{"id":3172,"date":"2022-02-27T14:31:20","date_gmt":"2022-02-27T14:31:20","guid":{"rendered":"https:\/\/otus.ru\/journal\/?p=3172"},"modified":"2022-02-27T14:31:20","modified_gmt":"2022-02-27T14:31:20","slug":"novye-meropriyatiya-v-otus-23","status":"publish","type":"post","link":"https:\/\/otus.ru\/journal\/novye-meropriyatiya-v-otus-23\/","title":{"rendered":"\u041d\u043e\u0432\u044b\u0435 \u043c\u0435\u0440\u043e\u043f\u0440\u0438\u044f\u0442\u0438\u044f \u0432 OTUS"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_61 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title \" >\u0421\u043e\u0434\u0435\u0440\u0436\u0430\u043d\u0438\u0435<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/otus.ru\/journal\/novye-meropriyatiya-v-otus-23\/#28_%D1%84%D0%B5%D0%B2%D1%80%D0%B0%D0%BB%D1%8F_20_00\" title=\"28 \u0444\u0435\u0432\u0440\u0430\u043b\u044f\u00a0\/\/ 20:00\">28 \u0444\u0435\u0432\u0440\u0430\u043b\u044f\u00a0\/\/ 20:00<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/otus.ru\/journal\/novye-meropriyatiya-v-otus-23\/#28_%D1%84%D0%B5%D0%B2%D1%80%D0%B0%D0%BB%D1%8F_20_00-2\" title=\"28 \u0444\u0435\u0432\u0440\u0430\u043b\u044f&nbsp;\/\/ 20:00\">28 \u0444\u0435\u0432\u0440\u0430\u043b\u044f&nbsp;\/\/ 20:00<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/otus.ru\/journal\/novye-meropriyatiya-v-otus-23\/#1_%D0%BC%D0%B0%D1%80%D1%82%D0%B0_20_00\" title=\"1 \u043c\u0430\u0440\u0442\u0430\u00a0\/\/ 20:00\">1 \u043c\u0430\u0440\u0442\u0430\u00a0\/\/ 20:00<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/otus.ru\/journal\/novye-meropriyatiya-v-otus-23\/#1_%D0%BC%D0%B0%D1%80%D1%82%D0%B0_19_00\" title=\"1 \u043c\u0430\u0440\u0442\u0430\u00a0\/\/ 19:00\">1 \u043c\u0430\u0440\u0442\u0430\u00a0\/\/ 19:00<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/otus.ru\/journal\/novye-meropriyatiya-v-otus-23\/#2_%D0%BC%D0%B0%D1%80%D1%82%D0%B0_20_00\" title=\"2 \u043c\u0430\u0440\u0442\u0430\u00a0\/\/ 20:00\">2 \u043c\u0430\u0440\u0442\u0430\u00a0\/\/ 20:00<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/otus.ru\/journal\/novye-meropriyatiya-v-otus-23\/#2_%D0%BC%D0%B0%D1%80%D1%82%D0%B0_20_00-2\" title=\"2 \u043c\u0430\u0440\u0442\u0430&nbsp;\/\/ 20:00\">2 \u043c\u0430\u0440\u0442\u0430&nbsp;\/\/ 20:00<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/otus.ru\/journal\/novye-meropriyatiya-v-otus-23\/#2_%D0%BC%D0%B0%D1%80%D1%82%D0%B0_20_00-3\" title=\"2 \u043c\u0430\u0440\u0442\u0430&nbsp;\/\/ 20:00\">2 \u043c\u0430\u0440\u0442\u0430&nbsp;\/\/ 20:00<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/otus.ru\/journal\/novye-meropriyatiya-v-otus-23\/#3_%D0%BC%D0%B0%D1%80%D1%82%D0%B0_20_00\" title=\"3 \u043c\u0430\u0440\u0442\u0430\u00a0\/\/ 20:00\">3 \u043c\u0430\u0440\u0442\u0430\u00a0\/\/ 20:00<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/otus.ru\/journal\/novye-meropriyatiya-v-otus-23\/#3_%D0%BC%D0%B0%D1%80%D1%82%D0%B0_20_00-2\" title=\"3 \u043c\u0430\u0440\u0442\u0430&nbsp;\/\/ 20:00\">3 \u043c\u0430\u0440\u0442\u0430&nbsp;\/\/ 20:00<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/otus.ru\/journal\/novye-meropriyatiya-v-otus-23\/#3_%D0%BC%D0%B0%D1%80%D1%82%D0%B0_20_00-3\" title=\"3 \u043c\u0430\u0440\u0442\u0430&nbsp;\/\/ 20:00\">3 \u043c\u0430\u0440\u0442\u0430&nbsp;\/\/ 20:00<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/otus.ru\/journal\/novye-meropriyatiya-v-otus-23\/#3_%D0%BC%D0%B0%D1%80%D1%82%D0%B0_20_00-4\" title=\"3 \u043c\u0430\u0440\u0442\u0430&nbsp;\/\/ 20:00\">3 \u043c\u0430\u0440\u0442\u0430&nbsp;\/\/ 20:00<\/a><\/li><\/ul><\/nav><\/div>\n\n<p><\/p>\n\n\n\n<p>\u041f\u0440\u043e\u0434\u043e\u043b\u0436\u0430\u0435\u043c \u0443\u0447\u0438\u0442\u044c\u0441\u044f!<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-background has-vivid-red-background-color has-vivid-red-color\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"28_%D1%84%D0%B5%D0%B2%D1%80%D0%B0%D0%BB%D1%8F_20_00\"><\/span>2<strong>8 \u0444\u0435\u0432\u0440\u0430\u043b\u044f<\/strong>\u00a0\/\/ 20:00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/otus.pw\/i2hv\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u041e\u0422\u041a\u0420\u042b\u0422\u042b\u0419 \u0423\u0420\u041e\u041a \u00ab<strong>\u0421\u0422\u0415\u041d\u0414\u042b \u0414\u041b\u042f \u041d\u0410\u0413\u0420\u0423\u0417\u041e\u0427\u041d\u041e\u0413\u041e \u0422\u0415\u0421\u0422\u0418\u0420\u041e\u0412\u0410\u041d\u0418\u042f<\/strong>\u00bb<\/a><\/strong><\/p>\n\n\n\n<p>\u041e\u0431\u0441\u0443\u0434\u0438\u043c \u043a\u0430\u043a\u0438\u0435 \u0441\u0442\u0435\u043d\u0434\u044b \u043c\u043e\u0436\u043d\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0434\u043b\u044f \u043d\u0430\u0433\u0440\u0443\u0437\u043e\u0447\u043d\u043e\u0433\u043e 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href=\"https:\/\/otus.pw\/aemcR\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u0418\u041d\u0422\u0415\u041d\u0421\u0418\u0412 \u00abREACT-HOOKS\u00bb. \u0414\u0415\u041d\u042c 1<\/a><\/strong><\/p>\n\n\n\n<p>React-hooks \u043f\u043e\u044f\u0432\u0438\u043b\u0438\u0441\u044c \u0432 React \u0441 \u0432\u0435\u0440\u0441\u0438\u0438 16.8, \u0441\u0435\u0433\u043e\u0434\u043d\u044f \u043e\u043d\u0438 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442\u0441\u044f \u0443\u0436\u0435 \u043f\u043e\u0432\u0441\u0435\u043c\u0435\u0441\u0442\u043d\u043e. \u0417\u0430 2 \u0432\u0435\u0431\u0438\u043d\u0430\u0440\u0430 \u043c\u044b \u0440\u0430\u0437\u0431\u0435\u0440\u0435\u043c\u0441\u044f, \u043a\u0430\u043a \u0440\u0430\u0431\u043e\u0442\u0430\u0442\u044c \u0441 React-hooks, \u0441\u043e\u0437\u0434\u0430\u0434\u0438\u043c \u043a\u043e\u043c\u043f\u043e\u043d\u0435\u043d\u0442 \u0441 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435\u043c hooks, \u0430 \u0442\u0430\u043a\u0436\u0435 \u043d\u0430\u0443\u0447\u0438\u043c\u0441\u044f \u0434\u0435\u043b\u0430\u0442\u044c \u043a\u0430\u0441\u0442\u043e\u043c\u043d\u044b\u0435 hooks. \u041f\u043e\u0440\u0430\u0431\u043e\u0442\u0430\u0435\u043c \u0441 react-testing-library \u0438 \u043d\u0430\u0443\u0447\u0438\u043c\u0441\u044f \u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043a\u043e\u043c\u043f\u043e\u043d\u0435\u043d\u0442\u044b \u0438 \u043a\u0430\u0441\u0442\u043e\u043c\u043d\u044b\u0435 hooks. <\/p>\n\n\n\n<p>\u0418\u043d\u0442\u0435\u043d\u0441\u0438\u0432 \u0431\u0443\u0434\u0435\u0442 \u043f\u043e\u043b\u0435\u0437\u0435\u043d: <\/p>\n\n\n\n<p>&#8212; frontend JavaScript \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u0430\u043c; <\/p>\n\n\n\n<p>&#8212; \u043d\u0430\u0447\u0438\u043d\u0430\u044e\u0449\u0438\u043c React \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u0430\u043c.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-background has-luminous-vivid-amber-background-color has-luminous-vivid-amber-color is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_%D0%BC%D0%B0%D1%80%D1%82%D0%B0_19_00\"><\/span>1 \u043c\u0430\u0440\u0442\u0430\u00a0\/\/ 19:00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/otus.pw\/ERay\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u0418\u041d\u0422\u0415\u041d\u0421\u0418\u0412 \u00abREACT-HOOKS\u00bb. \u0414\u0415\u041d\u042c 2<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-background has-luminous-vivid-amber-background-color has-luminous-vivid-amber-color is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_%D0%BC%D0%B0%D1%80%D1%82%D0%B0_20_00\"><\/span>2 \u043c\u0430\u0440\u0442\u0430\u00a0\/\/ 20:00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/otus.pw\/brn9\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u041e\u0422\u041a\u0420\u042b\u0422\u042b\u0419 \u0423\u0420\u041e\u041a \u00ab<strong>\u0418\u0433\u0440\u0430\u0435\u043c \u0441 Autolayout. \u0421\u0442\u0440\u043e\u0438\u043c \u0433\u0430\u043b\u0435\u0440\u0435\u044e \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0439<\/strong>\u00bb<\/a><\/strong><\/p>\n\n\n\n<p>\u041d\u0430 \u044d\u0442\u043e\u043c \u043e\u0442\u043a\u0440\u044b\u0442\u043e\u043c \u0437\u0430\u043d\u044f\u0442\u0438\u0438 \u043d\u0430\u0448 \u043f\u0440\u0435\u043f\u043e\u0434\u0430\u0432\u0430\u0442\u0435\u043b\u044c \u043f\u043e\u043a\u0430\u0436\u0435\u0442, \u043a\u0430\u043a \u0431\u044b\u0441\u0442\u0440\u043e \u0438 \u043f\u0440\u043e\u0441\u0442\u043e \u0441\u043e\u0437\u0434\u0430\u0442\u044c UI \u043d\u0435\u0431\u043e\u043b\u044c\u0448\u043e\u0433\u043e \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f, \u043a\u0430\u043a\u0438\u0435 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438 \u0435\u0441\u0442\u044c \u0443 Autolayout \u0438 InterfaceBuilder, \u0438 \u043a\u0430\u043a \u0438\u0445 \u0433\u0440\u0430\u043c\u043e\u0442\u043d\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-background has-luminous-vivid-amber-background-color has-luminous-vivid-amber-color is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_%D0%BC%D0%B0%D1%80%D1%82%D0%B0_20_00-2\"><\/span>2 \u043c\u0430\u0440\u0442\u0430&nbsp;\/\/ 20:00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/otus.pw\/zVRN\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u041e\u0422\u041a\u0420\u042b\u0422\u042b\u0419 \u0423\u0420\u041e\u041a \u00ab<strong>\u041f\u0440\u043e\u0444\u0435\u0441\u0441\u0438\u044f Data Science: \u043f\u0438\u0448\u0435\u043c \u0441\u0432\u043e\u044e \u043f\u0435\u0440\u0432\u0443\u044e \u043d\u0435\u0439\u0440\u043e\u043d\u043d\u0443\u044e \u0441\u0435\u0442\u044c<\/strong>\u00bb<\/a><\/strong><\/p>\n\n\n\n<p>\u041f\u043e\u0433\u043e\u0432\u043e\u0440\u0438\u043c \u043e \u0442\u043e\u043c, \u043a\u0430\u043a\u0438\u0435 \u0432\u043e\u043e\u0431\u0449\u0435 \u0437\u0430\u0434\u0430\u0447\u0438 \u0440\u0435\u0448\u0430\u0435\u0442 Deep Learning, \u0440\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0438\u043c \u043e\u0441\u043d\u043e\u0432\u043d\u044b\u0435 \u044d\u0442\u0430\u043f\u044b \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f \u0438 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f \u0441\u0432\u043e\u0435\u0439 \u043f\u0435\u0440\u0432\u043e\u0439 \u043d\u0435\u0439\u0440\u043e\u043d\u043d\u043e\u0439 \u0441\u0435\u0442\u0438, \u0438 \u043f\u043e\u043f\u0440\u043e\u0431\u0443\u0435\u043c \u0440\u0435\u0448\u0438\u0442\u044c \u0438\u0437\u0432\u0435\u0441\u0442\u043d\u0443\u044e \u0437\u0430\u0434\u0430\u0447\u0443 \u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438 MNIST \u043f\u043e\u043b\u043d\u043e\u0441\u0432\u044f\u0437\u043d\u043e\u0439 \u0438 \u0441\u0432\u0435\u0440\u0442\u043e\u0447\u043d\u043e\u0439 \u043d\u0435\u0439\u0440\u043e\u043d\u043d\u044b\u043c\u0438 \u0441\u0435\u0442\u044f\u043c\u0438 \u043d\u0430 \u043f\u0440\u0438\u043c\u0435\u0440\u0435 \u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a\u0430 PyTorch.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-background has-luminous-vivid-amber-background-color has-luminous-vivid-amber-color is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_%D0%BC%D0%B0%D1%80%D1%82%D0%B0_20_00-3\"><\/span>2 \u043c\u0430\u0440\u0442\u0430&nbsp;\/\/ 20:00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/otus.pw\/uDLqb\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u041e\u0422\u041a\u0420\u042b\u0422\u042b\u0419 \u0423\u0420\u041e\u041a \u00ab<strong><strong>\u041e\u0411\u0423\u0427\u0410\u0415\u041c \u041d\u0410 SPARK, \u041f\u0420\u0418\u041c\u0415\u041d\u042f\u0415\u041c \u041d\u0410 PYTHON \u0412 \u0412\u0415\u0411-\u0421\u0415\u0420\u0412\u0418\u0421\u0410\u0425<\/strong><\/strong>\u00bb<\/a><\/strong><\/p>\n\n\n\n<p>\u041f\u0440\u0438 \u0440\u0430\u0431\u043e\u0442\u0435 \u0431\u043e\u043b\u044c\u0448\u0438\u043c\u0438 \u0434\u0430\u043d\u043d\u044b\u043c\u0438 \u0447\u0430\u0441\u0442\u043e \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435 \u043c\u043e\u0434\u0435\u043b\u0435\u0439 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e \u0442\u043e\u043b\u044c\u043a\u043e \u0441 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435\u043c Spark. \u041d\u043e \u043a\u0430\u043a \u043f\u043e\u0442\u043e\u043c \u044d\u0442\u0443 \u043c\u043e\u0434\u0435\u043b\u044c \u043e\u0431\u0435\u0440\u043d\u0443\u0442\u044c \u0432 REST \u0438\u043d\u0442\u0435\u0440\u0444\u0435\u0439\u0441 \u0438 \u0437\u0430\u043f\u0443\u0441\u0442\u0438\u0442\u044c \u0432 \u0444\u043e\u0440\u043c\u0435 \u0432\u0435\u0431-\u0441\u0435\u0440\u0432\u0438\u0441\u0430? \u041d\u0430 \u0432\u0435\u0431\u0438\u043d\u0430\u0440\u0435 \u043c\u044b \u0440\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0438\u043c \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u043f\u043e\u0434\u0445\u043e\u0434\u043e\u0432 \u043a \u0440\u0435\u0448\u0435\u043d\u0438\u044e \u0442\u0430\u043a\u043e\u0439 \u0437\u0430\u0434\u0430\u0447\u0438, \u043d\u0430\u0447\u0438\u043d\u0430\u044f \u043e\u0442 \u0441\u0430\u043c\u044b\u0445 \u043f\u0440\u043e\u0441\u0442\u044b\u0445 (\u0443\u0447\u0438\u043c \u043b\u043e\u0433\u0438\u0441\u0442\u0438\u0447\u0435\u0441\u043a\u0443\u044e \u0440\u0435\u0433\u0440\u0435\u0441\u0441\u0438\u044e \u0438 \u043f\u0440\u043e\u0441\u0442\u043e \u043a\u043e\u043f\u0438\u0440\u0443\u0435\u043c \u043a\u043e\u044d\u0444\u0444\u0438\u0446\u0438\u0435\u043d\u0442\u044b) \u0434\u043e \u0431\u043e\u043b\u0435\u0435 \u0441\u043b\u043e\u0436\u043d\u044b\u0445 \u0432\u0430\u0440\u0438\u0430\u043d\u0442\u043e\u0432 (MLFlow serve, ONNX export).<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-background has-luminous-vivid-amber-background-color has-luminous-vivid-amber-color is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_%D0%BC%D0%B0%D1%80%D1%82%D0%B0_20_00\"><\/span>3 \u043c\u0430\u0440\u0442\u0430\u00a0\/\/ 20:00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/otus.pw\/n0PL\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u041e\u0422\u041a\u0420\u042b\u0422\u042b\u0419 \u0423\u0420\u041e\u041a \u00ab<strong><strong><strong>\u0418\u0417 \u041a\u0410\u041a\u0418\u0425 \u0427\u0410\u0421\u0422\u0415\u0419 \u0421\u041e\u0421\u0422\u041e\u0418\u0422 KUBERNETES<\/strong><\/strong><\/strong>\u00bb<\/a><\/strong><\/p>\n\n\n\n<p>\u041d\u0430 \u0432\u0435\u0431\u0438\u043d\u0430\u0440\u0435 \u043c\u044b \u0443\u0437\u043d\u0430\u0435\u043c \u0438\u0437 \u043a\u0430\u043a\u0438\u0445 \u043e\u0441\u043d\u043e\u0432\u043d\u044b\u0445 \u0438 \u0432\u0441\u043f\u043e\u043c\u043e\u0433\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u0445 \u043a\u043e\u043c\u043f\u043e\u043d\u0435\u043d\u0442\u043e\u0432 \u0441\u043e\u0441\u0442\u043e\u0438\u0442 kubernetes \u043a\u043b\u0430\u0441\u0442\u0435\u0440, \u0440\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0438\u043c \u0437\u0430 \u0447\u0442\u043e \u043e\u0442\u0432\u0435\u0447\u0430\u0435\u0442 \u043a\u0430\u0436\u0434\u044b\u0439 \u0438\u0437 \u043d\u0438\u0445 \u0438 \u043a\u0430\u043a \u043e\u043d\u0438 \u0432\u0437\u0430\u0438\u043c\u043e\u0434\u0435\u0439\u0441\u0442\u0432\u0443\u044e\u0442 \u043c\u0435\u0436\u0434\u0443 \u0441\u043e\u0431\u043e\u0439.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-background has-luminous-vivid-amber-background-color has-luminous-vivid-amber-color is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_%D0%BC%D0%B0%D1%80%D1%82%D0%B0_20_00-2\"><\/span>3 \u043c\u0430\u0440\u0442\u0430&nbsp;\/\/ 20:00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/otus.pw\/ECvj\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u041e\u0422\u041a\u0420\u042b\u0422\u042b\u0419 \u0423\u0420\u041e\u041a \u00ab<strong><strong><strong>\u0412\u0412\u0415\u0414\u0415\u041d\u0418\u0415 \u0412 \u041e\u0420\u041a\u0415\u0421\u0422\u0420\u0410\u0426\u0418\u042e<\/strong><\/strong><\/strong>\u00bb<\/a><\/strong><\/p>\n\n\n\n<p>\u0414\u0430\u043d\u043d\u0430\u044f \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u044f &#8212; \u043d\u0435\u043e\u0442\u044a\u0435\u043c\u043b\u0435\u043c\u044b\u0439 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442 \u0432 \u0430\u0440\u0441\u0435\u043d\u0430\u043b\u0435 \u0441\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u043e\u0433\u043e Data Engineer \u0438 \u0430\u0434\u043c\u0438\u043d\u0438\u0441\u0442\u0440\u0430\u0442\u043e\u0440\u0430 \u0432\u044b\u0447\u0438\u0441\u043b\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0433\u043e \u043a\u043b\u0430\u0441\u0442\u0435\u0440\u0430. \u041d\u0430 \u041e\u0442\u043a\u0440\u044b\u0442\u043e\u043c \u0423\u0440\u043e\u043a\u0435 \u043c\u044b \u043f\u043e\u0434\u0440\u043e\u0431\u043d\u043e \u0440\u0430\u0437\u0431\u0435\u0440\u0435\u043c, \u0447\u0442\u043e \u0436\u0435 \u0442\u0430\u043a\u043e\u0435 \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u044b \u041e\u0440\u043a\u0435\u0441\u0442\u0440\u0430\u0446\u0438\u0438, \u043a\u0430\u043a\u0438\u0435 \u0440\u0435\u0448\u0435\u043d\u0438\u044f \u0435\u0441\u0442\u044c \u0441\u0435\u0433\u043e\u0434\u043d\u044f \u043d\u0430 \u0440\u044b\u043d\u043a\u0435 \u0438 \u0434\u0430\u0436\u0435 \u0443\u0433\u043b\u0443\u0431\u0438\u043c\u0441\u044f \u0432 \u043f\u0440\u0430\u043a\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u043f\u0440\u0438\u043c\u0435\u0440 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044f \u043e\u0434\u043d\u043e\u0439 \u0438\u0437 \u0441\u0430\u043c\u044b\u0445 \u0440\u0430\u0441\u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u0435\u043d\u043d\u044b\u0445 \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c \u043d\u0430 \u0441\u0435\u0433\u043e\u0434\u043d\u044f: Apache Airflow. \u041f\u0440\u0438\u0445\u043e\u0434\u0438\u0442\u0435, \u0431\u0443\u0434\u0435\u0442 \u0438\u043d\u0442\u0435\u0440\u0435\u0441\u043d\u043e!<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-background has-luminous-vivid-amber-background-color has-luminous-vivid-amber-color is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_%D0%BC%D0%B0%D1%80%D1%82%D0%B0_20_00-3\"><\/span>3 \u043c\u0430\u0440\u0442\u0430&nbsp;\/\/ 20:00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/otus.pw\/8oxmt\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u041e\u0422\u041a\u0420\u042b\u0422\u042b\u0419 \u0423\u0420\u041e\u041a \u00ab<strong><strong><strong>\u0422\u0415\u0421\u0422\u0418\u0420\u041e\u0412\u0410\u041d\u0418\u0415 \u0413\u0420\u0410\u0424\u0418\u041a\u0418 \u0412 \u0418\u0413\u0420\u0410\u0425<\/strong><\/strong><\/strong>\u00bb<\/a><\/strong><\/p>\n\n\n\n<p>\u0420\u0430\u0441\u0441\u043a\u0430\u0436\u0435\u043c, \u043a\u0430\u043a \u0438 \u043a\u043e\u0433\u0434\u0430 \u0440\u0430\u0437\u0432\u0438\u0432\u0430\u043b\u0430\u0441\u044c \u0433\u0440\u0430\u0444\u0438\u043a\u0430, \u043f\u0440\u043e \u043e\u0441\u043d\u043e\u0432\u043d\u044b\u0435 \u0441\u043e\u0441\u0442\u0430\u0432\u043b\u044f\u044e\u0449\u0438\u0435 \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f \u0433\u0440\u0430\u0444\u0438\u043a\u0438, \u0447\u0442\u043e \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e \u0443\u0447\u0438\u0442\u044b\u0432\u0430\u0442\u044c \u043f\u0440\u0438 \u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0438 \u0438\u0437\u043e\u043c\u0435\u0442\u0440\u0438\u0438, \u043f\u0440\u043e 3-D \u0438 2-D \u0433\u0440\u0430\u0444\u0438\u043a\u0443.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-background has-luminous-vivid-amber-background-color has-luminous-vivid-amber-color is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_%D0%BC%D0%B0%D1%80%D1%82%D0%B0_20_00-4\"><\/span>3 \u043c\u0430\u0440\u0442\u0430&nbsp;\/\/ 20:00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/otus.pw\/lB5y\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u041e\u0422\u041a\u0420\u042b\u0422\u042b\u0419 \u0423\u0420\u041e\u041a \u00ab<strong><strong><strong><strong>\u0423\u041c\u041d\u042b\u0415 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