u0435\u043c\u044b\u0439 \u0443\u0440\u043e\u0432\u0435\u043d\u044c soft skills.<\/strong><\/div>\n<\/div>\n<div class=\"t254__author t-text t-text_xs\" style=\"\" field=\"authorname\">\n<div style=\"font-size:16px;\" data-customstyle=\"yes\"><\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360858837\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \"  data-record-type=\"3\"   > <!-- T107 --> <\/p>\n<div class=\"t107\">\n<div class=\"t-align_center\" itemscope itemtype=\"http:\/\/schema.org\/ImageObject\"><meta itemprop=\"image\" content=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild6464-6636-4361-b262-653737386133__12-2.png\">    <img decoding=\"async\" src=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild6464-6636-4361-b262-653737386133__12-2.png\"  class=\"t107__width t-width t-width_8 t-img\" imgfield=\"img\"  \/>                  <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360861657\" class=\"r t-rec t-rec_pt_30 t-rec_pb_0\" style=\"padding-top:30px;padding-bottom:0px; \"  data-record-type=\"65\"   > <!-- T056 --> <\/p>\n<div class=\"t056\">\n<div class=\"t-container t-align_left\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div class=\"t056__title t-name t-name_xl\" field=\"title\" style=\"\">\n<div style=\"font-size:20px;line-height:32px;font-family:'Fira Sans';color:#343434;\" data-customstyle=\"yes\">\u041d\u0443\u0436\u043d\u0430&nbsp;\u043b\u0438 \u043a\u043e\u043c\u0430\u043d\u0434\u0430 \u0441&nbsp;\u0443\u0437\u043a\u043e\u0439 \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0435\u0439 \u043f\u0440\u0438 \u0440\u0430\u0431\u043e\u0442\u0435 \u0441&nbsp;\u0434\u0430\u043d\u043d\u044b\u043c\u0438<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849249\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">80% \u043e\u0442\u0432\u0435\u0442\u0438\u0432\u0448\u0438\u0445 \u0441\u043e\u0433\u043b\u0430\u0441\u043d\u044b \u0441&nbsp;\u0443\u0442\u0432\u0435\u0440\u0436\u0434\u0435\u043d\u0438\u0435\u043c, \u0438&nbsp;\u044d\u0442\u043e \u043a\u043e\u0440\u0440\u0435\u043b\u0438\u0440\u0443\u0435\u0442 \u0441&nbsp;\u043f\u0440\u0435\u0434\u044b\u0434\u0443\u0449\u0438\u043c\u0438 \u0432\u0430\u0440\u0438\u0430\u043d\u0442\u0430\u043c\u0438 \u043e\u0442\u0432\u0435\u0442\u043e\u0432 \u043d\u0430&nbsp;\u0442\u0435\u043c\u0443 \u0440\u0430\u0437\u043b\u0438\u0447\u0438\u0439 \u043c\u0435\u0436\u0434\u0443 DE, DA \u0438&nbsp;DS. \u0414\u0435\u0439\u0441\u0442\u0432\u0438\u0442\u0435\u043b\u044c\u043d\u043e, \u0447\u0442\u043e\u0431\u044b \u043f\u043e\u043b\u0443\u0447\u0438\u0442\u044c \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442, \u0437\u0430\u0434\u0430\u0447\u0438 \u043b\u0443\u0447\u0448\u0435 \u043f\u043e\u0440\u0443\u0447\u0430\u0442\u044c \u0442\u0435\u043c, \u043a\u0442\u043e \u0432&nbsp;\u043d\u0438\u0445 \u043a\u043e\u043c\u043f\u0435\u0442\u0435\u043d\u0442\u0435\u043d, \u0430&nbsp;\u043d\u0435&nbsp;\u043f\u044b\u0442\u0430\u0442\u044c\u0441\u044f \u0432\u0441\u0451 \u0432\u0437\u0432\u0430\u043b\u0438\u0442\u044c \u043d\u0430&nbsp;\u043e\u0434\u043d\u043e\u0433\u043e \u0441\u043e\u0442\u0440\u0443\u0434\u043d\u0438\u043a\u0430. \u0412\u043f\u0440\u043e\u0447\u0435\u043c, \u0431\u044b\u0432\u0430\u044e\u0442 \u0438&nbsp;\u0438\u0441\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u044f, \u043d\u043e&nbsp;\u043e\u043d\u0438 \u0447\u0430\u0449\u0435 \u0432\u0441\u0435\u0433\u043e \u043f\u0440\u0438\u043c\u0435\u043d\u0438\u043c\u044b \u043a&nbsp;\u043a\u043e\u043c\u043f\u0430\u043d\u0438\u044f\u043c \u043d\u0430&nbsp;\u0441\u0442\u0430\u0440\u0442\u0435 \u0434\u0435\u044f\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438.<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360859135\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \"  data-record-type=\"3\"   > <!-- T107 --> <\/p>\n<div class=\"t107\">\n<div class=\"t-align_center\" itemscope itemtype=\"http:\/\/schema.org\/ImageObject\"><meta itemprop=\"image\" content=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild3566-6166-4663-b032-613333306461__13.png\">    <img decoding=\"async\" src=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild3566-6166-4663-b032-613333306461__13.png\" data-zoomable=\"yes\" data-img-zoom-url=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild3566-6166-4663-b032-613333306461__13.png\" class=\"t107__width t-width t-width_8 t-img\" imgfield=\"img\"  \/>                  <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360861897\" class=\"r t-rec t-rec_pt_30 t-rec_pb_0\" style=\"padding-top:30px;padding-bottom:0px; \"  data-record-type=\"65\"   > <!-- T056 --> <\/p>\n<div class=\"t056\">\n<div class=\"t-container t-align_left\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div class=\"t056__title t-name t-name_xl\" field=\"title\" style=\"\">\n<div style=\"font-size:20px;line-height:32px;font-family:'Fira Sans';color:#343434;\" data-customstyle=\"yes\">\u041e\u043f\u0442\u0438\u043c\u0430\u043b\u044c\u043d\u044b\u0439 \u0440\u0430\u0437\u043c\u0435\u0440 \u043a\u043e\u043c\u0430\u043d\u0434\u044b<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849251\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u041a\u043e\u043d\u0435\u0447\u043d\u043e, \u0437\u0434\u0435\u0441\u044c \u0432\u0441\u0451 \u0437\u0430\u0432\u0438\u0441\u0438\u0442 \u043e\u0442&nbsp;\u0440\u0430\u0437\u043c\u0435\u0440\u0430 \u043f\u0440\u043e\u0435\u043a\u0442\u0430, \u043e&nbsp;\u0447\u0451\u043c \u043c\u043d\u043e\u0433\u0438\u0435 \u0443\u043a\u0430\u0437\u0430\u043b\u0438 \u0432&nbsp;\u0441\u0432\u043e\u0438\u0445 \u0432\u0430\u0440\u0438\u0430\u043d\u0442\u0430\u0445 \u043e\u0442\u0432\u0435\u0442\u0430.<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360859254\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u041d\u043e&nbsp;\u0431\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u043e (49%) \u0437\u0430&nbsp;\u043a\u043e\u043c\u0430\u043d\u0434\u0443 \u043e\u0442&nbsp;3 \u0434\u043e&nbsp;5&nbsp;\u0447\u0435\u043b\u043e\u0432\u0435\u043a, \u0442\u043e&nbsp;\u0435\u0441\u0442\u044c \u043d\u0435\u0431\u043e\u043b\u044c\u0448\u043e\u0439 \u043e\u0442\u0434\u0435\u043b, \u0441\u043e\u0442\u0440\u0443\u0434\u043d\u0438\u043a\u0438 \u043a\u043e\u0442\u043e\u0440\u043e\u0433\u043e \u0442\u0435\u0441\u043d\u043e \u043e\u0431\u0449\u0430\u044e\u0442\u0441\u044f \u043f\u043e&nbsp;\u0440\u0430\u0431\u043e\u0447\u0438\u043c \u043c\u043e\u043c\u0435\u043d\u0442\u0430\u043c. \u041a\u0441\u0442\u0430\u0442\u0438, \u0438\u043d\u0442\u0435\u0440\u0435\u0441\u043d\u043e\u0435 \u043d\u0430\u0431\u043b\u044e\u0434\u0435\u043d\u0438\u0435: \u0432\u044b\u0431\u043e\u0440 \u0443\u0447\u0430\u0441\u0442\u043d\u0438\u043a\u043e\u0432 \u043e\u043f\u0440\u043e\u0441\u0430 \u043a\u043e\u0440\u0440\u0435\u043b\u0438\u0440\u0443\u0435\u0442 \u0441&nbsp;\u043e\u0434\u043d\u0438\u043c \u0438\u0437 <a href=\"https:\/\/ru.wikipedia.org\/wiki\/%D0%97%D0%B0%D0%BA%D0%BE%D0%BD%D1%8B_%D0%9F%D0%B0%D1%80%D0%BA%D0%B8%D0%BD%D1%81%D0%BE%D0%BD%D0%B0\" target=\"_blank\" style=\"noopener\">\u0437\u0430\u043a\u043e\u043d\u043e\u0432 \u041f\u0430\u0440\u043a\u0438\u043d\u0441\u043e\u043d\u0430<\/a>, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0433\u043b\u0430\u0441\u0438\u0442, \u0447\u0442\u043e 5&nbsp;\u0447\u0435\u043b\u043e\u0432\u0435\u043a&nbsp;\u2014 \u043e\u043f\u0442\u0438\u043c\u0430\u043b\u044c\u043d\u043e\u0435 \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e \u043b\u044e\u0434\u0435\u0439 \u0432&nbsp;\u043e\u0434\u043d\u043e\u043c \u043a\u0430\u0431\u0438\u043d\u0435\u0442\u0435. \u042d\u0442\u043e\u0442 \u0437\u0430\u043a\u043e\u043d \u0438\u0437\u043d\u0430\u0447\u0430\u043b\u044c\u043d\u043e \u0431\u044b\u043b \u0441\u0444\u043e\u0440\u043c\u0443\u043b\u0438\u0440\u043e\u0432\u0430\u043d \u0434\u043b\u044f \u0433\u043e\u0441\u0443\u0447\u0440\u0435\u0436\u0434\u0435\u043d\u0438\u0439, \u043d\u043e&nbsp;\u0432&nbsp;\u0446\u0435\u043b\u043e\u043c \u043f\u0440\u0438\u0436\u0438\u043b\u0441\u044f \u0432\u043e&nbsp;\u0432\u0441\u0435\u0445 \u0441\u0444\u0435\u0440\u0430\u0445:<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360859364\" class=\"r t-rec t-rec_pt_30 t-rec_pb_0\" style=\"padding-top:30px;padding-bottom:0px;background-color:#ffffff; \" data-animationappear=\"off\" data-record-type=\"273\"   data-bg-color=\"#ffffff\"> <!-- t254 --> <\/p>\n<div class=\"t254\">\n<div class=\"t-container\">\n<div class=\"t-row\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div class=\"t254__wrapper\">\n<div class=\"t254__icon\" style=\"color: #66a2be;\">\u201c<\/div>\n<div class=\"t254__text t-text t-text_lg\" style=\"\" field=\"text\">\n<div style=\"font-size:24px;line-height:36px;font-family:'PT Serif';\" data-customstyle=\"yes\"><strong>\u0418\u0434\u0435\u0430\u043b\u044c\u043d\u043e\u0435 \u0447\u0438\u0441\u043b\u043e \u0447\u043b\u0435\u043d\u043e\u0432&nbsp;\u2014 \u043f\u044f\u0442\u044c \u0447\u0435\u043b\u043e\u0432\u0435\u043a. \u041f\u0440\u0438 \u0442\u0430\u043a\u043e\u043c \u0447\u0438\u0441\u043b\u0435\u043d\u043d\u043e\u043c \u0441\u043e\u0441\u0442\u0430\u0432\u0435 \u043a\u0430\u0431\u0438\u043d\u0435\u0442 \u043d\u0435\u043f\u0440\u0435\u043c\u0435\u043d\u043d\u043e \u043f\u0440\u0438\u0436\u0438\u0432\u0451\u0442\u0441\u044f. \u0414\u0432\u0430 \u0435\u0433\u043e \u0447\u043b\u0435\u043d\u0430 \u0441\u043c\u043e\u0433\u0443\u0442 \u0432\u0441\u0435\u0433\u0434\u0430 \u043e\u0442\u0441\u0443\u0442\u0441\u0442\u0432\u043e\u0432\u0430\u0442\u044c \u043f\u043e&nbsp;\u0431\u043e\u043b\u0435\u0437\u043d\u0438 \u0438\u043b\u0438 \u043f\u043e&nbsp;\u0438\u043d\u043e\u0439 \u043f\u0440\u0438\u0447\u0438\u043d\u0435. \u041f\u044f\u0442\u0435\u0440\u044b\u0445 \u043b\u0435\u0433\u043a\u043e \u0441\u043e\u0431\u0440\u0430\u0442\u044c, \u0430&nbsp;\u0441\u043e\u0431\u0440\u0430\u0432\u0448\u0438\u0441\u044c, \u043e\u043d\u0438 \u0441\u043f\u043e\u0441\u043e\u0431\u043d\u044b \u0434\u0435\u0439\u0441\u0442\u0432\u043e\u0432\u0430\u0442\u044c \u0431\u044b\u0441\u0442\u0440\u043e, \u0443\u043c\u0435\u043b\u043e \u0438&nbsp;\u0442\u0438\u0445\u043e. \u0427\u0435\u0442\u0432\u0435\u0440\u044b\u043c \u0438\u0437&nbsp;\u043d\u0438\u0445 \u043c\u043e\u0436\u043d\u043e \u043f\u043e\u0440\u0443\u0447\u0438\u0442\u044c \u0444\u0438\u043d\u0430\u043d\u0441\u044b, \u0438\u043d\u043e\u0441\u0442\u0440\u0430\u043d\u043d\u044b\u0435 \u0434\u0435\u043b\u0430, \u043e\u0431\u043e\u0440\u043e\u043d\u0443 \u0438&nbsp;\u043f\u0440\u0430\u0432\u043e\u0441\u0443\u0434\u0438\u0435. \u041f\u044f\u0442\u044b\u0439, \u043d\u0435&nbsp;\u0441\u0432\u0435\u0434\u0443\u0449\u0438\u0439 \u0432&nbsp;\u044d\u0442\u0438\u0445 \u043f\u0440\u0435\u0434\u043c\u0435\u0442\u0430\u0445, \u0441\u0442\u0430\u043d\u0435\u0442 \u043f\u0440\u0435\u0434\u0441\u0435\u0434\u0430\u0442\u0435\u043b\u0435\u043c \u0438\u043b\u0438 \u043f\u0440\u0435\u043c\u044c\u0435\u0440\u043e\u043c.<\/strong><\/div>\n<\/div>\n<div class=\"t254__author t-text t-text_xs\" style=\"\" field=\"authorname\">\n<div style=\"font-size:16px;\" data-customstyle=\"yes\"><\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360859446\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \"  data-record-type=\"3\"   > <!-- T107 --> <\/p>\n<div class=\"t107\">\n<div class=\"t-align_center\" itemscope itemtype=\"http:\/\/schema.org\/ImageObject\"><meta itemprop=\"image\" content=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild6138-6366-4233-b363-663663646539__14.png\">    <img decoding=\"async\" src=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild6138-6366-4233-b363-663663646539__14.png\" data-zoomable=\"yes\" data-img-zoom-url=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild6138-6366-4233-b363-663663646539__14.png\" class=\"t107__width t-width t-width_8 t-img\" imgfield=\"img\"  \/>                  <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec361758845\" class=\"r t-rec t-rec_pt_45 t-rec_pb_15\" style=\"padding-top:45px;padding-bottom:15px; \"  data-record-type=\"248\"   > <!-- T220 --> <\/p>\n<div class=\"t220\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div class=\"t220__textwrapper\" style=\"background-color:#f5f5f5;\">\n<div style=\"\">\n<div class=\"t220__title t-heading t-heading_sm\" style=\"\" field=\"title\">\n<div style=\"font-size:20px;\" data-customstyle=\"yes\"><span style=\"font-weight: 500;\">\u0418\u0433\u043e\u0440\u044c \u0413\u0430\u043b\u0438\u0446\u043a\u0438\u0439<\/span>, \u0421\u0431\u0435\u0440:<\/div>\n<\/div>\n<div field=\"text\" class=\"t220__text t-text t-text_md\" style=\"\">DS&nbsp;\u2014 \u0441\u0444\u0435\u0440\u0430, \u0432&nbsp;\u043a\u043e\u0442\u043e\u0440\u043e\u0439 \u043a\u043e\u043c\u0430\u043d\u0434\u044b \u043c\u043e\u0433\u0443\u0442 \u0431\u044b\u0442\u044c \u043e\u0447\u0435\u043d\u044c \u0440\u0430\u0437\u043d\u044b\u043c\u0438. \u041d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, R&amp;D \u0438\u043b\u0438 \u043f\u0440\u043e\u0434\u0443\u043a\u0442\u043e\u0432\u044b\u043c\u0438. \u0412&nbsp;\u043f\u0440\u043e\u0434\u0443\u043a\u0442\u043e\u0432\u043e\u0439 \u043a\u043e\u043c\u0430\u043d\u0434\u0435 \u0435\u0441\u0442\u044c \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0451\u043d\u043d\u044b\u0435 \u0440\u043e\u043b\u0438, \u0438, \u043f\u043e\u043c\u0438\u043c\u043e \u0434\u0430\u0442\u0430-\u0441\u0430\u0439\u0435\u043d\u0442\u0438\u0441\u0442\u043e\u0432, \u0442\u0430\u043c \u043e\u0431\u044b\u0447\u043d\u043e \u043d\u0443\u0436\u043d\u044b \u043a\u0430\u043a \u043c\u0438\u043d\u0438\u043c\u0443\u043c \u0434\u0430\u0442\u0430-\u0430\u043d\u0430\u043b\u0438\u0442\u0438\u043a, \u0434\u0430\u0442\u0430-\u0438\u043d\u0436\u0435\u043d\u0435\u0440 \u0438&nbsp;\u043f\u0440\u043e\u0434\u0430\u043a\u0442. \u0412\u0430\u0436\u043d\u043e, \u0447\u0442\u043e\u0431\u044b \u0432&nbsp;\u043a\u043e\u043c\u0430\u043d\u0434\u0435 \u0431\u044b\u043b\u0438 \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u0438\u0441\u0442\u044b \u0441\u043c\u0435\u0436\u043d\u044b\u0445 \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u044c\u043d\u043e\u0441\u0442\u0435\u0439, \u043f\u043e\u0442\u043e\u043c\u0443 \u0447\u0442\u043e \u044d\u0442\u043e \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u0435\u0442 \u0441\u043e\u0437\u0434\u0430\u0442\u044c \u043a\u043e\u043c\u0444\u043e\u0440\u0442\u043d\u044b\u0435 \u0434\u043b\u044f \u0432\u0441\u0435\u0445 \u0443\u0441\u043b\u043e\u0432\u0438\u044f \u0440\u0430\u0431\u043e\u0442\u044b. \u041a\u043e\u043d\u0435\u0447\u043d\u043e, \u0431\u044b\u0432\u0430\u044e\u0442 \u0434\u0430\u0442\u0430-\u0441\u0430\u0439\u0435\u043d\u0442\u0438\u0441\u0442\u044b, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0432\u044b\u0440\u0430\u0441\u0442\u0430\u044e\u0442 \u0432&nbsp;\u0442\u0438\u043c\u043b\u0438\u0434\u043e\u0432,&nbsp;\u2014 \u0438\u043c&nbsp;\u044d\u0442\u043e \u043d\u0440\u0430\u0432\u0438\u0442\u0441\u044f, \u0438&nbsp;\u0432&nbsp;\u0421\u0431\u0435\u0440\u0435 \u044d\u0442\u043e \u043f\u043e\u043e\u0449\u0440\u044f\u0435\u0442\u0441\u044f. \u041d\u043e&nbsp;\u043d\u0435&nbsp;\u0432\u0441\u0435 \u0445\u043e\u0442\u044f\u0442 \u0441\u043e\u0432\u043c\u0435\u0449\u0430\u0442\u044c \u0440\u043e\u043b\u0438, \u043f\u043e\u044d\u0442\u043e\u043c\u0443 \u043b\u0443\u0447\u0448\u0435 \u0440\u0430\u0441\u043f\u0440\u0435\u0434\u0435\u043b\u044f\u0442\u044c \u0437\u0430\u0434\u0430\u0447\u0438 \u0433\u0440\u0430\u043c\u043e\u0442\u043d\u043e. \u041a\u043e\u043c\u0444\u043e\u0440\u0442\u043d\u044b\u0439 \u0440\u0430\u0437\u043c\u0435\u0440 \u043a\u043e\u043c\u0430\u043d\u0434\u044b \u0432&nbsp;\u0442\u0430\u043a\u043e\u043c \u0441\u043e\u0441\u0442\u0430\u0432\u0435&nbsp;\u2014 \u043f\u0440\u0438\u043c\u0435\u0440\u043d\u043e \u043f\u044f\u0442\u044c \u0447\u0435\u043b\u043e\u0432\u0435\u043a. \u041a\u0430\u043a \u043f\u043e\u043a\u0430\u0437\u044b\u0432\u0430\u0435\u0442 \u043f\u0440\u0430\u043a\u0442\u0438\u043a\u0430, \u0442\u0430\u043a\u0430\u044f \u043a\u043e\u043c\u0430\u043d\u0434\u0430 \u043c\u043e\u0436\u0435\u0442 \u0432\u044b\u0442\u0430\u0449\u0438\u0442\u044c \u043b\u044e\u0431\u043e\u0439 \u043f\u0440\u043e\u0435\u043a\u0442 \u0432&nbsp;\u043b\u044e\u0431\u044b\u0445 \u0443\u0441\u043b\u043e\u0432\u0438\u044f\u0445. \u0413\u043b\u0430\u0432\u043d\u043e\u0435, \u0447\u0442\u043e\u0431\u044b \u0440\u0430\u0431\u043e\u0447\u0438\u0439 \u043f\u0440\u043e\u0446\u0435\u0441\u0441 \u0431\u044b\u043b \u0432\u044b\u0441\u0442\u0440\u043e\u0435\u043d \u043d\u043e\u0440\u043c\u0430\u043b\u044c\u043d\u043e, \u0438&nbsp;\u0443&nbsp;\u043a\u0430\u0436\u0434\u043e\u0433\u043e \u0431\u044b\u043b\u0430 \u043f\u043e\u043d\u044f\u0442\u043d\u0430\u044f \u0437\u043e\u043d\u0430 \u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0441\u0442\u0438. \u0412&nbsp;R&amp;D \u043a\u043e\u043c\u0430\u043d\u0434\u0430\u0445 \u043c\u043e\u0436\u0435\u0442 \u0431\u044b\u0442\u044c \u0431\u043e\u043b\u044c\u0448\u0435 \u0443\u0447\u0430\u0441\u0442\u043d\u0438\u043a\u043e\u0432, \u0438&nbsp;\u043c\u043d\u043e\u0433\u0438\u0435 \u0438\u0437&nbsp;\u043d\u0438\u0445 \u043c\u043e\u0433\u0443\u0442 \u0437\u0430\u043d\u0438\u043c\u0430\u0442\u044c\u0441\u044f DS, \u043d\u043e&nbsp;\u0438&nbsp;\u0434\u043b\u044f \u043d\u0438\u0445 \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0442 \u044d\u0442\u0438 \u043f\u0440\u0430\u0432\u0438\u043b\u0430.<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360859577\" class=\"r t-rec t-rec_pt_45 t-rec_pb_0\" style=\"padding-top:45px;padding-bottom:0px; \"  data-record-type=\"65\"   > <!-- T056 --> <\/p>\n<div class=\"t056\">\n<div class=\"t-container t-align_left\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<h3 class=\"t056__title t-name t-name_xl\" field=\"title\" style=\"color:#ff0000;\">\n<div style=\"font-size:24px;line-height:32px;color:#343434;\" data-customstyle=\"yes\">\u041e\u0442\u043a\u0443\u0434\u0430 \u0431\u0435\u0440\u0443\u0442\u0441\u044f \u0434\u0430\u0442\u0430-\u0441\u0430\u0439\u0435\u043d\u0442\u0438\u0441\u0442\u044b?<\/div>\n<\/h3><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849253\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u041f\u043e&nbsp;\u043f\u043e\u0432\u043e\u0434\u0443 \u043d\u0430\u0439\u043c\u0430 \u0441\u043e\u0442\u0440\u0443\u0434\u043d\u0438\u043a\u043e\u0432 \u0441\u043e\u043e\u0431\u0449\u0435\u0441\u0442\u0432\u043e \u0435\u0434\u0438\u043d\u043e\u0434\u0443\u0448\u043d\u043e: 55% DS&nbsp;\u0441\u0447\u0438\u0442\u0430\u044e\u0442, \u0447\u0442\u043e \u043b\u0443\u0447\u0448\u0435 \u0432\u043e\u0441\u043f\u0438\u0442\u044b\u0432\u0430\u0442\u044c \u0438\u0445&nbsp;\u0441\u0430\u043c\u043e\u0441\u0442\u043e\u044f\u0442\u0435\u043b\u044c\u043d\u043e. \u0421\u0440\u0435\u0434\u0438 \u043d\u0435&nbsp;DS 60% \u0441\u0447\u0438\u0442\u0430\u044e\u0442 \u0442\u0430\u043a&nbsp;\u0436\u0435. \u041f\u043e&nbsp;30% \u0438\u0437&nbsp;\u043a\u0430\u0436\u0434\u043e\u0439 \u0433\u0440\u0443\u043f\u043f\u044b \u0441\u043e\u0448\u043b\u0438\u0441\u044c \u0432\u043e&nbsp;\u043c\u043d\u0435\u043d\u0438\u0438, \u0447\u0442\u043e \u043b\u0443\u0447\u0448\u0435 \u043d\u0430\u043d\u0438\u043c\u0430\u0442\u044c \u0433\u043e\u0442\u043e\u0432\u043e\u0433\u043e \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u0438\u0441\u0442\u0430. \u0418&nbsp;\u0432&nbsp;\u043e\u0431\u043e\u0438\u0445 \u0441\u043b\u0443\u0447\u0430\u044f\u0445 \u043f\u0440\u0438\u043c\u0435\u0440\u043d\u043e 6% \u043e\u043f\u0440\u043e\u0448\u0435\u043d\u043d\u044b\u0445 \u0441\u0442\u043e\u043b\u043a\u043d\u0443\u043b\u0438\u0441\u044c \u0441&nbsp;\u0442\u0435\u043c, \u0447\u0442\u043e \u0440\u043e\u043b\u044c&nbsp;DS \u043f\u0440\u043e\u0441\u0442\u043e \u043f\u0435\u0440\u0435\u0448\u043b\u0430 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0441\u0442\u0443 \u043f\u043e&nbsp;\u043d\u0430\u0441\u043b\u0435\u0434\u0441\u0442\u0432\u0443. \u041f\u0440\u0438 \u044d\u0442\u043e\u043c \u0432&nbsp;\u0441\u0432\u043e\u0438\u0445 \u0432\u0430\u0440\u0438\u0430\u043d\u0442\u0430\u0445 \u043e\u0442\u0432\u0435\u0442\u043e\u0432 \u043c\u043d\u043e\u0433\u0438\u0435 \u043d\u0430\u043f\u0438\u0441\u0430\u043b\u0438, \u0447\u0442\u043e \u043b\u0443\u0447\u0448\u0435 \u043f\u0440\u0438\u043c\u0435\u043d\u044f\u0442\u044c \u043a\u043e\u043c\u0431\u0438\u043d\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0439 \u043f\u043e\u0434\u0445\u043e\u0434, \u0442\u043e&nbsp;\u0435\u0441\u0442\u044c \u0438&nbsp;\u0432\u043e\u0441\u043f\u0438\u0442\u044b\u0432\u0430\u0442\u044c, \u0438&nbsp;\u0445\u0430\u043d\u0442\u0438\u0442\u044c, \u0432&nbsp;\u0437\u0430\u0432\u0438\u0441\u0438\u043c\u043e\u0441\u0442\u0438 \u043e\u0442&nbsp;\u0441\u0438\u0442\u0443\u0430\u0446\u0438\u0438 \u0438&nbsp;\u043f\u043e\u0442\u0440\u0435\u0431\u043d\u043e\u0441\u0442\u0435\u0439 \u0431\u0438\u0437\u043d\u0435\u0441\u0430.<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360859915\" class=\"r t-rec t-rec_pt_30 t-rec_pb_0\" style=\"padding-top:30px;padding-bottom:0px;background-color:#ffffff; \" data-animationappear=\"off\" data-record-type=\"273\"   data-bg-color=\"#ffffff\"> <!-- t254 --> <\/p>\n<div class=\"t254\">\n<div class=\"t-container\">\n<div class=\"t-row\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div class=\"t254__wrapper\">\n<div class=\"t254__icon\" style=\"color: #66a2be;\">\u201c<\/div>\n<div class=\"t254__text t-text t-text_lg\" style=\"\" field=\"text\">\n<div style=\"font-size:24px;line-height:36px;font-family:'PT Serif';\" data-customstyle=\"yes\"><strong style=\"\">\u041d\u0430\u043d\u0438\u043c\u0430\u0442\u044c \u0441\u043e&nbsp;\u0441\u0442\u043e\u0440\u043e\u043d\u044b \u0438&nbsp;\u0432\u044b\u0440\u0430\u0449\u0438\u0432\u0430\u0442\u044c \u0438\u0437\u043d\u0443\u0442\u0440\u0438. \u0415\u0441\u043b\u0438 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u044f \u0431\u044b\u0441\u0442\u0440\u043e \u0440\u0430\u0441\u0442\u0451\u0442, \u0442\u043e&nbsp;\u0432\u0441\u0435 \u0441\u0440\u0435\u0434\u0441\u0442\u0432\u0430 \u0445\u043e\u0440\u043e\u0448\u0438.<\/strong><\/div>\n<\/div>\n<div class=\"t254__author t-text t-text_xs\" style=\"\" field=\"authorname\">\n<div style=\"font-size:16px;\" data-customstyle=\"yes\"><\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360860079\" class=\"r t-rec t-rec_pt_15 t-rec_pb_0\" style=\"padding-top:15px;padding-bottom:0px;background-color:#ffffff; \" data-animationappear=\"off\" data-record-type=\"273\"   data-bg-color=\"#ffffff\"> <!-- t254 --> <\/p>\n<div class=\"t254\">\n<div class=\"t-container\">\n<div class=\"t-row\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div class=\"t254__wrapper\">\n<div class=\"t254__icon\" style=\"color: #66a2be;\">\u201c<\/div>\n<div class=\"t254__text t-text t-text_lg\" style=\"\" field=\"text\">\n<div style=\"font-size:24px;line-height:36px;font-family:'PT Serif';\" data-customstyle=\"yes\"><strong style=\"\">\u041d\u0443\u0436\u0435\u043d \u0431\u0430\u043b\u0430\u043d\u0441 \u043c\u0435\u0436\u0434\u0443 \u043d\u0430\u0439\u043c\u043e\u043c \u0441\u043e&nbsp;\u0441\u0442\u043e\u0440\u043e\u043d\u044b \u0438&nbsp;\u0440\u0430\u0437\u0432\u0438\u0442\u0438\u0435\u043c \u0441\u043e\u0431\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0445 \u0441\u043e\u0442\u0440\u0443\u0434\u043d\u0438\u043a\u043e\u0432.<\/strong><\/div>\n<\/div>\n<div class=\"t254__author t-text t-text_xs\" style=\"\" field=\"authorname\">\n<div style=\"font-size:16px;\" data-customstyle=\"yes\"><\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360860134\" class=\"r t-rec t-rec_pt_15 t-rec_pb_0\" style=\"padding-top:15px;padding-bottom:0px;background-color:#ffffff; \" data-animationappear=\"off\" data-record-type=\"273\"   data-bg-color=\"#ffffff\"> <!-- t254 --> <\/p>\n<div class=\"t254\">\n<div class=\"t-container\">\n<div class=\"t-row\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div class=\"t254__wrapper\">\n<div class=\"t254__icon\" style=\"color: #66a2be;\">\u201c<\/div>\n<div class=\"t254__text t-text t-text_lg\" style=\"\" field=\"text\">\n<div style=\"font-size:24px;line-height:36px;font-family:'PT Serif';\" data-customstyle=\"yes\"><strong style=\"\">\u041d\u0430\u043d\u044f\u0442\u044c \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u0438\u0441\u0442\u0430 \u043f\u043e&nbsp;DS \u0438&nbsp;\u043f\u043e\u0442\u0440\u0430\u0442\u0438\u0442\u044c \u0432\u0440\u0435\u043c\u044f \u043d\u0430&nbsp;\u043f\u043e\u0433\u0440\u0443\u0436\u0435\u043d\u0438\u0435 \u0432&nbsp;\u0441\u043f\u0435\u0446\u0438\u0444\u0438\u043a\u0443 \u0431\u0438\u0437\u043d\u0435\u0441\u0430.<\/strong><\/div>\n<\/div>\n<div class=\"t254__author t-text t-text_xs\" style=\"\" field=\"authorname\">\n<div style=\"font-size:16px;\" data-customstyle=\"yes\"><\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360860243\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \"  data-record-type=\"3\"   > <!-- T107 --> <\/p>\n<div class=\"t107\">\n<div class=\"t-align_center\" itemscope itemtype=\"http:\/\/schema.org\/ImageObject\"><meta itemprop=\"image\" content=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild6565-3433-4266-b935-386465656538__15-2.png\">    <img decoding=\"async\" src=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild6565-3433-4266-b935-386465656538__15-2.png\"  class=\"t107__width t-width t-width_8 t-img\" imgfield=\"img\"  \/>                  <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360860495\" class=\"r t-rec t-rec_pt_45 t-rec_pb_0\" style=\"padding-top:45px;padding-bottom:0px; \"  data-record-type=\"65\"   > <!-- T056 --> <\/p>\n<div class=\"t056\">\n<div class=\"t-container t-align_left\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<h3 class=\"t056__title t-name t-name_xl\" field=\"title\" style=\"color:#ff0000;\">\n<div style=\"font-size:24px;line-height:32px;color:#343434;\" data-customstyle=\"yes\">\u0418\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0439<\/div>\n<\/h3><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360862089\" class=\"r t-rec t-rec_pt_15 t-rec_pb_0\" style=\"padding-top:15px;padding-bottom:0px; \"  data-record-type=\"65\"   > <!-- T056 --> <\/p>\n<div class=\"t056\">\n<div class=\"t-container t-align_left\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div class=\"t056__title t-name t-name_xl\" field=\"title\" style=\"\">\n<div style=\"font-size:20px;line-height:32px;font-family:'Fira Sans';color:#343434;\" data-customstyle=\"yes\"><span style=\"font-weight: 500;\">\u041a\u0430\u043a\u0438\u0435 \u0432\u044b\u0447\u0438\u0441\u043b\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0435 \u043c\u043e\u0449\u043d\u043e\u0441\u0442\u0438 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442\u0441\u044f<\/span><\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849254\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u0410\u0431\u0441\u043e\u043b\u044e\u0442\u043d\u043e\u0435 \u0431\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u043e (61%) \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442 \u0432&nbsp;\u0440\u0430\u0431\u043e\u0442\u0435 \u0447\u0430\u0441\u0442\u043d\u044b\u0435 \u0438\u043b\u0438 \u043a\u043e\u0440\u043f\u043e\u0440\u0430\u0442\u0438\u0432\u043d\u044b\u0435 \u043c\u043e\u0449\u043d\u043e\u0441\u0442\u0438. \u041d\u0430&nbsp;\u0432\u0442\u043e\u0440\u043e\u043c \u043c\u0435\u0441\u0442\u0435 AWS (11%), \u043d\u0430&nbsp;\u0442\u0440\u0435\u0442\u044c\u0435\u043c Google Cloud (9%).<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849255\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u0421\u0440\u0435\u0434\u0438&nbsp;DS \u043f\u0430\u0440\u0430 \u0447\u0435\u043b\u043e\u0432\u0435\u043a \u0443\u043a\u0430\u0437\u0430\u043b\u0430, \u0447\u0442\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442 On-Premise \u0440\u0435\u0448\u0435\u043d\u0438\u044f, \u0430&nbsp;\u0442\u0430\u043a\u0436\u0435 \u043a\u043e\u043c\u0431\u0438\u043d\u0430\u0446\u0438\u0438 \u0438\u0437&nbsp;\u0447\u0430\u0441\u0442\u043d\u044b\u0445 \u0438&nbsp;\u043f\u0443\u0431\u043b\u0438\u0447\u043d\u044b\u0445, \u0432&nbsp;\u0437\u0430\u0432\u0438\u0441\u0438\u043c\u043e\u0441\u0442\u0438 \u043e\u0442&nbsp;\u0441\u0438\u0442\u0443\u0430\u0446\u0438\u0438 \u0438&nbsp;\u043f\u0440\u043e\u0435\u043a\u0442\u0430.<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360862343\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \"  data-record-type=\"3\"   > <!-- T107 --> <\/p>\n<div class=\"t107\">\n<div class=\"t-align_center\" itemscope itemtype=\"http:\/\/schema.org\/ImageObject\"><meta itemprop=\"image\" content=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild6262-3761-4539-a338-303065333361__16.png\">    <img decoding=\"async\" src=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild6262-3761-4539-a338-303065333361__16.png\" data-zoomable=\"yes\" data-img-zoom-url=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild6262-3761-4539-a338-303065333361__16.png\" class=\"t107__width t-width t-width_8 t-img\" imgfield=\"img\"  \/>                  <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849256\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u0412&nbsp;\u0446\u0435\u043b\u043e\u043c, \u0443\u0447\u0438\u0442\u044b\u0432\u0430\u044f, \u0447\u0442\u043e \u0431\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u043e \u043f\u0440\u043e\u0448\u0435\u0434\u0448\u0438\u0445 \u043e\u043f\u0440\u043e\u0441 \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0442 \u0432&nbsp;\u043a\u0440\u0443\u043f\u043d\u044b\u0445 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u044f\u0445, \u0440\u0430\u0441\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u0435 \u043e\u0442\u0432\u0435\u0442\u043e\u0432 \u0432\u044b\u0433\u043b\u044f\u0434\u0438\u0442 \u043b\u043e\u0433\u0438\u0447\u043d\u044b\u043c. \u0412\u0435\u0434\u044c \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0430\u043d\u0438\u0435 \u0441\u043e\u0431\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0439 \u0438\u043d\u0444\u0440\u0430\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b&nbsp;\u2014 \u043f\u0440\u043e\u0446\u0435\u0441\u0441 \u0441\u043b\u043e\u0436\u043d\u044b\u0439 \u0438&nbsp;\u0434\u043e\u0440\u043e\u0433\u043e\u0439, \u043c\u0430\u043b\u044b\u0439 \u0438&nbsp;\u0441\u0440\u0435\u0434\u043d\u0438\u0439 \u0431\u0438\u0437\u043d\u0435\u0441 \u043f\u0440\u043e\u0441\u0442\u043e \u043d\u0435&nbsp;\u0433\u043e\u0442\u043e\u0432\u044b \u044d\u0442\u0438\u043c \u0437\u0430\u043c\u043e\u0440\u0430\u0447\u0438\u0432\u0430\u0442\u044c\u0441\u044f \u0432&nbsp;\u0431\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u0435 \u0441\u043b\u0443\u0447\u0430\u0435\u0432. \u0427\u0442\u043e \u0432&nbsp;\u0446\u0435\u043b\u043e\u043c \u0438&nbsp;\u043f\u0440\u043e\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u0435\u0442\u0441\u044f \u0432&nbsp;\u043e\u0442\u0432\u0435\u0442\u0430\u0445 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u0435\u0439. \u041f\u043e\u0434\u0430\u0432\u043b\u044f\u044e\u0449\u0435\u0435 \u0431\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u043e \u0438\u0437&nbsp;\u0442\u0435\u0445, \u043a\u0442\u043e \u0432\u044b\u0431\u0440\u0430\u043b \u043a\u043e\u0440\u043f\u043e\u0440\u0430\u0442\u0438\u0432\u043d\u044b\u0435 \u0438\u043b\u0438 \u0447\u0430\u0441\u0442\u043d\u044b\u0435 \u043c\u043e\u0449\u043d\u043e\u0441\u0442\u0438, \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0442 \u0432&nbsp;\u043a\u0440\u0443\u043f\u043d\u044b\u0445 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u044f\u0445:<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360862469\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \"  data-record-type=\"3\"   > <!-- T107 --> <\/p>\n<div class=\"t107\">\n<div class=\"t-align_center\" itemscope itemtype=\"http:\/\/schema.org\/ImageObject\"><meta itemprop=\"image\" content=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild3865-3435-4435-a162-363631333837__17.png\">    <img decoding=\"async\" src=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild3865-3435-4435-a162-363631333837__17.png\" data-zoomable=\"yes\" data-img-zoom-url=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild3865-3435-4435-a162-363631333837__17.png\" class=\"t107__width t-width t-width_8 t-img\" imgfield=\"img\"  \/>                  <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849257\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u041a\u0430\u043a \u043e\u0442\u043c\u0435\u0442\u0438\u043b \u043e\u0434\u0438\u043d \u0438\u0437&nbsp;\u0443\u0447\u0430\u0441\u0442\u043d\u0438\u043a\u043e\u0432,<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360862572\" class=\"r t-rec t-rec_pt_30 t-rec_pb_0\" style=\"padding-top:30px;padding-bottom:0px;background-color:#ffffff; \" data-animationappear=\"off\" data-record-type=\"273\"   data-bg-color=\"#ffffff\"> <!-- t254 --> <\/p>\n<div class=\"t254\">\n<div class=\"t-container\">\n<div class=\"t-row\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div class=\"t254__wrapper\">\n<div class=\"t254__icon\" style=\"color: #66a2be;\">\u201c<\/div>\n<div class=\"t254__text t-text t-text_lg\" style=\"\" field=\"text\">\n<div style=\"font-size:24px;line-height:36px;font-family:'PT Serif';\" data-customstyle=\"yes\"><strong style=\"\">\u041d\u0435\u043b\u044c\u0437\u044f \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u043e\u0431\u043b\u0430\u0447\u043d\u044b\u0435 \u0441\u0435\u0440\u0432\u0438\u0441\u044b, \u0435\u0441\u043b\u0438 \u0437\u0430\u0440\u0430\u043d\u0435\u0435 \u043d\u0435&nbsp;\u0433\u043e\u0442\u043e\u0432 \u043f\u043e\u043f\u0440\u043e\u0449\u0430\u0442\u044c\u0441\u044f \u0441&nbsp;\u043f\u043e\u043b\u043d\u043e\u0439 \u043f\u043e\u0442\u0435\u0440\u0435\u0439 \u043a\u043e\u043d\u0444\u0438\u0434\u0435\u043d\u0446\u0438\u0430\u043b\u044c\u043d\u043e\u0441\u0442\u0438 \u0434\u0430\u043d\u043d\u044b\u0445 \u0438 [\u0441\u043c\u0438\u0440\u0438\u0442\u044c\u0441\u044f c] \u0438\u0445&nbsp;\u043d\u0435\u0437\u0430\u043a\u043e\u043d\u043d\u044b\u043c \u0438\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u0435\u043c.<\/strong><\/div>\n<\/div>\n<div class=\"t254__author t-text t-text_xs\" style=\"\" field=\"authorname\">\n<div style=\"font-size:16px;\" data-customstyle=\"yes\"><\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360862650\" class=\"r t-rec t-rec_pt_15 t-rec_pb_0\" style=\"padding-top:15px;padding-bottom:0px; \"  data-record-type=\"65\"   > <!-- T056 --> <\/p>\n<div class=\"t056\">\n<div class=\"t-container t-align_left\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div class=\"t056__title t-name t-name_xl\" field=\"title\" style=\"\">\n<div style=\"font-size:20px;line-height:32px;font-family:'Fira Sans';color:#343434;\" data-customstyle=\"yes\"><span style=\"font-weight: 500;\">\u041a\u0430\u043a\u043e\u0439 \u044f\u0437\u044b\u043a \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f<\/span><\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360862745\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">Python \u0443\u0432\u0435\u0440\u0435\u043d\u043d\u043e \u0434\u0435\u0440\u0436\u0438\u0442 \u043f\u043e\u0437\u0438\u0446\u0438\u0438. \u0410\u0431\u0441\u043e\u043b\u044e\u0442\u043d\u043e\u0435 \u0431\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u043e \u0441\u0440\u0435\u0434\u0438 \u043e\u0431\u0435\u0438\u0445 \u0440\u0430\u0441\u0441\u043c\u0430\u0442\u0440\u0438\u0432\u0430\u0435\u043c\u044b\u0445 \u0433\u0440\u0443\u043f\u043f \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u0435\u0439 \u043e\u0442\u0434\u0430\u043b\u0438 \u043f\u0440\u0435\u0434\u043f\u043e\u0447\u0442\u0435\u043d\u0438\u0435 \u0435\u043c\u0443. \u041d\u043e, \u043a\u043e\u043d\u0435\u0447\u043d\u043e&nbsp;\u0436\u0435, \u0432&nbsp;\u0441\u043f\u0438\u0441\u043a\u0435 \u043f\u0440\u0438\u0441\u0443\u0442\u0441\u0442\u0432\u0443\u044e\u0442 \u0438&nbsp;\u0434\u0440\u0443\u0433\u0438\u0435 \u044f\u0437\u044b\u043a\u0438. \u041f\u0440\u0438 \u044d\u0442\u043e\u043c \u043f\u043e\u043f\u0430\u0434\u0430\u043b\u0438\u0441\u044c \u0438\u043d\u0442\u0435\u0440\u0435\u0441\u043d\u044b\u0435 \u043c\u043d\u0435\u043d\u0438\u044f:<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360862737\" class=\"r t-rec t-rec_pt_30 t-rec_pb_0\" style=\"padding-top:30px;padding-bottom:0px;background-color:#ffffff; \" data-animationappear=\"off\" data-record-type=\"273\"   data-bg-color=\"#ffffff\"> <!-- t254 --> <\/p>\n<div class=\"t254\">\n<div class=\"t-container\">\n<div class=\"t-row\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div class=\"t254__wrapper\">\n<div class=\"t254__icon\" style=\"color: #66a2be;\">\u201c<\/div>\n<div class=\"t254__text t-text t-text_lg\" style=\"\" field=\"text\">\n<div style=\"font-size:24px;line-height:36px;font-family:'PT Serif';\" data-customstyle=\"yes\"><strong>\u0422\u0443\u0442 \u0443\u0436 [\u0437\u0430\u0432\u0438\u0441\u0438\u0442]&nbsp;\u043e\u0442&nbsp;\u043f\u043e\u0442\u0440\u0435\u0431\u043d\u043e\u0441\u0442\u0435\u0439 \u0431\u0438\u0437\u043d\u0435\u0441\u0430 \u0438&nbsp;\u0442\u0440\u0430\u0434\u0438\u0446\u0438\u0439 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438, \u0433\u0434\u0435-\u0442\u043e R, \u0433\u0434\u0435-\u0442\u043e Python, \u043d\u0443\u0436\u043d\u0430 \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u044c&nbsp;\u2014 C++. \u041a\u0430\u043a \u0433\u043e\u0432\u043e\u0440\u0438\u043b \u043c\u043e\u0439 \u043d\u0430\u0447\u0430\u043b\u044c\u043d\u0438\u043a, \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u0438\u0434\u0435\u0442 \u043d\u0430&nbsp;\u0442\u043e\u043c \u044f\u0437\u044b\u043a\u0435, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0437\u043d\u0430\u0435\u0442 \u043d\u0430\u0448 \u0448\u0435\u0444.<\/strong><\/div>\n<\/div>\n<div class=\"t254__author t-text t-text_xs\" style=\"\" field=\"authorname\">\n<div style=\"font-size:16px;\" data-customstyle=\"yes\"><\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360862925\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \"  data-record-type=\"3\"   > <!-- T107 --> <\/p>\n<div class=\"t107\">\n<div class=\"t-align_center\" itemscope itemtype=\"http:\/\/schema.org\/ImageObject\"><meta itemprop=\"image\" content=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild3463-6662-4137-a362-386261313238__18.png\">    <img decoding=\"async\" src=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild3463-6662-4137-a362-386261313238__18.png\" data-zoomable=\"yes\" data-img-zoom-url=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild3463-6662-4137-a362-386261313238__18.png\" class=\"t107__width t-width t-width_8 t-img\" imgfield=\"img\"  \/>                  <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360863084\" class=\"r t-rec t-rec_pt_30 t-rec_pb_0\" style=\"padding-top:30px;padding-bottom:0px; \"  data-record-type=\"65\"   > <!-- T056 --> <\/p>\n<div class=\"t056\">\n<div class=\"t-container t-align_left\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div class=\"t056__title t-name t-name_xl\" field=\"title\" style=\"\">\n<div style=\"font-size:20px;line-height:32px;font-family:'Fira Sans';color:#343434;\" data-customstyle=\"yes\">\u041a\u0430\u043a\u043e\u0439 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0439 \u043d\u0430\u0438\u0431\u043e\u043b\u0435\u0435 \u0444\u0443\u043d\u043a\u0446\u0438\u043e\u043d\u0430\u043b\u044c\u043d\u044b\u0439 \u0438&nbsp;\u0443\u0434\u043e\u0431\u043d\u044b\u0439?<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360863142\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u0411\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u043e \u0443\u043a\u0430\u0437\u0430\u043b\u043e \u043d\u0435&nbsp;\u043a\u043e\u043d\u043a\u0440\u0435\u0442\u043d\u044b\u0439 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442, \u0430&nbsp;\u0438\u0445&nbsp;\u0441\u0432\u044f\u0437\u043a\u0443, \u0447\u0442\u043e, \u043a\u043e\u043d\u0435\u0447\u043d\u043e&nbsp;\u0436\u0435, \u043b\u043e\u0433\u0438\u0447\u043d\u043e.<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360863168\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u041f\u044f\u0442\u0451\u0440\u043a\u0430 \u043b\u0438\u0434\u0435\u0440\u043e\u0432 \u043f\u043e&nbsp;\u0432\u0441\u0435\u043c \u0443\u0447\u0430\u0441\u0442\u043d\u0438\u043a\u0430\u043c \u0432\u044b\u0433\u043b\u044f\u0434\u0438\u0442 \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u043c \u043e\u0431\u0440\u0430\u0437\u043e\u043c:<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360863180\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\n<ul>\n<li> TensorFlow; <\/li>\n<li> Python; <\/li>\n<li> PyTorch; <\/li>\n<li> Scikit-learn; <\/li>\n<li> Jupyter Notebook  <\/li>\n<\/ul>\n<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec362178128\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \"  data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\u0438&nbsp;\u0438\u0445&nbsp;\u0432\u0441\u0435\u0432\u043e\u0437\u043c\u043e\u0436\u043d\u044b\u0435 \u043a\u043e\u043c\u0431\u0438\u043d\u0430\u0446\u0438\u0438 \u043c\u0435\u0436\u0434\u0443 \u0441\u043e\u0431\u043e\u0439.<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360863232\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u0422\u0430\u043a\u0436\u0435 \u043d\u0435&nbsp;\u0437\u0430\u0431\u044b\u043b\u0438 \u043f\u0440\u043e Keras, Pandas, Spark, NumPy, Hadoop \u0438 R.<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360863293\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \"  data-record-type=\"3\"   > <!-- T107 --> <\/p>\n<div class=\"t107\">\n<div class=\"t-align_center\" itemscope itemtype=\"http:\/\/schema.org\/ImageObject\"><meta itemprop=\"image\" content=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild6539-6637-4333-b962-316438303864__19.png\">    <img decoding=\"async\" src=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild6539-6637-4333-b962-316438303864__19.png\" data-zoomable=\"yes\" data-img-zoom-url=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild6539-6637-4333-b962-316438303864__19.png\" class=\"t107__width t-width t-width_8 t-img\" imgfield=\"img\"  \/>                  <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360863415\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u041f\u0440\u0438 \u044d\u0442\u043e\u043c \u0441\u0440\u0435\u0434\u0438 \u043f\u0440\u0430\u043a\u0442\u0438\u043a\u0443\u044e\u0449\u0438\u0445&nbsp;DS \u0431\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u043e \u0443\u043a\u0430\u0437\u0430\u043b\u043e \u0432&nbsp;\u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435 \u043e\u0441\u043d\u043e\u0432\u043d\u043e\u0433\u043e \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u044f PyTorch, \u0432&nbsp;\u0442\u043e&nbsp;\u0432\u0440\u0435\u043c\u044f \u043a\u0430\u043a \u0431\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u043e \u0438\u043d\u0442\u0435\u0440\u0435\u0441\u0443\u044e\u0449\u0438\u0445\u0441\u044f \u043d\u0430\u0437\u0432\u0430\u043b\u0438 TensorFlow.<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360863427\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u0423\u0447\u0438\u0442\u044b\u0432\u0430\u044f, \u0447\u0442\u043e PyTorch \u0441\u0447\u0438\u0442\u0430\u0435\u0442\u0441\u044f \u0431\u043e\u043b\u0435\u0435 \u043b\u0435\u0433\u043a\u0438\u043c \u0432&nbsp;\u043e\u0441\u0432\u043e\u0435\u043d\u0438\u0438 \u0434\u043b\u044f \u043d\u0430\u0447\u0438\u043d\u0430\u044e\u0449\u0438\u0445, \u043f\u043e\u043b\u0443\u0447\u0430\u0435\u0442\u0441\u044f \u043d\u0435\u043c\u043d\u043e\u0433\u043e \u043f\u0430\u0440\u0430\u0434\u043e\u043a\u0441\u0430\u043b\u044c\u043d\u0430\u044f \u0441\u0438\u0442\u0443\u0430\u0446\u0438\u044f. \u041d\u043e, \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e, \u043b\u0438\u0434\u0435\u0440\u0441\u0442\u0432\u043e TensorFlow \u0432&nbsp;\u043a\u043e\u0433\u043e\u0440\u0442\u0435 \u0438\u043d\u0442\u0435\u0440\u0435\u0441\u0443\u044e\u0449\u0438\u0445\u0441\u044f \u0441\u0432\u044f\u0437\u0430\u043d\u043e \u0441&nbsp;\u0442\u0435\u043c, \u0447\u0442\u043e \u043e\u043d&nbsp;\u0447\u0443\u0442\u044c \u0431\u043e\u043b\u0435\u0435 \u0440\u0430\u0441\u043f\u0438\u0430\u0440\u0435\u043d.<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360863440\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u0422\u0430\u043a\u0436\u0435 \u043d\u0430\u0448\u043b\u0438\u0441\u044c \u0441\u0442\u0430\u0440\u043e\u0436\u0438\u043b\u044b \u0432&nbsp;\u043f\u0440\u043e\u0444\u0435\u0441\u0441\u0438\u0438, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442 \u0441\u0432\u043e\u0438 \u043b\u0438\u0447\u043d\u044b\u0435 \u043d\u0430\u0440\u0430\u0431\u043e\u0442\u043a\u0438:<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360863611\" class=\"r t-rec t-rec_pt_30 t-rec_pb_0\" style=\"padding-top:30px;padding-bottom:0px;background-color:#ffffff; \" data-animationappear=\"off\" data-record-type=\"273\"   data-bg-color=\"#ffffff\"> <!-- t254 --> <\/p>\n<div class=\"t254\">\n<div class=\"t-container\">\n<div class=\"t-row\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div class=\"t254__wrapper\">\n<div class=\"t254__icon\" style=\"color: #66a2be;\">\u201c<\/div>\n<div class=\"t254__text t-text t-text_lg\" style=\"\" field=\"text\">\n<div style=\"font-size:24px;line-height:36px;font-family:'PT Serif';\" data-customstyle=\"yes\"><strong style=\"\">Anaconda + TensorFlow + Pandas + \u0441\u0432\u043e\u0438; \u043d\u0430&nbsp;\u0441\u0430\u043c\u043e\u043c \u0434\u0435\u043b\u0435 TensorFlow + \u043a\u0443\u0447\u0430 \u0441\u043e\u0431\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0445 \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a, \u043d\u0430\u043f\u0438\u0441\u0430\u043d\u043d\u044b\u0445 \u0435\u0449\u0451 \u0432&nbsp;2000\u20132006 \u0433\u043e\u0434\u0430\u0445.<\/strong><\/div>\n<\/div>\n<div class=\"t254__author t-text t-text_xs\" style=\"\" field=\"authorname\">\n<div style=\"font-size:16px;\" data-customstyle=\"yes\"><\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360863640\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u0420\u0430\u0441\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u0435 \u043e\u0442\u0432\u0435\u0442\u043e\u0432 \u043d\u0435&nbsp;\u0437\u0430\u0432\u0438\u0441\u0438\u0442 \u043e\u0442&nbsp;\u0440\u0430\u0437\u043c\u0435\u0440\u0430 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438 \u0438\u043b\u0438 \u043e\u043f\u044b\u0442\u0430 \u0440\u0430\u0431\u043e\u0442\u044b&nbsp;DS.<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360863684\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u0418\u0437&nbsp;\u0438\u043d\u0442\u0435\u0440\u0435\u0441\u043d\u044b\u0445 \u0432\u0430\u0440\u0438\u0430\u043d\u0442\u043e\u0432 \u043e\u0442\u0432\u0435\u0442\u043e\u0432 \u0441\u0440\u0435\u0434\u0438 \u0438\u043d\u0442\u0435\u0440\u0435\u0441\u0443\u044e\u0449\u0438\u0445\u0441\u044f&nbsp;DS \u0434\u0432\u0430\u0436\u0434\u044b \u043f\u0440\u043e\u0441\u043a\u043e\u0447\u0438\u043b \u0431\u0430\u0442\u044e\u0448\u043a\u0430 Excel, \u0430&nbsp;\u0442\u0430\u043a\u0436\u0435 \u0432\u0435\u0441\u044c\u043c\u0430 \u043d\u0435\u043e\u0447\u0435\u0432\u0438\u0434\u043d\u044b\u0435 \u0432\u0430\u0440\u0438\u0430\u043d\u0442\u044b \u0442\u0438\u043f\u0430 \u043c\u043e\u0437\u0433\u0430 \u0438\u043b\u0438 \u043a\u043e\u043c\u043f\u044c\u044e\u0442\u0435\u0440\u0430, \u0430&nbsp;\u0442\u0430\u043a\u0436\u0435 \u00ab\u043c\u044b\u0448\u043b\u0435\u043d\u0438\u0435 \u0438&nbsp;\u0431\u043e\u0433\u0430\u0442\u043e\u0435 \u0432\u043e\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0435\u00bb. \u0414\u0435\u0439\u0441\u0442\u0432\u0438\u0442\u0435\u043b\u044c\u043d\u043e, \u043f\u0440\u0438 \u0440\u0430\u0431\u043e\u0442\u0435 \u0432&nbsp;\u0441\u0444\u0435\u0440\u0435&nbsp;DS \u044d\u0442\u043e \u0432\u0441\u0451 \u0442\u043e\u0436\u0435 \u043c\u043e\u0436\u0435\u0442 \u043f\u0440\u0438\u0433\u043e\u0434\u0438\u0442\u044c\u0441\u044f.<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec361759765\" class=\"r t-rec t-rec_pt_60 t-rec_pb_15\" style=\"padding-top:60px;padding-bottom:15px; \"  data-record-type=\"248\"   > <!-- T220 --> <\/p>\n<div class=\"t220\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div class=\"t220__textwrapper\" style=\"background-color:#f5f5f5;\">\n<div style=\"\">\n<div class=\"t220__title t-heading t-heading_sm\" style=\"\" field=\"title\">\n<div style=\"font-size:20px;\" data-customstyle=\"yes\"><span style=\"font-weight: 500;\">\u0418\u0433\u043e\u0440\u044c \u0413\u0430\u043b\u0438\u0446\u043a\u0438\u0439<\/span>, \u0421\u0431\u0435\u0440:<\/div>\n<\/div>\n<div field=\"text\" class=\"t220__text t-text t-text_md\" style=\"\">\u041f\u043e\u043c\u0438\u043c\u043e \u0441\u0442\u0430\u043d\u0434\u0430\u0440\u0442\u043d\u044b\u0445 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u043e\u0432 \u0434\u043b\u044f&nbsp;DS (Python, Jupyter, PyTorch \u0438 \u0442.&nbsp;\u0434.), \u0432&nbsp;\u043a\u043e\u043c\u0430\u043d\u0434\u0430\u0445 \u0421\u0431\u0435\u0440\u0430 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442 \u0440\u0430\u0437\u043d\u044b\u0435 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0438. \u0414\u043b\u044f \u0440\u0430\u0431\u043e\u0442\u044b \u0441&nbsp;Big Data&nbsp;\u2014 Hadoop, Kafka, Spark, Flink, Beam. \u0418\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u044b MLOps&nbsp;\u2014 Airflow, Jenkins, Nexus3, OpenShift, Docker, DVC, MLflow. \u0414\u043b\u044f \u0443\u0441\u043a\u043e\u0440\u0435\u043d\u0438\u044f DL-\u043f\u0430\u0439\u043f\u043b\u0430\u0439\u043d\u043e\u0432&nbsp;\u2014 TensorRT, ONNX, OpenVINO, Horovod, DeepSpeed. \u0415\u0449\u0451 \u043c\u044b&nbsp;\u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u043c \u0441\u043e\u0431\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0435 AutoML-\u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a\u0438, \u043d\u0430\u043f\u0440\u0438\u043c\u0435\u0440 <a href=\"https:\/\/u.habr.com\/sber_ds_automl\">LAMA<\/a>. \u0410&nbsp;\u0434\u043b\u044f \u0440\u0430\u0431\u043e\u0442\u044b \u0441&nbsp;\u0442\u044f\u0436\u0435\u043b\u044b\u043c\u0438 DL-\u043f\u0430\u0439\u043f\u043b\u0430\u0439\u043d\u0430\u043c\u0438 \u0443&nbsp;\u043d\u0430\u0441 \u0435\u0441\u0442\u044c \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u0430 <a href=\"https:\/\/u.habr.com\/sber_ds_mlspace\">ML&nbsp;Space<\/a>.<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360863738\" class=\"r t-rec t-rec_pt_60 t-rec_pb_0\" style=\"padding-top:60px;padding-bottom:0px; \"  data-record-type=\"128\"   > <!-- T120 --> <\/p>\n<div class=\"t120\">\n<div class=\"t-container t-align_left\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<h2 class=\"t120__title t-heading t-heading_sm\" field=\"title\" style=\"\">\n<div style=\"font-size:32px;line-height:42px;color:#464646;\" data-customstyle=\"yes\">\u0412\u044b\u0432\u043e\u0434\u044b<\/div>\n<\/h2><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360863842\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u041d\u0430\u0447\u0438\u043d\u0430\u044e\u0449\u0438\u0435 \u0441\u0430\u0439\u0435\u043d\u0442\u0438\u0441\u0442\u044b \u0431\u043e\u043b\u0435\u0435 \u043e\u0434\u0438\u043d\u043e\u043a\u0438. \u0411\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u043e \u0441\u0430\u0439\u0435\u043d\u0442\u0438\u0441\u0442\u043e\u0432 \u0432&nbsp;\u043f\u0440\u043e\u0444\u0435\u0441\u0441\u0438\u0438 \u043e\u0442&nbsp;\u0433\u043e\u0434\u0430 \u0434\u043e&nbsp;\u0442\u0440\u0451\u0445. \u0420\u0430\u0431\u043e\u0442\u0430\u044e\u0442 \u043e\u043d\u0438 \u0432&nbsp;\u043a\u0440\u0443\u043f\u043d\u044b\u0445 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u044f\u0445 \u0438&nbsp;\u043d\u0435\u0431\u043e\u043b\u044c\u0448\u0438\u0445 \u043e\u0442\u0434\u0435\u043b\u0430\u0445 \u043f\u043e&nbsp;3\u20135 \u0447\u0435\u043b\u043e\u0432\u0435\u043a \u0441&nbsp;\u0440\u0430\u0437\u0434\u0435\u043b\u0435\u043d\u0438\u0435\u043c \u043d\u0430&nbsp;\u0440\u043e\u043b\u0438 \u0438\u043d\u0436\u0435\u043d\u0435\u0440\u0430, \u0430\u043d\u0430\u043b\u0438\u0442\u0438\u043a\u0430 \u0438&nbsp;\u0441\u0430\u0439\u0435\u043d\u0442\u0438\u0441\u0442\u0430. \u041e\u0441\u043d\u043e\u0432\u043d\u044b\u0435 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u044b, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u043c\u044b\u0435 \u0432&nbsp;\u0440\u0430\u0431\u043e\u0442\u0435,&nbsp;\u2014 PyTorch, Python \u0438&nbsp;\u0435\u0433\u043e \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0438. \u0417\u0430\u0447\u0430\u0441\u0442\u0443\u044e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442\u0441\u044f \u043a\u043e\u0440\u043f\u043e\u0440\u0430\u0442\u0438\u0432\u043d\u044b\u0435 \u0441\u0435\u0440\u0432\u0435\u0440\u0430, \u043d\u043e&nbsp;\u0432\u0441\u0451 \u0437\u0430\u0432\u0438\u0441\u0438\u0442 \u043e\u0442&nbsp;\u043f\u0440\u043e\u0435\u043a\u0442\u0430 \u0438&nbsp;\u0437\u0430\u0434\u0430\u0447. <\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec362168423\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u0420\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u044b \u043e\u043f\u0440\u043e\u0441\u0430 \u0441\u043e\u0432\u043f\u0430\u0434\u0430\u044e\u0442 \u0441&nbsp;\u0432\u0430\u0448\u0438\u043c\u0438 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u0438\u044f\u043c\u0438 \u043e&nbsp;\u043f\u0440\u043e\u0444\u0435\u0441\u0441\u0438\u0438&nbsp;DS? \u0414\u0435\u043b\u0438\u0442\u0435\u0441\u044c \u0432&nbsp;\u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u044f\u0445.<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360863867\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">P. S. \u0417\u0430&nbsp;\u043f\u043e\u043c\u043e\u0449\u044c \u0432&nbsp;\u043f\u0440\u043e\u0432\u0435\u0434\u0435\u043d\u0438\u0438 \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u0431\u043b\u0430\u0433\u043e\u0434\u0430\u0440\u0438\u043c \u041c\u0430\u043a\u0441\u0438\u043c\u0430 \u0410\u0440\u0431\u0443\u0437\u043e\u0432\u0430 (<a href=\"https:\/\/habr.com\/ru\/users\/maxarbuzov\/\" target=\"_blank\">@maxarbuzov<\/a>).<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<p> <!--\/allrecords--><\/div>\n<\/div>\n<p><!----><!----><\/div>\n<p><!----><!----><br \/> \u0441\u0441\u044b\u043b\u043a\u0430 \u043d\u0430 \u043e\u0440\u0438\u0433\u0438\u043d\u0430\u043b \u0441\u0442\u0430\u0442\u044c\u0438 <a href=\"https:\/\/habr.com\/ru\/articles\/580362\/\"> https:\/\/habr.com\/ru\/articles\/580362\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<div><!--[--><!--]--><\/div>\n<div id=\"post-content-body\">\n<div>\n<div><!--allrecords--> <\/p>\n<div id=\"allrecords\" class=\"t-records\" data-hook=\"blocks-collection-content-node\" data-tilda-project-id=\"14525\" data-tilda-page-id=\"22334048\" data-tilda-formskey=\"3b210738221af134cced63282d7ec63c\" data-blocks-animationoff=\"yes\">\n<div id=\"rec360849202\" class=\"r t-rec t-rec_pt_45 t-rec_pb_0\" style=\"padding-top:45px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"127\"   > <!-- T119 --> <\/p>\n<div class=\"t119\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div class=\"t119__preface t-descr\" style=\"opacity:0.70;\" field=\"text\">\n<div style=\"font-size:24px;line-height:36px;color:#000000;\" data-customstyle=\"yes\"><\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849203\" class=\"r t-rec t-rec_pt_30 t-rec_pb_0\" style=\"padding-top:30px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"127\"   > <!-- T119 --> <\/p>\n<div class=\"t119\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div class=\"t119__preface t-descr\" style=\"font-weight:500;font-family:'Fira Sans';opacity:0.70;\" field=\"text\">\n<div style=\"font-size:24px;line-height:36px;font-family:'Fira Sans';color:#000000;\" data-customstyle=\"yes\">\u041d\u0435\u0434\u0430\u0432\u043d\u043e \u043c\u044b&nbsp;\u0441\u043e&nbsp;\u0421\u0431\u0435\u0440\u043e\u043c \u043f\u0440\u043e\u0432\u043e\u0434\u0438\u043b\u0438 <a href=\"https:\/\/u.habr.com\/sber_megapostopros\" target=\"_blank\">\u043e\u043f\u0440\u043e\u0441<\/a> \u043e&nbsp;\u0442\u043e\u043c, \u043a\u0442\u043e \u0434\u043e\u043b\u0436\u0435\u043d \u0437\u0430\u043d\u0438\u043c\u0430\u0442\u044c\u0441\u044f \u0440\u0430\u0431\u043e\u0442\u043e\u0439 \u0441&nbsp;\u0434\u0430\u043d\u043d\u044b\u043c\u0438 \u0438&nbsp;\u043a\u0430\u043a \u044d\u0442\u043e \u043e\u0440\u0433\u0430\u043d\u0438\u0437\u043e\u0432\u0430\u043d\u043e \u0432&nbsp;\u0432\u0430\u0448\u0438\u0445 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u044f\u0445. \u0427\u0442\u043e\u0431\u044b \u043d\u0435&nbsp;\u043f\u0440\u043e\u0441\u043b\u044b\u0442\u044c \u0441\u0430\u043f\u043e\u0436\u043d\u0438\u043a\u0430\u043c\u0438 \u0431\u0435\u0437 \u0441\u0430\u043f\u043e\u0433, \u0434\u043b\u044f \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u043e\u0432 \u043c\u044b&nbsp;\u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043b\u0438 DS-\u043f\u043e\u0434\u0445\u043e\u0434. \u0425\u043e\u0442\u0438\u0442\u0435 \u0443\u0437\u043d\u0430\u0442\u044c, \u0447\u0442\u043e \u0443&nbsp;\u043d\u0430\u0441 \u043f\u043e\u043b\u0443\u0447\u0438\u043b\u043e\u0441\u044c? \u0422\u043e\u0433\u0434\u0430 \u043c\u0438\u043b\u043e\u0441\u0442\u0438 \u043f\u0440\u043e\u0441\u0438\u043c \u043f\u043e\u0434&nbsp;\u043a\u0430\u0442.<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849204\" class=\"r t-rec t-rec_pb_0\" style=\"padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"126\"   > <!-- T118 --> <\/p>\n<div class=\"t118\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<hr class=\"t118__line\" style=\"background-color:#464646;opacity:1;\">         <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849206\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u0412\u0441\u0435\u0433\u043e \u0432&nbsp;\u043e\u043f\u0440\u043e\u0441\u0435 \u043f\u0440\u0438\u043d\u044f\u043b\u043e \u0443\u0447\u0430\u0441\u0442\u0438\u0435 3540&nbsp;\u0447\u0435\u043b\u043e\u0432\u0435\u043a, \u0438\u0437&nbsp;\u043a\u043e\u0442\u043e\u0440\u044b\u0445 1874&nbsp;\u0434\u043e\u0448\u043b\u0438 \u0434\u043e&nbsp;\u043a\u043e\u043d\u0446\u0430 \u0438&nbsp;\u043e\u0442\u0432\u0435\u0442\u0438\u043b\u0438 \u043d\u0430&nbsp;\u0432\u0441\u0435 \u0432\u043e\u043f\u0440\u043e\u0441\u044b. \u0418\u0445&nbsp;\u043e\u0442\u0432\u0435\u0442\u044b \u043c\u044b&nbsp;\u0438&nbsp;\u0431\u0443\u0434\u0435\u043c \u0430\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u0442\u044c. \u0412&nbsp;\u0430\u043d\u0430\u043b\u0438\u0437\u0435 \u0434\u0430\u043d\u043d\u044b\u0445 \u043c\u044b&nbsp;\u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043b\u0438 Google Sheets, R&nbsp;\u0438&nbsp;Data Studio \u043a\u0430\u043a \u0441\u0440\u0435\u0434\u0441\u0442\u0432\u043e \u0432\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438, \u043d\u043e \u043f\u0435\u0440\u0435\u0434 \u043f\u0443\u0431\u043b\u0438\u043a\u0430\u0446\u0438\u0435\u0439 \u043f\u043e\u043f\u0440\u043e\u0441\u0438\u043b\u0438 \u043d\u0430\u0448\u0435\u0433\u043e \u0434\u0438\u0437\u0430\u0439\u043d\u0435\u0440\u0430 \u043f\u0440\u0438\u0432\u0435\u0441\u0442\u0438 \u0432\u0441\u0435 \u0433\u0440\u0430\u0444\u0438\u043a\u0438 \u043a \u0435\u0434\u0438\u043d\u043e\u043c\u0443 \u0441\u0442\u0438\u043b\u044e.<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360850017\" class=\"r t-rec t-rec_pt_60 t-rec_pb_0\" style=\"padding-top:60px;padding-bottom:0px; \"  data-record-type=\"128\"   > <!-- T120 --> <\/p>\n<div class=\"t120\">\n<div class=\"t-container t-align_left\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<h2 class=\"t120__title t-heading t-heading_sm\" field=\"title\" style=\"\">\n<div style=\"font-size:32px;line-height:42px;color:#464646;\" data-customstyle=\"yes\">\u041e\u0431\u0449\u0438\u0435 \u0432\u0432\u043e\u0434\u043d\u044b\u0435<\/div>\n<\/h2><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849207\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">85%&nbsp;\u043f\u0440\u0438\u043d\u044f\u0432\u0448\u0438\u0445 \u0443\u0447\u0430\u0441\u0442\u0438\u0435 \u0432&nbsp;\u043e\u043f\u0440\u043e\u0441\u0435 \u0441\u0438\u0434\u044f\u0442 \u043d\u0430&nbsp;\u0425\u0430\u0431\u0440\u0435 \u043a\u0430\u043a \u043d\u0435\u0437\u0430\u043b\u043e\u0433\u0438\u043d\u0435\u043d\u043d\u044b\u0435 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u0438.<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360851193\" class=\"r t-rec t-rec_pt_30 t-rec_pb_30\" style=\"padding-top:30px;padding-bottom:30px; \"  data-record-type=\"3\"   > <!-- T107 --> <\/p>\n<div class=\"t107\">\n<div class=\"t-align_center\" itemscope itemtype=\"http:\/\/schema.org\/ImageObject\"><meta itemprop=\"image\" content=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild6463-6539-4030-b461-666465336266__t1.png\">                      <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849208\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u0415\u0441\u043b\u0438 \u0440\u0430\u0441\u0441\u043c\u0430\u0442\u0440\u0438\u0432\u0430\u0442\u044c \u041e\u0421, \u0442\u043e, \u043a\u0430\u043a \u0438&nbsp;\u0432&nbsp;\u0446\u0435\u043b\u043e\u043c \u043f\u043e&nbsp;\u043c\u0438\u0440\u0443, \u043d\u0430\u0431\u043b\u044e\u0434\u0430\u0435\u0442\u0441\u044f \u0434\u043e\u043c\u0438\u043d\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u0435\u0439 \u0441&nbsp;Windows&nbsp;\u2014 62%, \u043f\u0440\u0438 \u044d\u0442\u043e\u043c 75% \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u0435\u0439 \u043f\u0440\u043e\u0445\u043e\u0434\u0438\u043b\u0438 \u043e\u043f\u0440\u043e\u0441 \u0441&nbsp;\u0434\u0435\u0441\u043a\u0442\u043e\u043f\u043e\u0432.<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360851416\" class=\"r t-rec t-rec_pt_30 t-rec_pb_30\" style=\"padding-top:30px;padding-bottom:30px; \"  data-record-type=\"3\"   > <!-- T107 --> <\/p>\n<div class=\"t107\">\n<div class=\"t-align_center\" itemscope itemtype=\"http:\/\/schema.org\/ImageObject\"><meta itemprop=\"image\" content=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild3363-6638-4435-b862-356631366138__t2.png\">                      <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849210\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u0415\u0441\u043b\u0438 \u0440\u0430\u0441\u0441\u043c\u0430\u0442\u0440\u0438\u0432\u0430\u0442\u044c \u0440\u0430\u0441\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u0435 \u043e\u0442\u0432\u0435\u0442\u043e\u0432 \u043f\u043e&nbsp;\u0434\u0430\u0442\u0430\u043c, \u0445\u043e\u0440\u043e\u0448\u043e \u0432\u0438\u0434\u043d\u043e, \u0447\u0442\u043e \u0431\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u043e \u043e\u0442\u0432\u0435\u0442\u043e\u0432 \u043f\u0440\u0438\u0445\u043e\u0434\u0438\u0442\u0441\u044f \u043d\u0430&nbsp;\u0431\u0443\u0434\u043d\u0438\u0435 \u0434\u043d\u0438, \u0432&nbsp;\u0447\u0430\u0441\u0442\u043d\u043e\u0441\u0442\u0438 \u043d\u0430&nbsp;\u043f\u043e\u043d\u0435\u0434\u0435\u043b\u044c\u043d\u0438\u043a \u0438&nbsp;\u0432\u0442\u043e\u0440\u043d\u0438\u043a.<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360851491\" class=\"r t-rec t-rec_pt_15 t-rec_pb_15\" style=\"padding-top:15px;padding-bottom:15px; \"  data-record-type=\"3\"   > <!-- T107 --> <\/p>\n<div class=\"t107\">\n<div class=\"t-align_center\" itemscope itemtype=\"http:\/\/schema.org\/ImageObject\"><meta itemprop=\"image\" content=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild6333-6163-4439-b933-363961313430__1.png\">                      <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360851537\" class=\"r t-rec t-rec_pt_0 t-rec_pb_15\" style=\"padding-top:0px;padding-bottom:15px; \"  data-record-type=\"3\"   > <!-- T107 --> <\/p>\n<div class=\"t107\">\n<div class=\"t-align_center\" itemscope itemtype=\"http:\/\/schema.org\/ImageObject\"><meta itemprop=\"image\" content=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild3565-6437-4337-a536-343036323762__2.png\">                      <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849211\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u0412&nbsp;\u0442\u0435\u0447\u0435\u043d\u0438\u0435 \u0434\u043d\u044f \u0443\u0447\u0430\u0441\u0442\u043d\u0438\u043a\u0438 \u0447\u0430\u0449\u0435 \u0432\u0441\u0435\u0433\u043e \u0434\u0430\u0432\u0430\u043b\u0438 \u043e\u0442\u0432\u0435\u0442\u044b \u0432&nbsp;\u043f\u043e\u0441\u043b\u0435\u043e\u0431\u0435\u0434\u0435\u043d\u043d\u043e\u0435 \u0432\u0440\u0435\u043c\u044f. \u0423\u0447\u0438\u0442\u044b\u0432\u0430\u044f \u0432\u0441\u0451 \u043f\u0435\u0440\u0435\u0447\u0438\u0441\u043b\u0435\u043d\u043d\u043e\u0435, \u043c\u043e\u0436\u043d\u043e \u0432\u044b\u0434\u0432\u0438\u043d\u0443\u0442\u044c \u0433\u0438\u043f\u043e\u0442\u0435\u0437\u0443, \u0447\u0442\u043e \u043e\u043f\u0440\u043e\u0441 \u0431\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u043e \u043f\u0440\u043e\u0445\u043e\u0434\u0438\u043b\u043e \u0432&nbsp;\u0440\u0430\u0431\u043e\u0447\u0435\u0435 \u0432\u0440\u0435\u043c\u044f \u0438&nbsp;\u0437\u0430&nbsp;\u0440\u0430\u0431\u043e\u0447\u0438\u043c\u0438 \u043c\u0430\u0448\u0438\u043d\u0430\u043c\u0438. \u041a\u0430\u043a \u0438\u0437\u0432\u0435\u0441\u0442\u043d\u043e, \u043f\u043e\u0447\u0438\u0442\u044b\u0432\u0430\u043d\u0438\u0435 \u0425\u0430\u0431\u0440\u0430 \u043f\u043e\u0441\u043b\u0435 \u043e\u0431\u0435\u0434\u0430 \u0441\u043f\u043e\u0441\u043e\u0431\u0441\u0442\u0432\u0443\u0435\u0442 \u0440\u0430\u0431\u043e\u0447\u0435\u043c\u0443 \u0438&nbsp;\u043f\u0438\u0449\u0435\u0432\u0430\u0440\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u043c\u0443 \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u0430\u043c.<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849218\" class=\"r t-rec t-rec_pt_60 t-rec_pb_0\" style=\"padding-top:60px;padding-bottom:0px; \"  data-record-type=\"128\"   > <!-- T120 --> <\/p>\n<div class=\"t120\">\n<div class=\"t-container t-align_left\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<h2 class=\"t120__title t-heading t-heading_sm\" field=\"title\" style=\"\">\n<div style=\"font-size:32px;line-height:42px;color:#464646;\" data-customstyle=\"yes\">\u0423\u0447\u0430\u0441\u0442\u043d\u0438\u043a\u0438 \u043e\u043f\u0440\u043e\u0441\u0430 \u2014 \u043a\u0442\u043e \u043e\u043d\u0438? <\/div>\n<\/h2><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849219\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u0412&nbsp;\u043f\u0435\u0440\u0432\u044b\u0445 \u0434\u0432\u0443\u0445 \u0432\u043e\u043f\u0440\u043e\u0441\u0430\u0445 \u043c\u044b&nbsp;\u0441\u043f\u0440\u0430\u0448\u0438\u0432\u0430\u043b\u0438, \u043a\u0442\u043e \u043d\u0430\u0448\u0438 \u0443\u0447\u0430\u0441\u0442\u043d\u0438\u043a\u0438, \u043a\u0430\u043a \u0434\u0430\u0432\u043d\u043e \u043e\u043d\u0438 \u0432&nbsp;\u043f\u0440\u043e\u0444\u0435\u0441\u0441\u0438\u0438, \u0438&nbsp;\u0443\u0437\u043d\u0430\u0432\u0430\u043b\u0438 \u0440\u0430\u0437\u043c\u0435\u0440 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0439, \u0432&nbsp;\u043a\u043e\u0442\u043e\u0440\u044b\u0445 \u043e\u043d\u0438 \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0442.<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849220\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u041f\u0440\u0430\u043a\u0442\u0438\u043a\u0443\u044e\u0449\u0438\u0435&nbsp;DS \u043e\u043a\u0430\u0437\u0430\u043b\u0438\u0441\u044c \u0432&nbsp;\u043c\u0435\u043d\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u0435&nbsp;\u2014 366&nbsp;\u0447\u0435\u043b\u043e\u0432\u0435\u043a \u0438\u0437&nbsp;1874&nbsp;\u043f\u0440\u043e\u0448\u0435\u0434\u0448\u0438\u0445 \u043e\u043f\u0440\u043e\u0441. \u0422\u0430\u043a \u0447\u0442\u043e \u043c\u044b&nbsp;\u0440\u0430\u0437\u0434\u0435\u043b\u0438\u043b\u0438 \u0432\u0430\u0440\u0438\u0430\u043d\u0442\u044b \u043e\u0442\u0432\u0435\u0442\u043e\u0432 \u043d\u0430&nbsp;\u0434\u0432\u0435 \u0433\u0440\u0443\u043f\u043f\u044b (DS&nbsp;\u0438&nbsp;\u043d\u0435 DS) \u0438&nbsp;\u043f\u0440\u043e\u0430\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043b\u0438 \u0438\u0445&nbsp;\u0432&nbsp;\u0441\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u0438 \u0434\u0440\u0443\u0433 \u0441&nbsp;\u0434\u0440\u0443\u0433\u043e\u043c. \u0412&nbsp;\u043e\u0441\u043d\u043e\u0432\u043d\u043e\u043c \u0431\u043e\u043b\u044c\u0448\u043e\u0439 \u0440\u0430\u0437\u043d\u0438\u0446\u044b \u0432&nbsp;\u043e\u0442\u0432\u0435\u0442\u0430\u0445 \u043d\u0435&nbsp;\u0431\u044b\u043b\u043e, \u043d\u043e&nbsp;\u0438\u043d\u0442\u0435\u0440\u0435\u0441\u043d\u044b\u0435 \u0440\u0430\u0441\u0445\u043e\u0436\u0434\u0435\u043d\u0438\u044f \u0432\u0441\u0451&nbsp;\u0436\u0435 \u0432\u0441\u0442\u0440\u0435\u0447\u0430\u043b\u0438\u0441\u044c, \u043e&nbsp;\u0447\u0451\u043c \u0440\u0430\u0441\u0441\u043a\u0430\u0436\u0435\u043c \u043d\u0438\u0436\u0435.<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360851890\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u0418\u0437&nbsp;\u0442\u0435\u0445, \u043a\u0442\u043e \u043d\u0435&nbsp;\u0438\u043c\u0435\u0435\u0442 \u043e\u0442\u043d\u043e\u0448\u0435\u043d\u0438\u044f \u043a&nbsp;DS, \u043f\u043e\u0434\u0430\u0432\u043b\u044f\u044e\u0449\u0435\u0435 \u0431\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u043e \u0438\u043d\u0442\u0435\u0440\u0435\u0441\u0443\u0435\u0442\u0441\u044f \u0442\u0435\u043c\u043e\u0439 \u0438\u043b\u0438 \u0443\u0436\u0435 \u043f\u043b\u0430\u043d\u0438\u0440\u0443\u0435\u0442 \u043e\u0441\u0432\u043e\u0438\u0442\u044c \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u044c\u043d\u043e\u0441\u0442\u044c. \u0411\u044b\u043b\u0438 \u0438&nbsp;\u043d\u0435&nbsp;\u0441\u043e\u0432\u0441\u0435\u043c \u043e\u0431\u044b\u0447\u043d\u044b\u0435 \u0443\u0447\u0430\u0441\u0442\u043d\u0438\u043a\u0438:<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360854011\" class=\"r t-rec t-rec_pt_30 t-rec_pb_0\" style=\"padding-top:30px;padding-bottom:0px;background-color:#ffffff; \" data-animationappear=\"off\" data-record-type=\"273\"   data-bg-color=\"#ffffff\"> <!-- t254 --> <\/p>\n<div class=\"t254\">\n<div class=\"t-container\">\n<div class=\"t-row\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div class=\"t254__wrapper\">\n<div class=\"t254__icon\" style=\"color: #66a2be;\">\u201c<\/div>\n<div class=\"t254__text t-text t-text_lg\" style=\"\" field=\"text\">\n<div style=\"font-size:24px;line-height:36px;font-family:'PT Serif';\" data-customstyle=\"yes\"><strong style=\"\">\u042f&nbsp;\u0448\u043a\u043e\u043b\u044c\u043d\u0438\u043a, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0438\u0437\u0443\u0447\u0430\u0435\u0442 \u0432\u0441\u0451, \u0441\u0432\u044f\u0437\u0430\u043d\u043d\u043e\u0435 \u0441&nbsp;\u041f\u041a.<\/strong><\/div>\n<\/div>\n<div class=\"t254__author t-text t-text_xs\" style=\"\" field=\"authorname\">\n<div style=\"font-size:16px;\" data-customstyle=\"yes\"><\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360852689\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \"  data-record-type=\"3\"   > <!-- T107 --> <\/p>\n<div class=\"t107\">\n<div class=\"t-align_center\" itemscope itemtype=\"http:\/\/schema.org\/ImageObject\"><meta itemprop=\"image\" content=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild3463-3863-4365-b939-643732346334__3.png\">                      <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849222\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u041f\u0440\u0438\u043c\u0435\u0440\u043d\u043e \u043f\u043e\u043b\u043e\u0432\u0438\u043d\u0430 \u043f\u0440\u0430\u043a\u0442\u0438\u043a\u0443\u044e\u0449\u0438\u0445 \u0441\u0430\u0439\u0435\u043d\u0442\u0438\u0441\u0442\u043e\u0432 \u0432&nbsp;\u043f\u0440\u043e\u0444\u0435\u0441\u0441\u0438\u0438 \u043e\u0442&nbsp;\u0433\u043e\u0434\u0430 \u0434\u043e&nbsp;\u0442\u0440\u0451\u0445. 59&nbsp;\u0447\u0435\u043b\u043e\u0432\u0435\u043a \u0437\u0430\u043d\u0438\u043c\u0430\u044e\u0442\u0441\u044f&nbsp;DS \u043c\u0435\u043d\u0435\u0435 \u0433\u043e\u0434\u0430, \u0438&nbsp;47&nbsp;\u0432&nbsp;\u0442\u0435\u043c\u0435 \u0443\u0436\u0435 \u0434\u0430\u0432\u043d\u043e.<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360854466\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \"  data-record-type=\"3\"   > <!-- T107 --> <\/p>\n<div class=\"t107\">\n<div class=\"t-align_center\" itemscope itemtype=\"http:\/\/schema.org\/ImageObject\"><meta itemprop=\"image\" content=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild6337-6531-4337-b935-363836633632__4.png\">                      <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849224\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u041d\u0435&nbsp;\u043c\u0435\u043d\u0435\u0435 \u0438\u043d\u0442\u0435\u0440\u0435\u0441\u043d\u0430 \u0438&nbsp;\u0440\u0430\u0437\u0431\u0438\u0432\u043a\u0430 \u043f\u043e&nbsp;\u0440\u0430\u0437\u043c\u0435\u0440\u0443 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0439, \u0433\u0434\u0435 \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0442 \u043d\u0430\u0448\u0438 \u0443\u0447\u0430\u0441\u0442\u043d\u0438\u043a\u0438.<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360854687\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \"  data-record-type=\"3\"   > <!-- T107 --> <\/p>\n<div class=\"t107\">\n<div class=\"t-align_center\" itemscope itemtype=\"http:\/\/schema.org\/ImageObject\"><meta itemprop=\"image\" content=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild6661-6430-4065-b539-366636313362__5.png\">                      <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849225\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">35% DS&nbsp;\u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0442 \u0432&nbsp;\u043a\u0440\u0443\u043f\u043d\u044b\u0445 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u044f\u0445. \u041d\u0430&nbsp;\u0432\u0442\u043e\u0440\u043e\u043c \u043c\u0435\u0441\u0442\u0435 \u043d\u0435\u0431\u043e\u043b\u044c\u0448\u0438\u0435 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438, \u0438&nbsp;\u0437\u0430\u043c\u044b\u043a\u0430\u0435\u0442 \u0442\u0440\u043e\u0439\u043a\u0443 \u043b\u0438\u0434\u0435\u0440\u043e\u0432 \u044d\u043d\u0442\u0435\u0440\u043f\u0440\u0430\u0439\u0437 \u0441&nbsp;15% \u043e\u043f\u0440\u043e\u0448\u0435\u043d\u043d\u044b\u0445.<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849226\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">11% DS&nbsp;\u0441\u0444\u043e\u0440\u043c\u0438\u0440\u043e\u0432\u0430\u043b\u0438 \u0441\u0442\u0430\u044e \u043e\u0434\u0438\u043d\u043e\u043a\u0438\u0445 \u0432\u043e\u043b\u043a\u043e\u0432. \u041f\u0440\u0438 \u044d\u0442\u043e\u043c \u0441\u0440\u0435\u0434\u0438 \u043d\u0438\u0445 \u0435\u0441\u0442\u044c \u043a\u0430\u043a \u0442\u0435, \u043a\u0442\u043e \u0432&nbsp;\u043f\u0440\u043e\u0444\u0435\u0441\u0441\u0438\u0438 \u043e\u0442&nbsp;\u0433\u043e\u0434\u0430, \u0442\u0430\u043a \u0438&nbsp;\u0442\u0435, \u043a\u0442\u043e \u0437\u0430\u043d\u0438\u043c\u0430\u0435\u0442\u0441\u044f \u0440\u0430\u0431\u043e\u0442\u043e\u0439 \u0441&nbsp;\u0434\u0430\u043d\u043d\u044b\u043c\u0438 \u0443\u0436\u0435 \u0434\u0430\u0432\u043d\u043e.<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360854888\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \"  data-record-type=\"3\"   > <!-- T107 --> <\/p>\n<div class=\"t107\">\n<div class=\"t-align_center\" itemscope itemtype=\"http:\/\/schema.org\/ImageObject\"><meta itemprop=\"image\" content=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild3230-3362-4235-b261-653435396534__6.png\">        <\/p>\n<div class=\"t-container_8\">\n<div class=\"t-col t-col_8 t107__title t-text\" style=\"\" field=\"title\" itemprop=\"name\">\u0420\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u044b \u0434\u043b\u044f DS<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849227\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u0421\u0440\u0435\u0434\u0438 \u0438\u043d\u0442\u0435\u0440\u0435\u0441\u0443\u044e\u0449\u0438\u0445\u0441\u044f 27% \u043e\u0434\u0438\u043d\u043e\u043a\u0438\u0445 \u0432\u043e\u043b\u043a\u043e\u0432 \u0438&nbsp;\u043f\u0440\u0438\u043c\u0435\u0440\u043d\u043e \u0441\u0442\u043e\u043b\u044c\u043a\u043e&nbsp;\u0436\u0435 \u0441\u043e\u0442\u0440\u0443\u0434\u043d\u0438\u043a\u043e\u0432 \u043a\u0440\u0443\u043f\u043d\u044b\u0445 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0439.<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849228\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u0414\u043e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u043e \u0438\u043d\u0442\u0435\u0440\u0435\u0441\u043d\u043e\u0435 \u0440\u0430\u0441\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u0435, \u0438&nbsp;\u0432&nbsp;\u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0435\u043c \u043f\u0443\u043d\u043a\u0442\u0435 \u043e\u043d\u043e \u0442\u043e\u0436\u0435 \u0441\u0435\u0431\u044f \u043f\u0440\u043e\u044f\u0432\u0438\u0442.<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360855160\" class=\"r t-rec t-rec_pt_15 t-rec_pb_0\" style=\"padding-top:15px;padding-bottom:0px; \"  data-record-type=\"3\"   > <!-- T107 --> <\/p>\n<div class=\"t107\">\n<div class=\"t-align_center\" itemscope itemtype=\"http:\/\/schema.org\/ImageObject\"><meta itemprop=\"image\" content=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild6632-6162-4365-b936-636532373131__7.png\">        <\/p>\n<div class=\"t-container_8\">\n<div class=\"t-col t-col_8 t107__title t-text\" style=\"\" field=\"title\" itemprop=\"name\">\u0420\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u044b \u0434\u043b\u044f \u043d\u0435 DS<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849230\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u0421\u0440\u0435\u0434\u0438 \u0442\u0435\u0445, \u043a\u0442\u043e \u0442\u043e\u043b\u044c\u043a\u043e \u0438\u043d\u0442\u0435\u0440\u0435\u0441\u0443\u0435\u0442\u0441\u044f \u0442\u0435\u043c\u043e\u0439 DS, \u043e\u0434\u0438\u043d\u043e\u043a\u0438\u0445 \u0432\u043e\u043b\u043a\u043e\u0432 \u043c\u0435\u043d\u044c\u0448\u0435, \u0447\u0435\u043c \u0441\u0440\u0435\u0434\u0438 \u0442\u0435\u0445, \u043a\u0442\u043e \u043f\u043b\u0430\u043d\u0438\u0440\u0443\u0435\u0442 \u043e\u0441\u0432\u043e\u0438\u0442\u044c \u043f\u0440\u043e\u0444\u0435\u0441\u0441\u0438\u044e,&nbsp;\u2014 27% \u043f\u0440\u043e\u0442\u0438\u0432 35% \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0435\u043d\u043d\u043e. \u0412\u0438\u0434\u0438\u043c\u043e, \u0447\u0435\u043c \u0433\u043b\u0443\u0431\u0436\u0435 \u043f\u043e\u0433\u0440\u0443\u0436\u0430\u0435\u0448\u044c\u0441\u044f \u0432&nbsp;\u0441\u043f\u0435\u0446\u0438\u0444\u0438\u043a\u0443, \u0442\u0435\u043c \u0431\u043e\u043b\u044c\u0448\u0435 \u043c\u0430\u0442\u0435\u0440\u0435\u0435\u0448\u044c.<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849231\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u0412&nbsp;\u043f\u0440\u0435\u0434\u043b\u043e\u0436\u0435\u043d\u043d\u044b\u0445 \u0432\u0430\u0440\u0438\u0430\u043d\u0442\u0430\u0445 \u043e\u0442\u0432\u0435\u0442\u043e\u0432 \u0431\u044b\u043b\u0438 \u043f\u0440\u043e\u043f\u0443\u0449\u0435\u043d\u044b \u043d\u0435\u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0433\u0440\u0430\u0434\u0430\u0446\u0438\u0438 \u0440\u0430\u0437\u043c\u0435\u0440\u043e\u0432 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0439, \u043e&nbsp;\u0447\u0451\u043c \u043c\u043d\u043e\u0433\u0438\u0435 \u0443\u043f\u043e\u043c\u044f\u043d\u0443\u043b\u0438 \u0432&nbsp;\u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u044f\u0445 \u043a&nbsp;\u043e\u0442\u0432\u0435\u0442\u0443. \u0418\u0437&nbsp;\u0442\u0435\u0445, \u043a\u0442\u043e \u0432\u044b\u0431\u0440\u0430\u043b \u0441\u0432\u043e\u0439 \u0432\u0430\u0440\u0438\u0430\u043d\u0442, \u0431\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u043e&nbsp;DS \u0443\u043a\u0430\u0437\u0430\u043b\u043e, \u0447\u0442\u043e \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u0432&nbsp;\u043d\u0435\u0431\u043e\u043b\u044c\u0448\u0438\u0445 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u044f\u0445 \u043f\u043e&nbsp;10\u201320 \u0447\u0435\u043b\u043e\u0432\u0435\u043a \u0438&nbsp;\u0441\u0442\u0430\u0440\u0442\u0430\u043f\u0430\u0445, \u0432&nbsp;\u0442\u043e&nbsp;\u0432\u0440\u0435\u043c\u044f \u043a\u0430\u043a \u0438\u043d\u0442\u0435\u0440\u0435\u0441\u0443\u044e\u0449\u0438\u0435\u0441\u044f \u0441\u0435\u0439\u0447\u0430\u0441 \u043e\u0431\u0443\u0447\u0430\u044e\u0442\u0441\u044f \u0438\u043b\u0438 \u043d\u0430\u0445\u043e\u0434\u044f\u0442\u0441\u044f \u0432&nbsp;\u043f\u043e\u0438\u0441\u043a\u0435 \u0440\u0430\u0431\u043e\u0442\u044b. \u042d\u0442\u043e \u043a\u043e\u0440\u0440\u0435\u043b\u0438\u0440\u0443\u0435\u0442 \u0441&nbsp;\u043f\u0440\u0435\u0434\u044b\u0434\u0443\u0449\u0438\u043c \u043f\u0443\u043d\u043a\u0442\u043e\u043c, \u0441\u043e\u0433\u043b\u0430\u0441\u043d\u043e \u043a\u043e\u0442\u043e\u0440\u043e\u043c\u0443, \u043a\u0430\u043a \u043c\u044b&nbsp;\u043f\u043e\u043c\u043d\u0438\u043c, \u0441\u0440\u0435\u0434\u0438 \u0438\u043d\u0442\u0435\u0440\u0435\u0441\u0443\u044e\u0449\u0438\u0445\u0441\u044f \u043f\u043e\u0440\u043e\u0432\u043d\u0443 \u0442\u0435\u0445, \u043a\u0442\u043e \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u0432&nbsp;\u043a\u043e\u043c\u043f\u0430\u043d\u0438\u044f\u0445, \u0438&nbsp;\u043e\u0434\u0438\u043d\u043e\u043a\u0438\u0445 \u0432\u043e\u043b\u043a\u043e\u0432. \u041c\u043e\u0436\u043d\u043e \u043f\u0440\u0435\u0434\u043f\u043e\u043b\u043e\u0436\u0438\u0442\u044c, \u0447\u0442\u043e \u043e\u0434\u0438\u043d\u043e\u043a\u0438\u0435 \u0432\u043e\u043b\u043a\u0438&nbsp;\u2014 \u044d\u0442\u043e \u0442\u0435, \u043a\u0442\u043e \u0438\u0449\u0435\u0442 \u0441\u0432\u043e\u044e \u043f\u0435\u0440\u0432\u0443\u044e \u0440\u0430\u0431\u043e\u0442\u0443, \u0432&nbsp;\u0442\u043e&nbsp;\u0432\u0440\u0435\u043c\u044f \u043a\u0430\u043a \u0442\u0435, \u043a\u0442\u043e \u0443\u0436\u0435 \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442, \u043f\u043b\u0430\u043d\u0438\u0440\u0443\u044e\u0442 \u0441\u043c\u0435\u043d\u0443 \u0434\u0435\u044f\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438. <\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360855671\" class=\"r t-rec t-rec_pt_45 t-rec_pb_0\" style=\"padding-top:45px;padding-bottom:0px; \"  data-record-type=\"65\"   > <!-- T056 --> <\/p>\n<div class=\"t056\">\n<div class=\"t-container t-align_left\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<h3 class=\"t056__title t-name t-name_xl\" field=\"title\" style=\"color:#ff0000;\">\n<div style=\"font-size:24px;line-height:32px;color:#343434;\" data-customstyle=\"yes\">\u041f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u043e&nbsp;\u043f\u0440\u043e\u0444\u0435\u0441\u0441\u0438\u0438<\/div>\n<\/h3><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360861079\" class=\"r t-rec t-rec_pt_15 t-rec_pb_0\" style=\"padding-top:15px;padding-bottom:0px; \"  data-record-type=\"65\"   > <!-- T056 --> <\/p>\n<div class=\"t056\">\n<div class=\"t-container t-align_left\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div class=\"t056__title t-name t-name_xl\" field=\"title\" style=\"\">\n<div style=\"font-size:20px;line-height:32px;font-family:'Fira Sans';color:#343434;\" data-customstyle=\"yes\"><span style=\"font-weight: 500;\">\u041a\u0442\u043e \u0434\u043e\u043b\u0436\u0435\u043d \u0437\u0430\u043d\u0438\u043c\u0430\u0442\u044c\u0441\u044f \u0430\u043d\u0430\u043b\u0438\u0437\u043e\u043c \u0434\u0430\u043d\u043d\u044b\u0445<\/span><\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849237\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\"> \u041e\u0442\u0432\u0435\u0442\u044b \u0440\u0430\u0441\u043f\u0440\u0435\u0434\u0435\u043b\u0438\u043b\u0438\u0441\u044c \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u043c \u043e\u0431\u0440\u0430\u0437\u043e\u043c:<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360855949\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \"  data-record-type=\"3\"   > <!-- T107 --> <\/p>\n<div class=\"t107\">\n<div class=\"t-align_center\" itemscope itemtype=\"http:\/\/schema.org\/ImageObject\"><meta itemprop=\"image\" content=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild3638-6333-4162-b831-646464396237__8.png\">                      <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849238\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">49% DS&nbsp;\u0441\u0447\u0438\u0442\u0430\u0435\u0442, \u0447\u0442\u043e \u0430\u043d\u0430\u043b\u0438\u0437\u043e\u043c \u0434\u0430\u043d\u043d\u044b\u0445 \u0432&nbsp;\u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438 \u0434\u043e\u043b\u0436\u043d\u044b \u0437\u0430\u043d\u0438\u043c\u0430\u0442\u044c\u0441\u044f \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u043f\u043e\u0434\u0440\u0430\u0437\u0434\u0435\u043b\u0435\u043d\u0438\u0439. \u0411\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u043e \u043d\u0435&nbsp;DS (40%) \u043f\u0440\u0438\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u044e\u0442\u0441\u044f \u0442\u043e\u0433\u043e&nbsp;\u0436\u0435 \u043c\u043d\u0435\u043d\u0438\u044f.<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849239\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u041d\u0430&nbsp;\u0432\u0442\u043e\u0440\u043e\u043c \u043c\u0435\u0441\u0442\u0435 \u0432\u0430\u0440\u0438\u0430\u043d\u0442 \u00ab\u0441\u043f\u0435\u0446\u0438\u0430\u043b\u044c\u043d\u043e\u0435 \u043f\u043e\u0434\u0440\u0430\u0437\u0434\u0435\u043b\u0435\u043d\u0438\u0435\u00bb. \u0413\u043e\u043b\u043e\u0441\u0430 \u0440\u0430\u0441\u043f\u0440\u0435\u0434\u0435\u043b\u0438\u043b\u0438\u0441\u044c \u043f\u043e\u0440\u043e\u0432\u043d\u0443&nbsp;\u2014 32\u221235% \u0441\u0440\u0435\u0434\u0438 \u0432\u0441\u0435\u0445 \u043e\u043f\u0440\u043e\u0448\u0435\u043d\u043d\u044b\u0445. <\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360856182\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u0422\u0430\u043a\u0436\u0435 \u0440\u0430\u0434\u0443\u0435\u0442 \u0442\u043e, \u0447\u0442\u043e \u043c\u0435\u043d\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u043e \u0443\u0447\u0430\u0441\u0442\u043d\u0438\u043a\u043e\u0432 \u0438\u0437&nbsp;\u043e\u0431\u0435\u0438\u0445 \u0433\u0440\u0443\u043f\u043f \u0445\u043e\u0442\u044f\u0442 \u0434\u0435\u043b\u0435\u0433\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u044d\u0442\u0443 \u0437\u0430\u0434\u0430\u0447\u0443 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0441\u0442\u0430\u043c.<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360856258\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u0411\u044b\u043b\u0438 \u0438&nbsp;\u043d\u0435&nbsp;\u0441\u0430\u043c\u044b\u0435 \u043e\u0447\u0435\u0432\u0438\u0434\u043d\u044b\u0435 \u043e\u0442\u0432\u0435\u0442\u044b:<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360856327\" class=\"r t-rec t-rec_pt_30 t-rec_pb_0\" style=\"padding-top:30px;padding-bottom:0px;background-color:#ffffff; \" data-animationappear=\"off\" data-record-type=\"273\"   data-bg-color=\"#ffffff\"> <!-- t254 --> <\/p>\n<div class=\"t254\">\n<div class=\"t-container\">\n<div class=\"t-row\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div class=\"t254__wrapper\">\n<div class=\"t254__icon\" style=\"color: #66a2be;\">\u201c<\/div>\n<div class=\"t254__text t-text t-text_lg\" style=\"\" field=\"text\">\n<div style=\"font-size:24px;line-height:36px;font-family:'PT Serif';\" data-customstyle=\"yes\"><strong style=\"\">\u0427\u0435\u043b\u043e\u0432\u0435\u043a \u0441&nbsp;\u0430\u043d\u0430\u043b\u0438\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u043c \u0441\u043a\u043b\u0430\u0434\u043e\u043c \u0443\u043c\u0430, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u043c\u043e\u0436\u0435\u0442 \u0438\u0437&nbsp;\u0432\u0441\u0435\u0445 \u043c\u0435\u0441\u0442 \u043d\u0430&nbsp;\u043f\u0430\u0440\u043a\u043e\u0432\u043a\u0430\u0445 \u0432\u043e&nbsp;\u0432\u0441\u0451\u043c \u0433\u043e\u0440\u043e\u0434\u0435 \u043f\u043e\u043d\u044f\u0442\u044c, \u043a\u0442\u043e \u043a\u0443\u0434\u0430 \u043f\u043e\u0435\u0434\u0435\u0442 \u0434\u043e\u043c\u043e\u0439.<\/strong><\/div>\n<\/div>\n<div class=\"t254__author t-text t-text_xs\" style=\"\" field=\"authorname\">\n<div style=\"font-size:16px;\" data-customstyle=\"yes\"><\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360861321\" class=\"r t-rec t-rec_pt_30 t-rec_pb_0\" style=\"padding-top:30px;padding-bottom:0px; \"  data-record-type=\"65\"   > <!-- T056 --> <\/p>\n<div class=\"t056\">\n<div class=\"t-container t-align_left\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div class=\"t056__title t-name t-name_xl\" field=\"title\" style=\"\">\n<div style=\"font-size:20px;line-height:32px;font-family:'Fira Sans';color:#343434;\" data-customstyle=\"yes\">\u041a\u0442\u043e \u0434\u043e\u043b\u0436\u0435\u043d \u0437\u0430\u043d\u0438\u043c\u0430\u0442\u044c\u0441\u044f \u043f\u043e\u0434\u0433\u043e\u0442\u043e\u0432\u043a\u043e\u0439 \u0434\u0430\u043d\u043d\u044b\u0445<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849241\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">47% \u043e\u043f\u0440\u043e\u0448\u0435\u043d\u043d\u044b\u0445 \u0432\u044b\u0431\u0440\u0430\u043b\u0438 \u0434\u0430\u0442\u0430-\u0438\u043d\u0436\u0435\u043d\u0435\u0440\u0430, 19% \u2014 ETL.<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360856888\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u041a\u0430\u043c\u043d\u0435\u043c \u043f\u0440\u0435\u0442\u043a\u043d\u043e\u0432\u0435\u043d\u0438\u044f \u0432&nbsp;\u0434\u0430\u043d\u043d\u043e\u043c \u0432\u043e\u043f\u0440\u043e\u0441\u0435 \u0432\u044b\u0441\u0442\u0443\u043f\u0438\u043b Data Analyst: 3% DS&nbsp;\u0438&nbsp;17% \u043d\u0435&nbsp;DS \u0443\u043a\u0430\u0437\u0430\u043b\u0438, \u0447\u0442\u043e \u0434\u0430\u043d\u043d\u044b\u0435 \u0434\u043e\u043b\u0436\u0435\u043d \u043f\u043e\u0434\u0433\u043e\u0442\u0430\u0432\u043b\u0438\u0432\u0430\u0442\u044c \u0430\u043d\u0430\u043b\u0438\u0442\u0438\u043a. \u0414\u043e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u043e \u0431\u043e\u043b\u044c\u0448\u0430\u044f \u0440\u0430\u0437\u043d\u0438\u0446\u0430 \u0432&nbsp;\u043e\u0442\u0432\u0435\u0442\u0430\u0445, \u0441\u043a\u043e\u0440\u0435\u0435 \u0432\u0441\u0435\u0433\u043e, \u0432\u044b\u0437\u0432\u0430\u043d\u0430 \u044d\u043b\u0435\u043c\u0435\u043d\u0442\u0430\u0440\u043d\u043e \u0431<em>\u043e<\/em>\u043b\u044c\u0448\u0438\u043c \u043e\u043f\u044b\u0442\u043e\u043c \u043f\u0440\u0430\u043a\u0442\u0438\u043a\u0443\u044e\u0449\u0438\u0445&nbsp;DS \u0432&nbsp;\u044d\u0442\u043e\u0439 \u0441\u0444\u0435\u0440\u0435.<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360856925\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \"  data-record-type=\"3\"   > <!-- T107 --> <\/p>\n<div class=\"t107\">\n<div class=\"t-align_center\" itemscope itemtype=\"http:\/\/schema.org\/ImageObject\"><meta itemprop=\"image\" content=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild3765-3033-4761-a635-333836336436__9.png\">                      <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360861409\" class=\"r t-rec t-rec_pt_30 t-rec_pb_0\" style=\"padding-top:30px;padding-bottom:0px; \"  data-record-type=\"65\"   > <!-- T056 --> <\/p>\n<div class=\"t056\">\n<div class=\"t-container t-align_left\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div class=\"t056__title t-name t-name_xl\" field=\"title\" style=\"\">\n<div style=\"font-size:20px;line-height:32px;font-family:'Fira Sans';color:#343434;\" data-customstyle=\"yes\">\u041a\u0442\u043e \u0434\u043e\u043b\u0436\u0435\u043d \u0437\u0430\u043d\u0438\u043c\u0430\u0442\u044c\u0441\u044f \u0440\u0430\u0437\u043c\u0435\u0442\u043a\u043e\u0439 \u0434\u0430\u043d\u043d\u044b\u0445<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849243\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u0411\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u043e \u043f\u043e\u0440\u0443\u0447\u0438\u043b\u043e \u044d\u0442\u0443 \u0437\u0430\u0434\u0430\u0447\u0443 \u0438\u043d\u0436\u0435\u043d\u0435\u0440\u0443 \u0438&nbsp;\u0441\u0430\u0439\u0435\u043d\u0442\u0438\u0441\u0442\u0443. \u0418&nbsp;\u0442\u0430\u043a&nbsp;\u0436\u0435, \u043a\u0430\u043a \u0438&nbsp;\u0432&nbsp;\u043f\u0440\u043e\u0448\u043b\u044b\u0439 \u0440\u0430\u0437, \u043f\u0440\u0438\u043b\u0435\u0442\u0435\u043b\u0430 \u043f\u0430\u0440\u0430 \u043d\u043e\u0432\u044b\u0445 \u0442\u0430\u0441\u043e\u043a \u043d\u0430&nbsp;\u0430\u043d\u0430\u043b\u0438\u0442\u0438\u043a\u0430. 13% DS&nbsp;\u0438&nbsp;27% \u043d\u0435&nbsp;DS \u0434\u0435\u043b\u0435\u0433\u0438\u0440\u043e\u0432\u0430\u043b\u0438 \u044d\u0442\u0443 \u0437\u0430\u0434\u0430\u0447\u0443 \u0438\u043c\u0435\u043d\u043d\u043e \u0435\u043c\u0443.<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849244\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">27% \u0441\u0440\u0435\u0434\u0438 \u0442\u0435\u0445, \u043a\u0442\u043e \u043d\u0435&nbsp;\u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u0432&nbsp;DS, \u043c\u043e\u0436\u043d\u043e \u0431\u044b\u043b\u043e&nbsp;\u0431\u044b \u043f\u043e\u043d\u044f\u0442\u044c. \u041d\u043e&nbsp;13% \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u0438\u0441\u0442\u043e\u0432&nbsp;\u2014 \u0434\u043e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u043e \u0432\u044b\u0441\u043e\u043a\u0438\u0439 \u043f\u0440\u043e\u0446\u0435\u043d\u0442. \u0412\u0430\u0440\u0438\u0430\u043d\u0442\u0430 \u0432\u0438\u0434\u0438\u0442\u0441\u044f \u0442\u043e\u043b\u044c\u043a\u043e \u0434\u0432\u0430: \u043d\u0435\u0434\u043e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u0430\u044f \u043a\u0432\u0430\u043b\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u044f \u0438\u043b\u0438 \u043b\u0438\u0447\u043d\u0430\u044f \u043d\u0435\u043f\u0440\u0438\u044f\u0437\u043d\u044c.<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360857322\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \"  data-record-type=\"3\"   > <!-- T107 --> <\/p>\n<div class=\"t107\">\n<div class=\"t-align_center\" itemscope itemtype=\"http:\/\/schema.org\/ImageObject\"><meta itemprop=\"image\" content=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild3037-3733-4433-b663-353938613638__10.png\">                      <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360861455\" class=\"r t-rec t-rec_pt_30 t-rec_pb_0\" style=\"padding-top:30px;padding-bottom:0px; \"  data-record-type=\"65\"   > <!-- T056 --> <\/p>\n<div class=\"t056\">\n<div class=\"t-container t-align_left\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div class=\"t056__title t-name t-name_xl\" field=\"title\" style=\"\">\n<div style=\"font-size:20px;line-height:32px;font-family:'Fira Sans';color:#343434;\" data-customstyle=\"yes\">\u041a\u0442\u043e \u0434\u043e\u043b\u0436\u0435\u043d \u0437\u0430\u043d\u0438\u043c\u0430\u0442\u044c\u0441\u044f \u0440\u0430\u0431\u043e\u0442\u043e\u0439 \u0441&nbsp;\u0434\u0430\u043d\u043d\u044b\u043c\u0438<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849246\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u041d\u0430&nbsp;\u044d\u0442\u043e\u0442 \u0432\u043e\u043f\u0440\u043e\u0441 \u0441\u043e\u043e\u0431\u0449\u0435\u0441\u0442\u0432\u043e \u043e\u0442\u0432\u0435\u0442\u0438\u043b\u043e \u043f\u0440\u0430\u043a\u0442\u0438\u0447\u0435\u0441\u043a\u0438 \u0435\u0434\u0438\u043d\u043e\u0433\u043b\u0430\u0441\u043d\u043e: \u0440\u0430\u0431\u043e\u0442\u043e\u0439 \u0441&nbsp;\u0434\u0430\u043d\u043d\u044b\u043c\u0438 \u0434\u043e\u043b\u0436\u0435\u043d \u0437\u0430\u043d\u0438\u043c\u0430\u0442\u044c\u0441\u044f&nbsp;DS. \u041d\u043e&nbsp;\u0432&nbsp;22% \u0441\u043b\u0443\u0447\u0430\u0435\u0432 \u043c\u043e\u0436\u0435\u0442 \u0438&nbsp;\u0431\u0438\u0437\u043d\u0435\u0441-\u0430\u043d\u0430\u043b\u0438\u0442\u0438\u043a. \u0415\u0441\u043b\u0438 \u0442\u043e\u043b\u043a\u043e\u0432\u044b\u0439.<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360857808\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \"  data-record-type=\"3\"   > <!-- T107 --> <\/p>\n<div class=\"t107\">\n<div class=\"t-align_center\" itemscope itemtype=\"http:\/\/schema.org\/ImageObject\"><meta itemprop=\"image\" content=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild3661-3539-4332-a139-333038343831__11.png\">                      <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360861583\" class=\"r t-rec t-rec_pt_30 t-rec_pb_0\" style=\"padding-top:30px;padding-bottom:0px; \"  data-record-type=\"65\"   > <!-- T056 --> <\/p>\n<div class=\"t056\">\n<div class=\"t-container t-align_left\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div class=\"t056__title t-name t-name_xl\" field=\"title\" style=\"\">\n<div style=\"font-size:20px;line-height:32px;font-family:'Fira Sans';color:#343434;\" data-customstyle=\"yes\">\u0415\u0441\u0442\u044c&nbsp;\u043b\u0438 \u0440\u0430\u0437\u043d\u0438\u0446\u0430 \u043c\u0435\u0436\u0434\u0443 Data Engineer, Data Scientist \u0438&nbsp;Data Analyst<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360992996\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u0417\u0434\u0435\u0441\u044c \u0441\u043e\u043e\u0431\u0449\u0435\u0441\u0442\u0432\u043e \u0432\u044b\u0441\u0442\u0443\u043f\u0438\u043b\u043e \u043a\u043e\u043d\u0441\u043e\u043b\u0438\u0434\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e. \u041f\u0440\u0435\u043e\u0431\u043b\u0430\u0434\u0430\u044e\u0449\u0435\u0435 \u0431\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u043e \u0432\u0438\u0434\u0438\u0442 \u0440\u0430\u0437\u043b\u0438\u0447\u0438\u044f \u0432&nbsp;\u0442\u0440\u0451\u0445 \u043f\u0440\u043e\u0444\u0435\u0441\u0441\u0438\u044f\u0445. 73% DS&nbsp;\u0438&nbsp;66% \u0442\u0435\u0445, \u043a\u0442\u043e \u043d\u0435&nbsp;\u0441\u0432\u044f\u0437\u0430\u043d \u0441&nbsp;DS, \u0443\u043a\u0430\u0437\u0430\u043b\u0438, \u0447\u0442\u043e \u044d\u0442\u043e \u0442\u0440\u0438 \u0440\u0430\u0437\u043d\u044b\u0435 \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u044c\u043d\u043e\u0441\u0442\u0438. \u0412\u043f\u0440\u043e\u0447\u0435\u043c, \u043a\u0430\u043a \u0438&nbsp;\u043f\u043e\u043b\u0430\u0433\u0430\u0435\u0442\u0441\u044f, \u043a\u0430\u0436\u0434\u044b\u0439 \u0438\u0437&nbsp;\u043d\u0438\u0445 \u0434\u043e\u043b\u0436\u0435\u043d \u0437\u043d\u0430\u0442\u044c \u043f\u0440\u0435\u0434\u043c\u0435\u0442\u043d\u0443\u044e \u043e\u0431\u043b\u0430\u0441\u0442\u044c \u0434\u0440\u0443\u0433\u0438\u0445, \u043e&nbsp;\u0447\u0451\u043c \u043c\u043d\u043e\u0433\u0438\u0435 \u043d\u0430\u043f\u0438\u0441\u0430\u043b\u0438 \u0432&nbsp;\u0441\u0432\u043e\u0438\u0445 \u0432\u0430\u0440\u0438\u0430\u043d\u0442\u0430\u0445:<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360858118\" class=\"r t-rec t-rec_pt_30 t-rec_pb_0\" style=\"padding-top:30px;padding-bottom:0px;background-color:#ffffff; \" data-animationappear=\"off\" data-record-type=\"273\"   data-bg-color=\"#ffffff\"> <!-- t254 --> <\/p>\n<div class=\"t254\">\n<div class=\"t-container\">\n<div class=\"t-row\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div class=\"t254__wrapper\">\n<div class=\"t254__icon\" style=\"color: #66a2be;\">\u201c<\/div>\n<div class=\"t254__text t-text t-text_lg\" style=\"\" field=\"text\">\n<div style=\"font-size:24px;line-height:36px;font-family:'PT Serif';\" data-customstyle=\"yes\"><strong>\u042d\u0442\u043e \u0440\u0430\u0437\u043d\u044b\u0435 \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u044c\u043d\u043e\u0441\u0442\u0438, \u043d\u043e&nbsp;\u043d\u0435&nbsp;\u0441\u043e\u0432\u0435\u0440\u0448\u0435\u043d\u043d\u043e \u0440\u0430\u0437\u043d\u044b\u0435. \u0412&nbsp;\u0438\u0434\u0435\u0430\u043b\u0435 \u0434\u0430\u0442\u0430-\u0441\u0430\u0439\u0435\u043d\u0442\u0438\u0441\u0442 \u0434\u043e\u043b\u0436\u0435\u043d \u043d\u0435\u043c\u043d\u043e\u0433\u043e \u0443\u043c\u0435\u0442\u044c \u0438&nbsp;\u0432&nbsp;\u0434\u0430\u0442\u0430-\u0438\u043d\u0436\u0435\u043d\u0435\u0440\u0441\u0442\u0432\u043e.<\/strong><\/div>\n<\/div>\n<div class=\"t254__author t-text t-text_xs\" style=\"\" field=\"authorname\">\n<div style=\"font-size:16px;\" data-customstyle=\"yes\"><\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360858212\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px;background-color:#ffffff; \" data-animationappear=\"off\" data-record-type=\"273\"   data-bg-color=\"#ffffff\"> <!-- t254 --> <\/p>\n<div class=\"t254\">\n<div class=\"t-container\">\n<div class=\"t-row\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div class=\"t254__wrapper\">\n<div class=\"t254__icon\" style=\"color: #66a2be;\">\u201c<\/div>\n<div class=\"t254__text t-text t-text_lg\" style=\"\" field=\"text\">\n<div style=\"font-size:24px;line-height:36px;font-family:'PT Serif';\" data-customstyle=\"yes\"><strong>Data Scientist \u0438&nbsp;\u0430\u043d\u0430\u043b\u0438\u0442\u0438\u043a&nbsp;\u2014 \u0441\u043c\u0435\u0436\u043d\u044b\u0435 \u043f\u0440\u043e\u0444\u0435\u0441\u0441\u0438\u0438, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043c\u043e\u0436\u0435\u0442 \u0441\u043e\u0432\u043c\u0435\u0449\u0430\u0442\u044c \u043e\u0434\u0438\u043d \u0447\u0435\u043b\u043e\u0432\u0435\u043a. Data Engineer<strong data-redactor-tag=\"strong\">&nbsp;\u2014<\/strong> \u0441\u043c\u0435\u0436\u043d\u0430\u044f, \u043d\u043e&nbsp;\u043e\u0442\u043b\u0438\u0447\u0430\u044e\u0449\u0430\u044f\u0441\u044f \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u044c\u043d\u043e\u0441\u0442\u044c&nbsp;\u2014 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u044b\u0439 \u043f\u0443\u0442\u044c \u0440\u0430\u0437\u0432\u0438\u0442\u0438\u044f \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u0430.<\/strong><\/div>\n<\/div>\n<div class=\"t254__author t-text t-text_xs\" style=\"\" field=\"authorname\">\n<div style=\"font-size:16px;\" data-customstyle=\"yes\"><\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360858231\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px;background-color:#ffffff; \" data-animationappear=\"off\" data-record-type=\"273\"   data-bg-color=\"#ffffff\"> <!-- t254 --> <\/p>\n<div class=\"t254\">\n<div class=\"t-container\">\n<div class=\"t-row\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div class=\"t254__wrapper\">\n<div class=\"t254__icon\" style=\"color: #66a2be;\">\u201c<\/div>\n<div class=\"t254__text t-text t-text_lg\" style=\"\" field=\"text\">\n<div style=\"font-size:24px;line-height:36px;font-family:'PT Serif';\" data-customstyle=\"yes\"><strong>\u042d\u0442\u043e \u0432\u0441\u0451 \u0441\u0442\u0440\u043e\u0433\u043e \u0437\u0430\u0432\u0438\u0441\u0438\u0442 \u043e\u0442&nbsp;\u0440\u0430\u0437\u043c\u0435\u0440\u0430 \u0438&nbsp;\u0442\u0438\u043f\u0430 \u0434\u0430\u043d\u043d\u044b\u0445. \u041e\u043f\u044b\u0442\u043d\u044b\u0439 \u0434\u0430\u0442\u0430-\u0441\u0430\u0439\u0435\u043d\u0442\u0438\u0441\u0442 <em data-redactor-tag=\"em\">\u043c\u043e\u0436\u0435\u0442<\/em> <\/strong><strong style=\"\">\u0441\u043e\u0432\u043c\u0435\u0449\u0430\u0442\u044c \u044d\u0442\u0438 \u0434\u043e\u043b\u0436\u043d\u043e\u0441\u0442\u0438, \u043d\u043e&nbsp;\u043e\u043d&nbsp;\u043f\u043e\u0442\u0435\u0440\u044f\u0435\u0442 \u043e\u0447\u0435\u043d\u044c \u043c\u043d\u043e\u0433\u043e \u0432\u0440\u0435\u043c\u0435\u043d\u0438 \u043d\u0430&nbsp;\u044d\u0442\u0438 \u0437\u0430\u0434\u0430\u0447\u0438, \u0432\u043c\u0435\u0441\u0442\u043e \u0442\u043e\u0433\u043e \u0447\u0442\u043e\u0431\u044b \u0437\u0430\u043d\u0438\u043c\u0430\u0442\u044c\u0441\u044f \u0441\u0430\u043c\u0438\u043c \u0430\u043d\u0430\u043b\u0438\u0437\u043e\u043c \u0434\u0430\u043d\u043d\u044b\u0445.<\/strong><\/div>\n<\/div>\n<div class=\"t254__author t-text t-text_xs\" style=\"\" field=\"authorname\">\n<div style=\"font-size:16px;\" data-customstyle=\"yes\"><\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849248\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u041a\u0440\u043e\u043c\u0435 \u0442\u043e\u0433\u043e, \u043a\u0430\u043a \u043f\u043e\u0434\u043c\u0435\u0442\u0438\u043b \u043e\u0434\u0438\u043d \u0438\u0437&nbsp;\u0443\u0447\u0430\u0441\u0442\u043d\u0438\u043a\u043e\u0432 \u043e\u043f\u0440\u043e\u0441\u0430,<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360858648\" class=\"r t-rec t-rec_pt_30 t-rec_pb_0\" style=\"padding-top:30px;padding-bottom:0px;background-color:#ffffff; \" data-animationappear=\"off\" data-record-type=\"273\"   data-bg-color=\"#ffffff\"> <!-- t254 --> <\/p>\n<div class=\"t254\">\n<div class=\"t-container\">\n<div class=\"t-row\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div class=\"t254__wrapper\">\n<div class=\"t254__icon\" style=\"color: #66a2be;\">\u201c<\/div>\n<div class=\"t254__text t-text t-text_lg\" style=\"\" field=\"text\">\n<div style=\"font-size:24px;line-height:36px;font-family:'PT Serif';\" data-customstyle=\"yes\"><strong style=\"\">\u041e\u0442&nbsp;\u0441\u043f\u0435\u0446\u0438\u0430\u043b\u044c\u043d\u043e\u0441\u0442\u0438 \u043c\u0435\u043d\u044f\u0435\u0442\u0441\u044f \u0442\u0440\u0435\u0431\u0443\u0435\u043c\u044b\u0439 \u0443\u0440\u043e\u0432\u0435\u043d\u044c soft skills.<\/strong><\/div>\n<\/div>\n<div class=\"t254__author t-text t-text_xs\" style=\"\" field=\"authorname\">\n<div style=\"font-size:16px;\" data-customstyle=\"yes\"><\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360858837\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \"  data-record-type=\"3\"   > <!-- T107 --> <\/p>\n<div class=\"t107\">\n<div class=\"t-align_center\" itemscope itemtype=\"http:\/\/schema.org\/ImageObject\"><meta itemprop=\"image\" content=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild6464-6636-4361-b262-653737386133__12-2.png\">                      <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360861657\" class=\"r t-rec t-rec_pt_30 t-rec_pb_0\" style=\"padding-top:30px;padding-bottom:0px; \"  data-record-type=\"65\"   > <!-- T056 --> <\/p>\n<div class=\"t056\">\n<div class=\"t-container t-align_left\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div class=\"t056__title t-name t-name_xl\" field=\"title\" style=\"\">\n<div style=\"font-size:20px;line-height:32px;font-family:'Fira Sans';color:#343434;\" data-customstyle=\"yes\">\u041d\u0443\u0436\u043d\u0430&nbsp;\u043b\u0438 \u043a\u043e\u043c\u0430\u043d\u0434\u0430 \u0441&nbsp;\u0443\u0437\u043a\u043e\u0439 \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0435\u0439 \u043f\u0440\u0438 \u0440\u0430\u0431\u043e\u0442\u0435 \u0441&nbsp;\u0434\u0430\u043d\u043d\u044b\u043c\u0438<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849249\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">80% \u043e\u0442\u0432\u0435\u0442\u0438\u0432\u0448\u0438\u0445 \u0441\u043e\u0433\u043b\u0430\u0441\u043d\u044b \u0441&nbsp;\u0443\u0442\u0432\u0435\u0440\u0436\u0434\u0435\u043d\u0438\u0435\u043c, \u0438&nbsp;\u044d\u0442\u043e \u043a\u043e\u0440\u0440\u0435\u043b\u0438\u0440\u0443\u0435\u0442 \u0441&nbsp;\u043f\u0440\u0435\u0434\u044b\u0434\u0443\u0449\u0438\u043c\u0438 \u0432\u0430\u0440\u0438\u0430\u043d\u0442\u0430\u043c\u0438 \u043e\u0442\u0432\u0435\u0442\u043e\u0432 \u043d\u0430&nbsp;\u0442\u0435\u043c\u0443 \u0440\u0430\u0437\u043b\u0438\u0447\u0438\u0439 \u043c\u0435\u0436\u0434\u0443 DE, DA \u0438&nbsp;DS. \u0414\u0435\u0439\u0441\u0442\u0432\u0438\u0442\u0435\u043b\u044c\u043d\u043e, \u0447\u0442\u043e\u0431\u044b \u043f\u043e\u043b\u0443\u0447\u0438\u0442\u044c \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442, \u0437\u0430\u0434\u0430\u0447\u0438 \u043b\u0443\u0447\u0448\u0435 \u043f\u043e\u0440\u0443\u0447\u0430\u0442\u044c \u0442\u0435\u043c, \u043a\u0442\u043e \u0432&nbsp;\u043d\u0438\u0445 \u043a\u043e\u043c\u043f\u0435\u0442\u0435\u043d\u0442\u0435\u043d, \u0430&nbsp;\u043d\u0435&nbsp;\u043f\u044b\u0442\u0430\u0442\u044c\u0441\u044f \u0432\u0441\u0451 \u0432\u0437\u0432\u0430\u043b\u0438\u0442\u044c \u043d\u0430&nbsp;\u043e\u0434\u043d\u043e\u0433\u043e \u0441\u043e\u0442\u0440\u0443\u0434\u043d\u0438\u043a\u0430. \u0412\u043f\u0440\u043e\u0447\u0435\u043c, \u0431\u044b\u0432\u0430\u044e\u0442 \u0438&nbsp;\u0438\u0441\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u044f, \u043d\u043e&nbsp;\u043e\u043d\u0438 \u0447\u0430\u0449\u0435 \u0432\u0441\u0435\u0433\u043e \u043f\u0440\u0438\u043c\u0435\u043d\u0438\u043c\u044b \u043a&nbsp;\u043a\u043e\u043c\u043f\u0430\u043d\u0438\u044f\u043c \u043d\u0430&nbsp;\u0441\u0442\u0430\u0440\u0442\u0435 \u0434\u0435\u044f\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438.<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360859135\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \"  data-record-type=\"3\"   > <!-- T107 --> <\/p>\n<div class=\"t107\">\n<div class=\"t-align_center\" itemscope itemtype=\"http:\/\/schema.org\/ImageObject\"><meta itemprop=\"image\" content=\"https:\/\/habrastorage.org\/getpro\/tmtm\/articles\/tld\/images\/22334048\/tild3566-6166-4663-b032-613333306461__13.png\">                      <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360861897\" class=\"r t-rec t-rec_pt_30 t-rec_pb_0\" style=\"padding-top:30px;padding-bottom:0px; \"  data-record-type=\"65\"   > <!-- T056 --> <\/p>\n<div class=\"t056\">\n<div class=\"t-container t-align_left\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div class=\"t056__title t-name t-name_xl\" field=\"title\" style=\"\">\n<div style=\"font-size:20px;line-height:32px;font-family:'Fira Sans';color:#343434;\" data-customstyle=\"yes\">\u041e\u043f\u0442\u0438\u043c\u0430\u043b\u044c\u043d\u044b\u0439 \u0440\u0430\u0437\u043c\u0435\u0440 \u043a\u043e\u043c\u0430\u043d\u0434\u044b<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360849251\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u041a\u043e\u043d\u0435\u0447\u043d\u043e, \u0437\u0434\u0435\u0441\u044c \u0432\u0441\u0451 \u0437\u0430\u0432\u0438\u0441\u0438\u0442 \u043e\u0442&nbsp;\u0440\u0430\u0437\u043c\u0435\u0440\u0430 \u043f\u0440\u043e\u0435\u043a\u0442\u0430, \u043e&nbsp;\u0447\u0451\u043c \u043c\u043d\u043e\u0433\u0438\u0435 \u0443\u043a\u0430\u0437\u0430\u043b\u0438 \u0432&nbsp;\u0441\u0432\u043e\u0438\u0445 \u0432\u0430\u0440\u0438\u0430\u043d\u0442\u0430\u0445 \u043e\u0442\u0432\u0435\u0442\u0430.<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360859254\" class=\"r t-rec t-rec_pt_0 t-rec_pb_0\" style=\"padding-top:0px;padding-bottom:0px; \" data-animationappear=\"off\" data-record-type=\"106\"   > <!-- T004 --> <\/p>\n<div class=\"t004\">\n<div class=\"t-container\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div field=\"text\" class=\"t-text t-text_md\" style=\"\">\n<div style=\"font-size:18px;line-height:28px;color:#000000;\" data-customstyle=\"yes\">\u041d\u043e&nbsp;\u0431\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u043e (49%) \u0437\u0430&nbsp;\u043a\u043e\u043c\u0430\u043d\u0434\u0443 \u043e\u0442&nbsp;3 \u0434\u043e&nbsp;5&nbsp;\u0447\u0435\u043b\u043e\u0432\u0435\u043a, \u0442\u043e&nbsp;\u0435\u0441\u0442\u044c \u043d\u0435\u0431\u043e\u043b\u044c\u0448\u043e\u0439 \u043e\u0442\u0434\u0435\u043b, \u0441\u043e\u0442\u0440\u0443\u0434\u043d\u0438\u043a\u0438 \u043a\u043e\u0442\u043e\u0440\u043e\u0433\u043e \u0442\u0435\u0441\u043d\u043e \u043e\u0431\u0449\u0430\u044e\u0442\u0441\u044f \u043f\u043e&nbsp;\u0440\u0430\u0431\u043e\u0447\u0438\u043c \u043c\u043e\u043c\u0435\u043d\u0442\u0430\u043c. \u041a\u0441\u0442\u0430\u0442\u0438, \u0438\u043d\u0442\u0435\u0440\u0435\u0441\u043d\u043e\u0435 \u043d\u0430\u0431\u043b\u044e\u0434\u0435\u043d\u0438\u0435: \u0432\u044b\u0431\u043e\u0440 \u0443\u0447\u0430\u0441\u0442\u043d\u0438\u043a\u043e\u0432 \u043e\u043f\u0440\u043e\u0441\u0430 \u043a\u043e\u0440\u0440\u0435\u043b\u0438\u0440\u0443\u0435\u0442 \u0441&nbsp;\u043e\u0434\u043d\u0438\u043c \u0438\u0437 <a href=\"https:\/\/ru.wikipedia.org\/wiki\/%D0%97%D0%B0%D0%BA%D0%BE%D0%BD%D1%8B_%D0%9F%D0%B0%D1%80%D0%BA%D0%B8%D0%BD%D1%81%D0%BE%D0%BD%D0%B0\" target=\"_blank\" style=\"noopener\">\u0437\u0430\u043a\u043e\u043d\u043e\u0432 \u041f\u0430\u0440\u043a\u0438\u043d\u0441\u043e\u043d\u0430<\/a>, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0433\u043b\u0430\u0441\u0438\u0442, \u0447\u0442\u043e 5&nbsp;\u0447\u0435\u043b\u043e\u0432\u0435\u043a&nbsp;\u2014 \u043e\u043f\u0442\u0438\u043c\u0430\u043b\u044c\u043d\u043e\u0435 \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e \u043b\u044e\u0434\u0435\u0439 \u0432&nbsp;\u043e\u0434\u043d\u043e\u043c \u043a\u0430\u0431\u0438\u043d\u0435\u0442\u0435. \u042d\u0442\u043e\u0442 \u0437\u0430\u043a\u043e\u043d \u0438\u0437\u043d\u0430\u0447\u0430\u043b\u044c\u043d\u043e \u0431\u044b\u043b \u0441\u0444\u043e\u0440\u043c\u0443\u043b\u0438\u0440\u043e\u0432\u0430\u043d \u0434\u043b\u044f \u0433\u043e\u0441\u0443\u0447\u0440\u0435\u0436\u0434\u0435\u043d\u0438\u0439, \u043d\u043e&nbsp;\u0432&nbsp;\u0446\u0435\u043b\u043e\u043c \u043f\u0440\u0438\u0436\u0438\u043b\u0441\u044f \u0432\u043e&nbsp;\u0432\u0441\u0435\u0445 \u0441\u0444\u0435\u0440\u0430\u0445:<\/div>\n<\/div><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div id=\"rec360859364\" class=\"r t-rec t-rec_pt_30 t-rec_pb_0\" style=\"padding-top:30px;padding-bottom:0px;background-color:#ffffff; \" data-animationappear=\"off\" data-record-type=\"273\"   data-bg-color=\"#ffffff\"> <!-- t254 --> <\/p>\n<div class=\"t254\">\n<div class=\"t-container\">\n<div class=\"t-row\">\n<div class=\"t-col t-col_8 t-prefix_2\">\n<div class=\"t254__wrapper\">\n<div class=\"t254__icon\" style=\"color: #66a2be;\">\u201c<\/div>\n<div class=\"t254__text t-text t-text_lg\" style=\"\" field=\"text\">\n<div style=\"font-size:24px;line-height:36px;font-family:'PT Serif';\" data-customstyle=\"yes\"><strong>\u0418\u0434\u0435\u0430\u043b\u044c\u043d\u043e\u0435 \u0447\u0438\u0441\u043b\u043e \u0447\u043b\u0435\u043d\u043e\u0432&nbsp;\u2014 \u043f\u044f\u0442\u044c \u0447\u0435\u043b\u043e\u0432\u0435\u043a. \u041f\u0440\u0438 \u0442\u0430\u043a\u043e\u043c \u0447\u0438\u0441\u043b\u0435\u043d\u043d\u043e\u043c \u0441\u043e\u0441\u0442\u0430\u0432\u0435 \u043a\u0430\u0431\u0438\u043d\u0435\u0442<\/strong><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[],"tags":[],"class_list":["post-408242","post","type-post","status-publish","format-standard","hentry"],"_links":{"self":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/posts\/408242","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=408242"}],"version-history":[{"count":0,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/posts\/408242\/revisions"}],"wp:attachment":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=408242"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=408242"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=408242"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}