{"id":408907,"date":"2024-06-29T20:27:38","date_gmt":"2024-06-29T20:27:38","guid":{"rendered":"http:\/\/savepearlharbor.com\/?p=408907"},"modified":"-0001-11-30T00:00:00","modified_gmt":"-0001-11-29T21:00:00","slug":"","status":"publish","type":"post","link":"https:\/\/savepearlharbor.com\/?p=408907","title":{"rendered":"<span>\u0412\u0438\u0434\u0435\u043e\u0437\u0430\u043f\u0438\u0441\u044c \u0441\u0435\u0440\u0438\u0438 \u0432\u0435\u0431\u0438\u043d\u0430\u0440\u043e\u0432 The A-Z of\u00a0Data\u00a0\u2014 \u0431\u043b\u043e\u043a MLOps<\/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-2\">\n<div xmlns=\"http:\/\/www.w3.org\/1999\/xhtml\">\n<p>\u041f\u0440\u0438\u0432\u0435\u0442\u0441\u0442\u0432\u0443\u044e \u0432\u0441\u0435\u0445!<\/p>\n<p>\u041d\u0430\u00a0\u043f\u0440\u043e\u0442\u044f\u0436\u0435\u043d\u0438\u0438 \u043f\u043e\u0441\u043b\u0435\u0434\u043d\u0438\u0445 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u0438\u0445 \u043c\u0435\u0441\u044f\u0446\u0435\u0432, \u043c\u044b\u00a0\u043a\u043e\u043c\u0430\u043d\u0434\u043e\u0439\u00a0<a href=\"https:\/\/dataphoenix.info\/\" rel=\"noopener noreferrer nofollow\">Data Phoenix<\/a>, \u043f\u0440\u043e\u0432\u0435\u043b\u0438 \u0440\u044f\u0434 \u0432\u0435\u0431\u0438\u043d\u0430\u0440\u043e\u0432 \u043f\u043e\u0441\u0432\u044f\u0449\u0435\u043d\u043d\u044b\u0445 MLOps \u0432\u00a0\u0440\u0430\u043c\u043a\u0430\u0445 \u0441\u0435\u0440\u0438\u0438 \u00ab<a href=\"https:\/\/dataphoenix.info\/the-a-z-of-data\/\" rel=\"noopener noreferrer nofollow\">The A-Z of\u00a0Data<\/a>\u00bb.<\/p>\n<p>\u0421\u0435\u0433\u043e\u0434\u043d\u044f \u044f\u00a0\u0445\u043e\u0447\u0443 \u043f\u043e\u0434\u0435\u043b\u0438\u0442\u044c\u0441\u044f \u0432\u0441\u0435\u043c\u0438 \u0432\u0438\u0434\u0435\u043e\u0437\u0430\u043f\u0438\u0441\u044f\u043c\u0438 \u043f\u0440\u043e\u0448\u0435\u0434\u0448\u0438\u0445 \u0432\u0435\u0431\u0438\u043d\u0430\u0440\u043e\u0432, \u0430\u00a0\u0442\u0430\u043a\u0436\u0435 \u043f\u0440\u0438\u0433\u043b\u0430\u0441\u0438\u0442\u044c \u043d\u0430\u00a0\u043f\u0440\u0435\u0434\u0441\u0442\u043e\u044f\u0449\u0438\u0439, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0431\u0443\u0434\u0435\u0442 \u043f\u043e\u0441\u0432\u044f\u0449\u0435\u043d\u00a0<a href=\"https:\/\/dataphoenix.info\/webinar-pachyderm-in-production-lessons-learned\/\" rel=\"noopener noreferrer nofollow\">MLOps \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0443\u00a0\u2014 Pachyderm<\/a>. \u0422\u0430\u043a\u0436\u0435 \u0431\u0443\u0434\u0443 \u0431\u043b\u0430\u0433\u043e\u0434\u0430\u0440\u0435\u043d \u0437\u0430\u00a0\u043f\u043e\u0436\u0435\u043b\u0430\u043d\u0438\u044f \u0432\u00a0\u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u044f\u0445 \u0442\u0435\u043c, \u043d\u0430\u00a0\u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0432\u0430\u043c \u0431\u044b\u043b\u043e\u00a0\u0431\u044b \u0438\u043d\u0442\u0435\u0440\u0435\u0441\u043d\u043e \u043f\u043e\u0441\u043b\u0443\u0448\u0430\u0442\u044c \u043f\u0440\u0435\u0434\u0441\u0442\u043e\u044f\u0449\u0438\u0435 \u0432\u0435\u0431\u0438\u043d\u0430\u0440\u044b.<\/p>\n<h4>\u0412\u0435\u0431\u0438\u043d\u0430\u0440 \u00abIntroduction to\u00a0MLOps\u00bb<\/h4>\n<div class=\"tm-iframe_temp\" data-src=\"https:\/\/embedd.srv.habr.com\/iframe\/614dca656a73daf6662a1b5a\" data-style=\"\" id=\"614dca656a73daf6662a1b5a\" width=\"\"><\/div>\n<h4>\u0412\u0435\u0431\u0438\u043d\u0430\u0440 \u00abMonitoring ML\u00a0Models in\u00a0Production\u00bb<\/h4>\n<div class=\"tm-iframe_temp\" data-src=\"https:\/\/embedd.srv.habr.com\/iframe\/614dca7cad041b3b9bfdc74a\" data-style=\"\" id=\"614dca7cad041b3b9bfdc74a\" width=\"\"><\/div>\n<h4>\u0412\u0435\u0431\u0438\u043d\u0430\u0440 \u00abDeploying deep learning models with Kubernetes and Kubeflow\u00bb<\/h4>\n<div class=\"tm-iframe_temp\" data-src=\"https:\/\/embedd.srv.habr.com\/iframe\/614dca8e1370783b8bf93050\" data-style=\"\" id=\"614dca8e1370783b8bf93050\" width=\"\"><\/div>\n<h4>\u0412\u0435\u0431\u0438\u043d\u0430\u0440 \u00abRe-usable pipelines for\u00a0ML projects with DVC\u00bb<\/h4>\n<div class=\"tm-iframe_temp\" data-src=\"https:\/\/embedd.srv.habr.com\/iframe\/614dcaae6a73daf6662a1b5b\" data-style=\"\" id=\"614dcaae6a73daf6662a1b5b\" width=\"\"><\/div>\n<h4>\u0412\u0435\u0431\u0438\u043d\u0430\u0440 \u00abFrom research to\u00a0product with Hydrosphere\u00bb<\/h4>\n<div class=\"tm-iframe_temp\" data-src=\"https:\/\/embedd.srv.habr.com\/iframe\/614dcabdf61f533babdf2e71\" data-style=\"\" id=\"614dcabdf61f533babdf2e71\" width=\"\"><\/div>\n<\/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\/579812\/\"> https:\/\/habr.com\/ru\/articles\/579812\/<\/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-2\">\n<div xmlns=\"http:\/\/www.w3.org\/1999\/xhtml\">\n<p>\u041f\u0440\u0438\u0432\u0435\u0442\u0441\u0442\u0432\u0443\u044e \u0432\u0441\u0435\u0445!<\/p>\n<p>\u041d\u0430\u00a0\u043f\u0440\u043e\u0442\u044f\u0436\u0435\u043d\u0438\u0438 \u043f\u043e\u0441\u043b\u0435\u0434\u043d\u0438\u0445 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u0438\u0445 \u043c\u0435\u0441\u044f\u0446\u0435\u0432, \u043c\u044b\u00a0\u043a\u043e\u043c\u0430\u043d\u0434\u043e\u0439\u00a0<a href=\"https:\/\/dataphoenix.info\/\" rel=\"noopener noreferrer nofollow\">Data Phoenix<\/a>, \u043f\u0440\u043e\u0432\u0435\u043b\u0438 \u0440\u044f\u0434 \u0432\u0435\u0431\u0438\u043d\u0430\u0440\u043e\u0432 \u043f\u043e\u0441\u0432\u044f\u0449\u0435\u043d\u043d\u044b\u0445 MLOps \u0432\u00a0\u0440\u0430\u043c\u043a\u0430\u0445 \u0441\u0435\u0440\u0438\u0438 \u00ab<a href=\"https:\/\/dataphoenix.info\/the-a-z-of-data\/\" rel=\"noopener noreferrer nofollow\">The A-Z of\u00a0Data<\/a>\u00bb.<\/p>\n<p>\u0421\u0435\u0433\u043e\u0434\u043d\u044f \u044f\u00a0\u0445\u043e\u0447\u0443 \u043f\u043e\u0434\u0435\u043b\u0438\u0442\u044c\u0441\u044f \u0432\u0441\u0435\u043c\u0438 \u0432\u0438\u0434\u0435\u043e\u0437\u0430\u043f\u0438\u0441\u044f\u043c\u0438 \u043f\u0440\u043e\u0448\u0435\u0434\u0448\u0438\u0445 \u0432\u0435\u0431\u0438\u043d\u0430\u0440\u043e\u0432, \u0430\u00a0\u0442\u0430\u043a\u0436\u0435 \u043f\u0440\u0438\u0433\u043b\u0430\u0441\u0438\u0442\u044c \u043d\u0430\u00a0\u043f\u0440\u0435\u0434\u0441\u0442\u043e\u044f\u0449\u0438\u0439, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0431\u0443\u0434\u0435\u0442 \u043f\u043e\u0441\u0432\u044f\u0449\u0435\u043d\u00a0<a href=\"https:\/\/dataphoenix.info\/webinar-pachyderm-in-production-lessons-learned\/\" rel=\"noopener noreferrer nofollow\">MLOps \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0443\u00a0\u2014 Pachyderm<\/a>. \u0422\u0430\u043a\u0436\u0435 \u0431\u0443\u0434\u0443 \u0431\u043b\u0430\u0433\u043e\u0434\u0430\u0440\u0435\u043d \u0437\u0430\u00a0\u043f\u043e\u0436\u0435\u043b\u0430\u043d\u0438\u044f \u0432\u00a0\u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u044f\u0445 \u0442\u0435\u043c, \u043d\u0430\u00a0\u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0432\u0430\u043c \u0431\u044b\u043b\u043e\u00a0\u0431\u044b \u0438\u043d\u0442\u0435\u0440\u0435\u0441\u043d\u043e \u043f\u043e\u0441\u043b\u0443\u0448\u0430\u0442\u044c \u043f\u0440\u0435\u0434\u0441\u0442\u043e\u044f\u0449\u0438\u0435 \u0432\u0435\u0431\u0438\u043d\u0430\u0440\u044b.<\/p>\n<h4>\u0412\u0435\u0431\u0438\u043d\u0430\u0440 \u00abIntroduction to\u00a0MLOps\u00bb<\/h4>\n<div class=\"tm-iframe_temp\" data-src=\"https:\/\/embedd.srv.habr.com\/iframe\/614dca656a73daf6662a1b5a\" data-style=\"\" id=\"614dca656a73daf6662a1b5a\" width=\"\"><\/div>\n<h4>\u0412\u0435\u0431\u0438\u043d\u0430\u0440 \u00abMonitoring ML\u00a0Models in\u00a0Production\u00bb<\/h4>\n<div class=\"tm-iframe_temp\" data-src=\"https:\/\/embedd.srv.habr.com\/iframe\/614dca7cad041b3b9bfdc74a\" data-style=\"\" id=\"614dca7cad041b3b9bfdc74a\" width=\"\"><\/div>\n<h4>\u0412\u0435\u0431\u0438\u043d\u0430\u0440 \u00abDeploying deep learning models with Kubernetes and Kubeflow\u00bb<\/h4>\n<div class=\"tm-iframe_temp\" data-src=\"https:\/\/embedd.srv.habr.com\/iframe\/614dca8e1370783b8bf93050\" data-style=\"\" id=\"614dca8e1370783b8bf93050\" width=\"\"><\/div>\n<h4>\u0412\u0435\u0431\u0438\u043d\u0430\u0440 \u00abRe-usable pipelines for\u00a0ML projects with DVC\u00bb<\/h4>\n<div class=\"tm-iframe_temp\" data-src=\"https:\/\/embedd.srv.habr.com\/iframe\/614dcaae6a73daf6662a1b5b\" data-style=\"\" id=\"614dcaae6a73daf6662a1b5b\" width=\"\"><\/div>\n<h4>\u0412\u0435\u0431\u0438\u043d\u0430\u0440 \u00abFrom research to\u00a0product with Hydrosphere\u00bb<\/h4>\n<div class=\"tm-iframe_temp\" data-src=\"https:\/\/embedd.srv.habr.com\/iframe\/614dcabdf61f533babdf2e71\" data-style=\"\" id=\"614dcabdf61f533babdf2e71\" width=\"\"><\/div>\n<\/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\/579812\/\"> https:\/\/habr.com\/ru\/articles\/579812\/<\/a><br \/><\/br><\/br><\/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-408907","post","type-post","status-publish","format-standard","hentry"],"_links":{"self":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/posts\/408907","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=408907"}],"version-history":[{"count":0,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/posts\/408907\/revisions"}],"wp:attachment":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=408907"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=408907"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=408907"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}