{"id":461285,"date":"2025-05-28T15:00:55","date_gmt":"2025-05-28T15:00:55","guid":{"rendered":"http:\/\/savepearlharbor.com\/?p=461285"},"modified":"-0001-11-30T00:00:00","modified_gmt":"-0001-11-29T21:00:00","slug":"","status":"publish","type":"post","link":"https:\/\/savepearlharbor.com\/?p=461285","title":{"rendered":"<span>\u0412 Selectel \u043f\u0440\u043e\u0439\u0434\u0435\u0442 Data Fest \u2014 \u043c\u0438\u0442\u0430\u043f \u043f\u0440\u043e Open Source \u0438 ML<\/span>"},"content":{"rendered":"<div><!--[--><!--]--><\/div>\n<div id=\"post-content-body\">\n<div>\n<div class=\"article-formatted-body article-formatted-body article-formatted-body_version-1\">\n<div xmlns=\"http:\/\/www.w3.org\/1999\/xhtml\">\n<div style=\"text-align:center;\"><img decoding=\"async\" src=\"https:\/\/habrastorage.org\/r\/w1560\/getpro\/habr\/\/post_images\/369\/6fe\/ca8\/3696feca86e90cd7aff0387acf477880.png\" sizes=\"(max-width: 780px) 100vw, 50vw\" srcset=\"https:\/\/habrastorage.org\/r\/w780\/getpro\/habr\/\/post_images\/369\/6fe\/ca8\/3696feca86e90cd7aff0387acf477880.png 780w,&#10;       https:\/\/habrastorage.org\/r\/w1560\/getpro\/habr\/\/post_images\/369\/6fe\/ca8\/3696feca86e90cd7aff0387acf477880.png 781w\" loading=\"lazy\" decode=\"async\"\/><\/div>\n<p> \u041f\u0440\u0438\u0432\u0435\u0442, \u0425\u0430\u0431\u0440! 29 \u043c\u0430\u044f \u0432 18:00 \u0432\u043c\u0435\u0441\u0442\u0435 \u0441 ODS <a href=\"https:\/\/ods.ai\/events\/fest2025-selectel-spb\">\u043f\u0440\u043e\u0432\u0435\u0434\u0435\u043c \u043c\u0438\u0442\u0430\u043f<\/a> \u0441 \u0434\u0432\u0443\u043c\u044f \u043f\u043e\u043b\u043d\u043e\u0446\u0435\u043d\u043d\u044b\u043c\u0438 \u0441\u0435\u0441\u0441\u0438\u044f\u043c\u0438. \u041c\u044b \u0440\u0430\u0441\u0441\u043a\u0430\u0436\u0435\u043c \u043f\u0440\u043e \u0438\u043d\u0444\u0440\u0430\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u043d\u044b\u0439 ML, \u0430 ODS \u2014 \u043f\u0440\u043e Open Source. \u041f\u0440\u0438\u0441\u043e\u0435\u0434\u0438\u043d\u044f\u0439\u0442\u0435\u0441\u044c \u043e\u0447\u043d\u043e \u0438\u043b\u0438 \u043e\u043d\u043b\u0430\u0439\u043d. \u0423\u0441\u043f\u0435\u0439\u0442\u0435 \u0437\u0430\u0440\u0435\u0433\u0438\u0441\u0442\u0440\u0438\u0440\u043e\u0432\u0430\u0442\u044c\u0441\u044f \u0434\u043e 12:00 \u0437\u0430\u0432\u0442\u0440\u0430\u0448\u043d\u0435\u0433\u043e \u0434\u043d\u044f.<br \/> <a name=\"habracut\"><\/a><br \/> <font color=\"#EB4247\"><\/p>\n<h2>\u0414\u043e\u043a\u043b\u0430\u0434\u044b<\/h2>\n<p><\/font><\/p>\n<ul>\n<li>\u0410\u0432\u0442\u043e\u0441\u043a\u0435\u0439\u043b\u0438\u043d\u0433 \u0438\u043d\u0444\u0435\u0440\u0435\u043d\u0441\u0430 \u0432 k8s<\/li>\n<li>ML-\u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u0430 \u043d\u0430 \u0431\u0430\u0437\u0435 ClearML \u0441 Dataset Mesh-\u043f\u0440\u0438\u043d\u0446\u0438\u043f\u0430\u043c\u0438<\/li>\n<li>\u042d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u044b\u0439 \u043c\u043e\u043d\u0438\u0442\u043e\u0440\u0438\u043d\u0433 \u0442\u0435\u0440\u0440\u0438\u0442\u043e\u0440\u0438\u0439: MLOps \u0434\u043b\u044f \u0441\u0435\u043c\u0430\u043d\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0439 \u0441\u0435\u0433\u043c\u0435\u043d\u0442\u0430\u0446\u0438\u0438 \u0441\u043f\u0443\u0442\u043d\u0438\u043a\u043e\u0432\u044b\u0445 \u0441\u043d\u0438\u043c\u043a\u043e\u0432<\/li>\n<li>MLOps \u0434\u043b\u044f \u0434\u0430\u0442\u0430 \u0430\u043d\u0430\u043b\u0438\u0442\u0438\u043a\u0438: \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u044f ETL-\u043f\u0440\u043e\u0446\u0435\u0441\u0441\u043e\u0432 c \u043f\u043e\u043c\u043e\u0449\u044c\u044e ClearML<\/li>\n<li>SVETlANNa = \u0441\u0432\u0435\u0442 + artificial neural network: \u043a\u0430\u043a \u0444\u0438\u0437\u0438\u043a\u0438 \u0434\u0435\u043b\u0430\u043b\u0438 Open Source \u0438 \u0447\u0442\u043e \u0438\u0437 \u044d\u0442\u043e\u0433\u043e \u0432\u044b\u0448\u043b\u043e<\/li>\n<li>\u041f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u0430 \u0434\u043b\u044f \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f \u043d\u0435\u0439\u0440\u043e\u043d\u043d\u044b\u0445 \u0441\u0435\u0442\u0435\u0439 <\/li>\n<li>\u041f\u0440\u043e\u0431\u043b\u0435\u043c\u044b \u0438 \u0442\u0435\u043a\u0443\u0449\u0438\u0435 \u0440\u0435\u0448\u0435\u043d\u0438\u044f \u0432 \u043e\u0431\u043b\u0430\u0441\u0442\u0438 real-time feature engineering \/ data processing \u0432 ML. \u041epen Source \u043f\u0440\u043e\u0435\u043a\u0442 Volga<\/li>\n<\/ul>\n<p> \u0418\u043d\u0442\u0435\u0440\u0430\u043a\u0442\u0438\u0432\u044b, \u043a\u043e\u043d\u043a\u0443\u0440\u0441\u044b, \u043a\u043e\u0444\u0435-\u0431\u0440\u0435\u0439\u043a\u0438, \u043d\u0435\u0442\u0432\u043e\u0440\u043a\u0438\u043d\u0433 \u0438 \u043f\u0440\u0438\u0437\u044b \u2014 \u043f\u0440\u0438\u044f\u0442\u043d\u044b\u0435 \u0431\u043e\u043d\u0443\u0441\u044b.<\/p>\n<p> <b><a href=\"https:\/\/ods.ai\/events\/fest2025-selectel-spb\">\u0417\u0430\u043f\u043e\u043b\u043d\u044f\u0439\u0442\u0435 \u0430\u043d\u043a\u0435\u0442\u0443<\/a><\/b> \u0438 \u0436\u0434\u0438\u0442\u0435 \u043f\u0438\u0441\u044c\u043c\u043e \u0441 \u043f\u043e\u0434\u0442\u0432\u0435\u0440\u0436\u0434\u0435\u043d\u0438\u0435\u043c.<\/p>\n<p> <a href=\"https:\/\/selectel.ru\/services\/cloud\/mlops\/?utm_source=habr.com&amp;utm_medium=referral&amp;utm_campaign=mlops_news_datafest_280525_banner_045_ord\"><\/p>\n<div style=\"text-align:center;\"><img decoding=\"async\" src=\"https:\/\/habrastorage.org\/r\/w1560\/webt\/-2\/z8\/du\/-2z8dub0xcp2rkd0dixzvvl4daa.png\" sizes=\"(max-width: 780px) 100vw, 50vw\" srcset=\"https:\/\/habrastorage.org\/r\/w780\/webt\/-2\/z8\/du\/-2z8dub0xcp2rkd0dixzvvl4daa.png 780w,&#10;       https:\/\/habrastorage.org\/r\/w1560\/webt\/-2\/z8\/du\/-2z8dub0xcp2rkd0dixzvvl4daa.png 781w\" loading=\"lazy\" decode=\"async\"\/><\/div>\n<p><\/a><\/div>\n<\/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\/913554\/\"> https:\/\/habr.com\/ru\/articles\/913554\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<div><!--[--><!--]--><\/div>\n<div id=\"post-content-body\">\n<div>\n<div class=\"article-formatted-body article-formatted-body article-formatted-body_version-1\">\n<div xmlns=\"http:\/\/www.w3.org\/1999\/xhtml\">\n<div style=\"text-align:center;\"><img decoding=\"async\" src=\"https:\/\/habrastorage.org\/r\/w1560\/getpro\/habr\/\/post_images\/369\/6fe\/ca8\/3696feca86e90cd7aff0387acf477880.png\" sizes=\"(max-width: 780px) 100vw, 50vw\" srcset=\"https:\/\/habrastorage.org\/r\/w780\/getpro\/habr\/\/post_images\/369\/6fe\/ca8\/3696feca86e90cd7aff0387acf477880.png 780w,&#10;       https:\/\/habrastorage.org\/r\/w1560\/getpro\/habr\/\/post_images\/369\/6fe\/ca8\/3696feca86e90cd7aff0387acf477880.png 781w\" loading=\"lazy\" decode=\"async\"\/><\/div>\n<p> \u041f\u0440\u0438\u0432\u0435\u0442, \u0425\u0430\u0431\u0440! 29 \u043c\u0430\u044f \u0432 18:00 \u0432\u043c\u0435\u0441\u0442\u0435 \u0441 ODS <a href=\"https:\/\/ods.ai\/events\/fest2025-selectel-spb\">\u043f\u0440\u043e\u0432\u0435\u0434\u0435\u043c \u043c\u0438\u0442\u0430\u043f<\/a> \u0441 \u0434\u0432\u0443\u043c\u044f \u043f\u043e\u043b\u043d\u043e\u0446\u0435\u043d\u043d\u044b\u043c\u0438 \u0441\u0435\u0441\u0441\u0438\u044f\u043c\u0438. \u041c\u044b \u0440\u0430\u0441\u0441\u043a\u0430\u0436\u0435\u043c \u043f\u0440\u043e \u0438\u043d\u0444\u0440\u0430\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u043d\u044b\u0439 ML, \u0430 ODS \u2014 \u043f\u0440\u043e Open Source. \u041f\u0440\u0438\u0441\u043e\u0435\u0434\u0438\u043d\u044f\u0439\u0442\u0435\u0441\u044c \u043e\u0447\u043d\u043e \u0438\u043b\u0438 \u043e\u043d\u043b\u0430\u0439\u043d. \u0423\u0441\u043f\u0435\u0439\u0442\u0435 \u0437\u0430\u0440\u0435\u0433\u0438\u0441\u0442\u0440\u0438\u0440\u043e\u0432\u0430\u0442\u044c\u0441\u044f \u0434\u043e 12:00 \u0437\u0430\u0432\u0442\u0440\u0430\u0448\u043d\u0435\u0433\u043e \u0434\u043d\u044f. <\/p>\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-461285","post","type-post","status-publish","format-standard","hentry"],"_links":{"self":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/posts\/461285","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=461285"}],"version-history":[{"count":0,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/posts\/461285\/revisions"}],"wp:attachment":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=461285"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=461285"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=461285"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}