{"id":2359,"date":"2021-11-21T09:43:43","date_gmt":"2021-11-21T09:43:43","guid":{"rendered":"https:\/\/otus.ru\/journal\/?p=2359"},"modified":"2021-11-21T09:43:45","modified_gmt":"2021-11-21T09:43:45","slug":"meropriyatiya-v-otus-12","status":"publish","type":"post","link":"https:\/\/otus.ru\/journal\/meropriyatiya-v-otus-12\/","title":{"rendered":"\u041c\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 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class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/otus.ru\/journal\/meropriyatiya-v-otus-12\/#22_%D0%BD%D0%BE%D1%8F%D0%B1%D1%80%D1%8F_20_00-4\" title=\"22 \u043d\u043e\u044f\u0431\u0440\u044f\u00a0\/\/ 20:00\">22 \u043d\u043e\u044f\u0431\u0440\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-5\" href=\"https:\/\/otus.ru\/journal\/meropriyatiya-v-otus-12\/#22_%D0%BD%D0%BE%D1%8F%D0%B1%D1%80%D1%8F_20_00-5\" title=\"22 \u043d\u043e\u044f\u0431\u0440\u044f\u00a0\/\/ 20:00\">22 \u043d\u043e\u044f\u0431\u0440\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-6\" href=\"https:\/\/otus.ru\/journal\/meropriyatiya-v-otus-12\/#23_%D0%BD%D0%BE%D1%8F%D0%B1%D1%80%D1%8F_15_00\" title=\"23 \u043d\u043e\u044f\u0431\u0440\u044f\u00a0\/\/ 15:00\">23 \u043d\u043e\u044f\u0431\u0440\u044f\u00a0\/\/ 15:00<\/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\/meropriyatiya-v-otus-12\/#23_%D0%BD%D0%BE%D1%8F%D0%B1%D1%80%D1%8F_20_00\" title=\"23 \u043d\u043e\u044f\u0431\u0440\u044f\u00a0\/\/ 20:00\">23 \u043d\u043e\u044f\u0431\u0440\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-8\" href=\"https:\/\/otus.ru\/journal\/meropriyatiya-v-otus-12\/#23_%D0%BD%D0%BE%D1%8F%D0%B1%D1%80%D1%8F_20_00-2\" title=\"23 \u043d\u043e\u044f\u0431\u0440\u044f\u00a0\/\/ 20:00\">23 \u043d\u043e\u044f\u0431\u0440\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-9\" href=\"https:\/\/otus.ru\/journal\/meropriyatiya-v-otus-12\/#23_%D0%BD%D0%BE%D1%8F%D0%B1%D1%80%D1%8F_20_00-3\" title=\"23 \u043d\u043e\u044f\u0431\u0440\u044f\u00a0\/\/ 20:00\">23 \u043d\u043e\u044f\u0431\u0440\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-10\" href=\"https:\/\/otus.ru\/journal\/meropriyatiya-v-otus-12\/#23_%D0%BD%D0%BE%D1%8F%D0%B1%D1%80%D1%8F_20_00-4\" title=\"23 \u043d\u043e\u044f\u0431\u0440\u044f\u00a0\/\/ 20:00\">23 \u043d\u043e\u044f\u0431\u0440\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-11\" href=\"https:\/\/otus.ru\/journal\/meropriyatiya-v-otus-12\/#23_%D0%BD%D0%BE%D1%8F%D0%B1%D1%80%D1%8F_20_00-5\" title=\"23 \u043d\u043e\u044f\u0431\u0440\u044f\u00a0\/\/ 20:00\">23 \u043d\u043e\u044f\u0431\u0440\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-12\" href=\"https:\/\/otus.ru\/journal\/meropriyatiya-v-otus-12\/#24_%D0%BD%D0%BE%D1%8F%D0%B1%D1%80%D1%8F_20_00\" title=\"24 \u043d\u043e\u044f\u0431\u0440\u044f\u00a0\/\/ 20:00\">24 \u043d\u043e\u044f\u0431\u0440\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-13\" href=\"https:\/\/otus.ru\/journal\/meropriyatiya-v-otus-12\/#24_%D0%BD%D0%BE%D1%8F%D0%B1%D1%80%D1%8F_20_00-2\" title=\"24 \u043d\u043e\u044f\u0431\u0440\u044f\u00a0\/\/ 20:00\">24 \u043d\u043e\u044f\u0431\u0440\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-14\" href=\"https:\/\/otus.ru\/journal\/meropriyatiya-v-otus-12\/#24_%D0%BD%D0%BE%D1%8F%D0%B1%D1%80%D1%8F_20_00-3\" title=\"24 \u043d\u043e\u044f\u0431\u0440\u044f\u00a0\/\/ 20:00\">24 \u043d\u043e\u044f\u0431\u0440\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-15\" href=\"https:\/\/otus.ru\/journal\/meropriyatiya-v-otus-12\/#24_%D0%BD%D0%BE%D1%8F%D0%B1%D1%80%D1%8F_20_00-4\" title=\"24 \u043d\u043e\u044f\u0431\u0440\u044f\u00a0\/\/ 20:00\">24 \u043d\u043e\u044f\u0431\u0440\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-16\" href=\"https:\/\/otus.ru\/journal\/meropriyatiya-v-otus-12\/#25_%D0%BD%D0%BE%D1%8F%D0%B1%D1%80%D1%8F_18_50\" title=\"25 \u043d\u043e\u044f\u0431\u0440\u044f\u00a0\/\/ 18:50\">25 \u043d\u043e\u044f\u0431\u0440\u044f\u00a0\/\/ 18:50<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/otus.ru\/journal\/meropriyatiya-v-otus-12\/#25_%D0%BD%D0%BE%D1%8F%D0%B1%D1%80%D1%8F_20_00\" title=\"25 \u043d\u043e\u044f\u0431\u0440\u044f\u00a0\/\/ 20:00\">25 \u043d\u043e\u044f\u0431\u0440\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-18\" href=\"https:\/\/otus.ru\/journal\/meropriyatiya-v-otus-12\/#25_%D0%BD%D0%BE%D1%8F%D0%B1%D1%80%D1%8F_20_00-2\" title=\"25 \u043d\u043e\u044f\u0431\u0440\u044f\u00a0\/\/ 20:00\">25 \u043d\u043e\u044f\u0431\u0440\u044f\u00a0\/\/ 20:00<\/a><\/li><\/ul><\/nav><\/div>\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-pale-cyan-blue-background-color has-pale-cyan-blue-color is-style-default\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"22_%D0%BD%D0%BE%D1%8F%D0%B1%D1%80%D1%8F_20_00\"><\/span><strong>22 \u043d\u043e\u044f\u0431\u0440\u044f<\/strong>\u00a0\/\/ 20:00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/otus.pw\/1wlH\/\" target=\"_blank\" rel=\"noreferrer noopener\">DEMO DAY \u041a\u0423\u0420\u0421\u0410 DATA WAREHOUSE ANALYST<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-background has-light-green-cyan-background-color has-light-green-cyan-color is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"22_%D0%BD%D0%BE%D1%8F%D0%B1%D1%80%D1%8F_20_00-2\"><\/span><strong>22 \u043d\u043e\u044f\u0431\u0440\u044f<\/strong>\u00a0\/\/ 20:00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/otus.pw\/joTB\/\" target=\"_blank\" rel=\"noreferrer noopener\">DEMO-\u0423\u0420\u041e\u041a \u00ab<strong>\u041e\u0411\u042a\u0415\u041a\u0422\u041d\u041e-\u041e\u0420\u0418\u0415\u041d\u0422\u0418\u0420\u041e\u0412\u0410\u041d\u041d\u041e\u0415 \u041f\u0420\u041e\u0413\u0420\u0410\u041c\u041c\u0418\u0420\u041e\u0412\u0410\u041d\u0418\u0415<\/strong>\u00bb<\/a><\/strong><\/p>\n\n\n\n<p>\u0420\u0435\u0430\u043b\u0438\u0437\u0443\u0435\u043c \u043f\u0440\u0438\u043d\u0446\u0438\u043f\u044b, \u0441\u043e\u0441\u0442\u0430\u0432\u043b\u044f\u044e\u0449\u0438\u0435 \u041e\u041e\u041f \u0438 \u0431\u0435\u0437 \u041e\u041e\u041f. \u041f\u0440\u043e\u0430\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u0443\u0435\u043c \u043f\u0440\u0438\u043d\u0446\u0438\u043f\u044b \u0432\u043d\u0435 \u0441\u043a\u0440\u044b\u0442\u043e\u0439 \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 \u044f\u0437\u044b\u043a\u043e\u0432, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0449\u0438\u0445 \u043f\u043e\u0434\u0445\u043e\u0434 \u041e\u041e\u041f.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-background has-light-green-cyan-background-color has-light-green-cyan-color is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"22_%D0%BD%D0%BE%D1%8F%D0%B1%D1%80%D1%8F_20_00-3\"><\/span><strong>22 \u043d\u043e\u044f\u0431\u0440\u044f<\/strong>\u00a0\/\/ 20:00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/otus.pw\/DuN5\/\" target=\"_blank\" rel=\"noreferrer noopener\">DEMO DAY \u041a\u0423\u0420\u0421\u0410 SCALA-\u0420\u0410\u0417\u0420\u0410\u0411\u041e\u0422\u0427\u0418\u041a<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-background has-light-green-cyan-background-color has-light-green-cyan-color is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"22_%D0%BD%D0%BE%D1%8F%D0%B1%D1%80%D1%8F_20_00-4\"><\/span><strong>22 \u043d\u043e\u044f\u0431\u0440\u044f<\/strong>\u00a0\/\/ 20:00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/otus.pw\/c7GK\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u0418\u041d\u0422\u0415\u041d\u0421\u0418\u0412 &#171;\u0414\u0415\u041f\u041b\u041e\u0419 ML \u041c\u041e\u0414\u0415\u041b\u0418: \u041e\u0422 \u0413\u0420\u042f\u0417\u041d\u041e\u0413\u041e \u041a\u041e\u0414\u0410 \u0412 \u041d\u041e\u0423\u0422\u0411\u0423\u041a\u0415 \u041a \u0420\u0410\u0411\u041e\u0427\u0415\u041c\u0423 \u0421\u0415\u0420\u0412\u0418\u0421\u0423. \u0414\u0415\u041d\u042c 1.<\/a><\/strong><\/p>\n\n\n\n<p>ML \u043c\u043e\u0434\u0435\u043b\u0438 \u043c\u043e\u0433\u0443\u0442 \u043f\u0440\u0438\u043d\u0435\u0441\u0442\u0438 \u043c\u043d\u043e\u0433\u043e \u043f\u043e\u043b\u044c\u0437\u044b. \u041d\u043e \u0442\u043e\u043b\u044c\u043a\u043e \u0435\u0441\u043b\u0438 \u043d\u0435 \u043e\u0441\u0442\u0430\u043d\u0443\u0442\u0441\u044f \u043d\u0430\u0432\u0441\u0435\u0433\u0434\u0430 \u0432 \u043d\u043e\u0443\u0442\u0431\u0443\u043a\u0430\u0445 \u0434\u0430\u0442\u0430 \u0441\u0430\u0439\u0435\u043d\u0442\u0438\u0441\u0442\u043e\u0432. \u041d\u0430 \u0437\u0430\u043d\u044f\u0442\u0438\u0438 \u043c\u044b \u0440\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0438\u043c, \u043a\u0430\u043a \u0441\u0434\u0435\u043b\u0430\u0442\u044c \u043a\u043e\u0434 \u043c\u043e\u0434\u0435\u043b\u0438 \u0443\u0434\u043e\u0431\u043d\u044b\u043c \u0438 \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0435\u043c\u044b\u043c \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e \u043f\u0430\u0439\u043f\u043b\u0430\u0439\u043d\u043e\u0432, \u043a\u0430\u043a \u0441\u043e\u0445\u0440\u0430\u043d\u044f\u0442\u044c \u043e\u0431\u0443\u0447\u0435\u043d\u043d\u044b\u0435 \u043c\u043e\u0434\u0435\u043b\u0438 \u043d\u0430 \u0434\u0438\u0441\u043a, \u0430 \u0442\u0430\u043a \u0436\u0435 \u043a\u0430\u043a \u0440\u0430\u0437\u0432\u0435\u0440\u043d\u0443\u0442\u044c \u043c\u043e\u0434\u0435\u043b\u044c \u0432 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435 \u043c\u0438\u043a\u0440\u043e\u0441\u0435\u0440\u0432\u0438\u0441\u0430. \u0412\u0441\u0451 \u044d\u0442\u043e \u043f\u043e\u0437\u0432\u043e\u043b\u0438\u0442 \u043d\u0430\u043c \u043f\u0435\u0440\u0435\u0439\u0442\u0438 \u043e\u0442 \u043d\u0430\u0431\u0440\u043e\u0441\u043a\u043e\u0432 \u0432 \u043d\u043e\u0443\u0442\u0431\u0443\u043a\u0435 \u043a \u043f\u0440\u0438\u043d\u043e\u0441\u044f\u0449\u0435\u043c\u0443 \u043f\u043e\u043b\u044c\u0437\u0443 \u0441\u0435\u0440\u0432\u0438\u0441\u0443.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-background has-light-green-cyan-background-color has-light-green-cyan-color is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"22_%D0%BD%D0%BE%D1%8F%D0%B1%D1%80%D1%8F_20_00-5\"><\/span><strong>22 \u043d\u043e\u044f\u0431\u0440\u044f<\/strong>\u00a0\/\/ 20:00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/otus.pw\/cusY\/\" target=\"_blank\" rel=\"noreferrer noopener\">DEMO DAY \u041e\u041d\u041b\u0410\u0419\u041d-\u041a\u0423\u0420\u0421\u0410 IOS DEVELOPER. PROFESSIONAL<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-background has-light-green-cyan-background-color has-light-green-cyan-color is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"23_%D0%BD%D0%BE%D1%8F%D0%B1%D1%80%D1%8F_15_00\"><\/span><strong>23 \u043d\u043e\u044f\u0431\u0440\u044f<\/strong>\u00a0\/\/ 15:00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/otus.pw\/QgHQ\/\" target=\"_blank\" rel=\"noreferrer noopener\">DEMO-\u0423\u0420\u041e\u041a &#171;\u0417\u041d\u0410\u041a\u041e\u041c\u0421\u0422\u0412\u041e \u0421 GROOVY &#8212; \u041a\u0410\u041a \u0421\u0414\u0415\u041b\u0410\u0422\u042c \u0420\u0410\u0417\u0420\u0410\u0411\u041e\u0422\u041a\u0423 \u0411\u042b\u0421\u0422\u0420\u0415\u0415 \u0418 \u0423\u0414\u041e\u0411\u041d\u0415\u0415&#187;<\/a><\/strong><\/p>\n\n\n\n<p>\u041d\u0430 \u0437\u0430\u043d\u044f\u0442\u0438\u0438 \u043c\u044b \u043f\u043e\u0437\u043d\u0430\u043a\u043e\u043c\u0438\u043c\u0441\u044f \u0441 Groovy. \u0420\u0430\u0437\u0431\u0435\u0440\u0435\u043c, \u043a\u0430\u043a \u043d\u0430\u0441\u0442\u0440\u043e\u0438\u0442\u044c \u043e\u043a\u0440\u0443\u0436\u0435\u043d\u0438\u0435, \u043f\u043e\u0437\u043d\u0430\u043a\u043e\u043c\u0438\u043c\u0441\u044f \u0441 \u0441\u0442\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u043c\u0438 \u0438 \u0434\u0438\u043d\u0430\u043c\u0438\u0447\u0435\u0441\u043a\u0438\u043c\u0438 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u044f\u043c\u0438, \u0438 \u0435\u0433\u043e \u044d\u043a\u043e\u0441\u0438\u0441\u0442\u0435\u043c\u043e\u0439.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-background has-light-green-cyan-background-color has-light-green-cyan-color is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"23_%D0%BD%D0%BE%D1%8F%D0%B1%D1%80%D1%8F_20_00\"><\/span><strong>23 \u043d\u043e\u044f\u0431\u0440\u044f<\/strong>\u00a0\/\/ 20:00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/otus.pw\/RfWI\/\" target=\"_blank\" rel=\"noreferrer noopener\">DEMO-\u0423\u0420\u041e\u041a \u00ab<strong><strong>\u0420\u0410\u0411\u041e\u0422\u0410 \u0421 GOOGLE \u0422\u0410\u0411\u041b\u0418\u0426\u0410\u041c\u0418 \u0427\u0415\u0420\u0415\u0417 PYTHON \u041f\u0420\u0418 \u041f\u041e\u041c\u041e\u0429\u0418 GSPREAD<\/strong><\/strong>\u00bb<\/a><\/strong><\/p>\n\n\n\n<p>\u041d\u0430 \u044d\u0442\u043e\u043c \u0437\u0430\u043d\u044f\u0442\u0438\u0438 \u043c\u044b \u043f\u043e\u0437\u043d\u0430\u043a\u043e\u043c\u0438\u043c\u0441\u044f \u0441 \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u043e\u0439 gspread, \u043d\u0430\u0443\u0447\u0438\u043c\u0441\u044f \u0441\u043e\u0437\u0434\u0430\u0432\u0430\u0442\u044c \u0438 \u0440\u0435\u0434\u0430\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u0442\u044c Google \u0422\u0430\u0431\u043b\u0438\u0446\u044b \u0447\u0435\u0440\u0435\u0437 Python. \u0420\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0438\u043c \u0440\u0430\u0431\u043e\u0442\u0443 \u0441 \u043e\u0442\u0434\u0435\u043b\u044c\u043d\u044b\u043c\u0438 \u044f\u0447\u0435\u0439\u043a\u0430\u043c\u0438, \u0434\u043e\u0431\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u0438 \u0440\u0435\u0434\u0430\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u043c\u0430\u0441\u0441\u0438\u0432\u043e\u0432 \u0434\u0430\u043d\u043d\u044b\u0445, \u0430 \u0442\u0430\u043a\u0436\u0435 \u0447\u0430\u0441\u0442\u0438\u0447\u043d\u043e\u0435 \u043e\u0431\u043d\u043e\u0432\u043b\u0435\u043d\u0438\u0435 \u0437\u0430\u043f\u0438\u0441\u0435\u0439.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-background has-light-green-cyan-background-color has-light-green-cyan-color is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"23_%D0%BD%D0%BE%D1%8F%D0%B1%D1%80%D1%8F_20_00-2\"><\/span><strong>23 \u043d\u043e\u044f\u0431\u0440\u044f<\/strong>\u00a0\/\/ 20:00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/otus.pw\/ze4X\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u0418\u041d\u0422\u0415\u041d\u0421\u0418\u0412 &#171;\u0410\u0412\u0422\u041e\u041c\u0410\u0422\u0418\u0417\u0410\u0426\u0418\u042f \u041d\u0410\u041f\u041e\u041b\u041d\u0415\u041d\u0418\u042f \u0410\u041d\u0410\u041b\u0418\u0422\u0418\u0427\u0415\u0421\u041a\u041e\u0413\u041e DWH \u0414\u0410\u041d\u041d\u042b\u041c\u0418 \u0418\u0417 \u041e\u0422\u041a\u0420\u042b\u0422\u042b\u0425 \u0418\u0421\u0422\u041e\u0427\u041d\u0418\u041a\u041e\u0412&#187;. \u0414\u0415\u041d\u042c 1<\/a><\/strong><\/p>\n\n\n\n<p>OLAP-\u0445\u0440\u0430\u043d\u0438\u043b\u0438\u0449\u0430 &#8212; \u044d\u0442\u043e \u043e\u0442\u0440\u0430\u0441\u043b\u0435\u0432\u043e\u0439 \u0441\u0442\u0430\u043d\u0434\u0430\u0440\u0442 \u0434\u043b\u044f \u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u0438 DWH \u0438 \u043d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0438 \u0440\u0435\u0433\u0443\u043b\u044f\u0440\u043d\u043e\u0433\u043e \u043f\u043e\u043b\u0443\u0447\u0435\u043d\u0438\u044f \u0430\u043d\u0430\u043b\u0438\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0438\u043d\u0441\u0430\u0439\u0442\u043e\u0432 \u0447\u0435\u0440\u0435\u0437 Data Science-\u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u044b \u0438\u043b\u0438 \u0431\u043e\u043b\u0435\u0435 \u0442\u0440\u0430\u0434\u0438\u0446\u0438\u043e\u043d\u043d\u044b\u0435 \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u044b \u043e\u0442\u0447\u0435\u0442\u043d\u043e\u0441\u0442\u0438. \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 \u0442\u0430\u043a\u043e\u0435 OLAP-\u0445\u0440\u0430\u043d\u0438\u043b\u0438\u0449\u0430 \u0438 self-service BI \u0438 \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 \u0445\u043e\u0440\u043e\u0448\u043e \u0437\u0430\u0440\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u043e\u0432\u0430\u0432\u0448\u0438\u0445 \u0441\u0435\u0431\u044f \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0439 ClickHouse.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-background has-light-green-cyan-background-color has-light-green-cyan-color is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"23_%D0%BD%D0%BE%D1%8F%D0%B1%D1%80%D1%8F_20_00-3\"><\/span><strong>23 \u043d\u043e\u044f\u0431\u0440\u044f<\/strong>\u00a0\/\/ 20:00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/otus.pw\/50OS\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u0418\u041d\u0422\u0415\u041d\u0421\u0418\u0412 &#171;\u0414\u0415\u041f\u041b\u041e\u0419 ML \u041c\u041e\u0414\u0415\u041b\u0418: \u041e\u0422 \u0413\u0420\u042f\u0417\u041d\u041e\u0413\u041e \u041a\u041e\u0414\u0410 \u0412 \u041d\u041e\u0423\u0422\u0411\u0423\u041a\u0415 \u041a \u0420\u0410\u0411\u041e\u0427\u0415\u041c\u0423 \u0421\u0415\u0420\u0412\u0418\u0421\u0423. \u0414\u0415\u041d\u042c 2.<\/a><\/strong><\/p>\n\n\n\n<p>\u041d\u0430 \u044d\u0442\u043e\u043c \u043f\u0440\u0430\u043a\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u043c \u0437\u0430\u043d\u044f\u0442\u0438\u0438 \u0432\u0430\u043c \u043d\u0443\u0436\u043d\u043e \u0431\u0443\u0434\u0435\u0442 \u043f\u0440\u0435\u0432\u0440\u0430\u0442\u0438\u0442\u044c \u0447\u0443\u0436\u043e\u0439 \u043a\u043e\u0434 \u043c\u043e\u0434\u0435\u043b\u0438 \u0432 \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0449\u0438\u0439 \u043c\u0438\u043a\u0440\u043e\u0441\u0435\u0440\u0432\u0438\u0441. \u0414\u043b\u044f \u044d\u0442\u043e\u0433\u043e \u0432\u044b \u043f\u0440\u0438\u043c\u0435\u043d\u0438\u0442\u0435 \u043f\u043e\u043b\u0443\u0447\u0435\u043d\u043d\u044b\u0435 \u0432 \u043f\u0435\u0440\u0432\u043e\u043c \u0437\u0430\u043d\u044f\u0442\u0438\u0438 (\u0441\u0441\u044b\u043b\u043a\u0430) \u0437\u043d\u0430\u043d\u0438\u044f: \u043e \u043f\u0430\u0439\u043f\u043b\u0430\u0439\u043d\u0430\u0445.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-background has-light-green-cyan-background-color has-light-green-cyan-color is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"23_%D0%BD%D0%BE%D1%8F%D0%B1%D1%80%D1%8F_20_00-4\"><\/span><strong>23 \u043d\u043e\u044f\u0431\u0440\u044f<\/strong>\u00a0\/\/ 20:00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/otus.pw\/D9wO\/\" target=\"_blank\" rel=\"noreferrer noopener\">DEMO-\u0423\u0420\u041e\u041a \u00ab<strong><strong>\u0422\u0415\u0421\u0422\u0418\u0420\u041e\u0412\u0410\u041d\u0418\u0415 \u041a\u041e\u041d\u0424\u0418\u0413\u0423\u0420\u0410\u0426\u0418\u0418 \u0421 \u041f\u041e\u041c\u041e\u0429\u042c\u042e VAGRANT \u0418 ANSIBLE<\/strong><\/strong>\u00bb<\/a><\/strong><\/p>\n\n\n\n<p>\u041f\u0435\u0440\u0438\u043e\u0434\u0438\u0447\u0435\u0441\u043a\u0438 \u043c\u044b \u0441\u0442\u0430\u043b\u043a\u0438\u0432\u0430\u0435\u043c\u0441\u044f \u0441 \u0442\u0435\u043c, \u0447\u0442\u043e \u0437\u0430\u043d\u043e\u0441\u0438\u043c \u0432 \u0438\u043d\u0444\u0440\u0430\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u043d\u044b\u0439 \u043a\u043e\u0434 \u043e\u0448\u0438\u0431\u043a\u0438, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043f\u0440\u0438\u0432\u043e\u0434\u044f\u0442 \u043d\u0430\u0448\u0438 \u0441\u0435\u0440\u0432\u0435\u0440\u0430 \u0432 \u043d\u0435\u0440\u0430\u0431\u043e\u0447\u0435\u0435 \u0441\u043e\u0441\u0442\u043e\u044f\u043d\u0438\u0435. \u0418 \u043d\u0435\u0441\u043c\u043e\u0442\u0440\u044f \u043d\u0430 \u0442\u043e, \u0447\u0442\u043e \u043e\u0448\u0438\u0431\u043a\u0438 \u0432 \u0438\u043d\u0444\u0440\u0430\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0435 \u0441\u0442\u043e\u044f\u0442 \u0434\u043e\u0440\u043e\u0433\u043e, \u043c\u0430\u043b\u043e \u043a\u0442\u043e \u0437\u0430\u043d\u0438\u043c\u0430\u0435\u0442\u0441\u044f \u0435\u0451 \u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435\u043c. \u0427\u0430\u0449\u0435 \u043e\u0442\u043b\u0430\u0432\u043b\u0438\u0432\u0430\u0435\u043c \u043e\u0448\u0438\u0431\u043a\u0438 \u043d\u0430 \u0443\u0436\u0435 \u0441\u043b\u043e\u043c\u0430\u043d\u043d\u043e\u043c \u0434\u0435\u0432\u0435\u043b\u043e\u043f\u0435\u0440\u0441\u043a\u043e\u043c \u043e\u043a\u0440\u0443\u0436\u0435\u043d\u0438\u0438. \u0412\u0435\u0434\u044c \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u0438 \u043c\u043e\u0433\u0443\u0442 \u043d\u0435\u043c\u043d\u043e\u0433\u043e \u043f\u043e\u0434\u043e\u0436\u0434\u0430\u0442\u044c&#8230; \u043d\u0435 \u0442\u0430\u043a \u043b\u0438? \u041f\u043e\u043f\u0440\u043e\u0431\u0443\u0435\u043c \u043e\u0431\u0441\u0443\u0434\u0438\u0442\u044c \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u044b\u0435 \u0432\u0430\u0440\u0438\u0430\u043d\u0442\u044b \u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0438\u043d\u0444\u0440\u0430\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b, \u0447\u0442\u043e\u0431 \u043d\u0435 \u0440\u0430\u0437\u043b\u043e\u043c\u0430\u0442\u044c \u043d\u0430\u0448 \u043f\u0430\u0439\u043f\u043b\u0430\u0439\u043d.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-background has-light-green-cyan-background-color has-light-green-cyan-color is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"23_%D0%BD%D0%BE%D1%8F%D0%B1%D1%80%D1%8F_20_00-5\"><\/span><strong>23 \u043d\u043e\u044f\u0431\u0440\u044f<\/strong>\u00a0\/\/ 20:00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/otus.pw\/78rD\/\" target=\"_blank\" rel=\"noreferrer noopener\">DEMO-\u0423\u0420\u041e\u041a &#171;\u041c\u0410\u0422\u0420\u0418\u0427\u041d\u042b\u0415 \u0420\u0410\u0417\u041b\u041e\u0416\u0415\u041d\u0418\u042f&#187;<\/a><\/strong><\/p>\n\n\n\n<p>\u0412 \u043b\u0438\u043d\u0435\u0439\u043d\u043e\u0439 \u0430\u043b\u0433\u0435\u0431\u0440\u0435 \u0448\u0438\u0440\u043e\u043a\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442\u0441\u044f \u0438\u0434\u0435\u044f \u043c\u0430\u0442\u0440\u0438\u0447\u043d\u044b\u0445 \u0440\u0430\u0437\u043b\u043e\u0436\u0435\u043d\u0438\u0439. \u0412 DS \u043e\u043d\u0438 \u0441\u043b\u0443\u0436\u0430\u0442 \u0434\u043b\u044f \u043e\u0442\u0431\u043e\u0440\u0430 \u043d\u0430\u0438\u0431\u043e\u043b\u0435\u0435 \u0432\u0430\u0436\u043d\u043e\u0439 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438 \u0432 \u0445\u0440\u0430\u043d\u0438\u043c\u044b\u0445 \u0434\u0430\u043d\u043d\u044b\u0445, \u0434\u043b\u044f \u0444\u0438\u043b\u044c\u0442\u0440\u0430\u0446\u0438\u0438 \u043e\u0442 \u0448\u0443\u043c\u043e\u0432, \u0432 \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u0435 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f \u043c\u043e\u0434\u0435\u043b\u0435\u0439 \u0438 .\u0434. \u041d\u0430 \u0437\u0430\u043d\u044f\u0442\u0438\u0438 \u043c\u044b \u0440\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0438\u043c \u0441\u0430\u043c\u044b\u0435 \u0438\u0437\u0432\u0435\u0441\u0442\u043d\u044b\u0435 \u043f\u0440\u0438\u043c\u0435\u0440\u044b \u0440\u0430\u0437\u043b\u043e\u0436\u0435\u043d\u0438\u0439, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u043c\u044b\u0435 \u0432 DS: \u043e\u0442\u043a\u0443\u0434\u0430 \u043e\u043d\u0438 \u0431\u0435\u0440\u0443\u0442\u0441\u044f \u0438 \u043a\u0430\u043a \u043f\u0440\u0438\u043c\u0435\u043d\u044f\u044e\u0442\u0441\u044f \u043d\u0430 \u043f\u0440\u0430\u043a\u0442\u0438\u043a\u0435.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-background has-light-green-cyan-background-color has-light-green-cyan-color is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"24_%D0%BD%D0%BE%D1%8F%D0%B1%D1%80%D1%8F_20_00\"><\/span><strong>24 \u043d\u043e\u044f\u0431\u0440\u044f<\/strong>\u00a0\/\/ 20:00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/otus.pw\/XHSN\/\" target=\"_blank\" rel=\"noreferrer noopener\">DEMO-\u0423\u0420\u041e\u041a \u00ab<strong>\u0427\u0415\u041a-\u041b\u0418\u0421\u0422\u042b \u041e\u0422 \u0410 \u0414\u041e \u042f<\/strong>\u00bb<\/a><\/strong><\/p>\n\n\n\n<p>\u041d\u0430 \u0437\u0430\u043d\u044f\u0442\u0438\u0438 \u0440\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0438\u043c, \u043e\u0441\u043e\u0431\u0435\u043d\u043d\u043e\u0441\u0442\u0438 \u0447\u0435\u043a-\u043b\u0438\u0441\u0442\u043e\u0432. \u0420\u0430\u0437\u0431\u0435\u0440\u0435\u043c\u0441\u044f \u043a\u0430\u043a \u043e\u043d\u0438 \u043f\u043e\u043c\u043e\u0433\u0430\u044e\u0442 \u0432 \u043e\u0431\u044b\u0447\u043d\u043e\u0439 \u0436\u0438\u0437\u043d\u0438 \u0438 \u0432 \u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0438.<br>\u041a\u0430\u043a\u043e\u0439 \u043a\u043b\u0451\u0432\u044b\u0439 \u0441\u043e\u0444\u0442 \u043c\u043e\u0436\u043d\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0434\u043b\u044f \u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-background has-light-green-cyan-background-color has-light-green-cyan-color is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"24_%D0%BD%D0%BE%D1%8F%D0%B1%D1%80%D1%8F_20_00-2\"><\/span><strong>24 \u043d\u043e\u044f\u0431\u0440\u044f<\/strong>\u00a0\/\/ 20:00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/otus.pw\/XVvFt\/\" target=\"_blank\" rel=\"noreferrer noopener\">DEMO DAY \u041a\u0423\u0420\u0421\u0410 &#171;PYTHON \u0414\u041b\u042f \u0410\u041d\u0410\u041b\u0418\u0422\u0418\u041a\u0418&#187;<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-background has-light-green-cyan-background-color has-light-green-cyan-color is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"24_%D0%BD%D0%BE%D1%8F%D0%B1%D1%80%D1%8F_20_00-3\"><\/span><strong>24 \u043d\u043e\u044f\u0431\u0440\u044f<\/strong>\u00a0\/\/ 20:00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/otus.pw\/imjZ\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u0418\u041d\u0422\u0415\u041d\u0421\u0418\u0412 &#171;\u0410\u0412\u0422\u041e\u041c\u0410\u0422\u0418\u0417\u0410\u0426\u0418\u042f \u041d\u0410\u041f\u041e\u041b\u041d\u0415\u041d\u0418\u042f \u0410\u041d\u0410\u041b\u0418\u0422\u0418\u0427\u0415\u0421\u041a\u041e\u0413\u041e DWH \u0414\u0410\u041d\u041d\u042b\u041c\u0418 \u0418\u0417 \u041e\u0422\u041a\u0420\u042b\u0422\u042b\u0425 \u0418\u0421\u0422\u041e\u0427\u041d\u0418\u041a\u041e\u0412&#187;. \u0414\u0415\u041d\u042c 2<\/a><\/strong><\/p>\n\n\n\n<p>\u0421\u0438\u0441\u0442\u0435\u043c\u044b \u041e\u0440\u043a\u0435\u0441\u0442\u0440\u0430\u0446\u0438\u0438 &#8212; \u0432\u044b\u0431\u043e\u0440 \u0441\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u0445 Data Engineer-\u043e\u0432 \u0434\u043b\u044f \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u0438 \u0437\u0430\u0431\u043e\u0440\u0430&amp;\u043f\u0435\u0440\u0435\u043a\u0430\u0447\u043a\u0438 \u0434\u0430\u043d\u043d\u044b\u0445 \u0438\u0437 \u043e\u0433\u0440\u043e\u043c\u043d\u043e\u0433\u043e \u043c\u043d\u043e\u0433\u043e\u043e\u0431\u0440\u0430\u0437\u0438\u044f \u0441\u0438\u0441\u0442\u0435\u043c-\u0438\u0441\u0442\u043e\u0447\u043d\u0438\u043a\u043e\u0432. \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.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-background has-light-green-cyan-background-color has-light-green-cyan-color is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"24_%D0%BD%D0%BE%D1%8F%D0%B1%D1%80%D1%8F_20_00-4\"><\/span><strong>24 \u043d\u043e\u044f\u0431\u0440\u044f<\/strong>\u00a0\/\/ 20:00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/otus.pw\/4HcW\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u0418\u041d\u0422\u0415\u041d\u0421\u0418\u0412 \u00ab\u0412\u0412\u0415\u0414\u0415\u041d\u0418\u0415 \u0412 \u0421\u0420\u0415\u0414\u0421\u0422\u0412\u041e \u041d\u0422 GATLING\u00bb \u0414\u0415\u041d\u042c 1<\/a><\/strong><\/p>\n\n\n\n<p>\u041d\u0430 \u043f\u0435\u0440\u0432\u043e\u043c \u0434\u043d\u0435 \u0438\u043d\u0442\u0435\u043d\u0441\u0438\u0432\u0430 \u0443\u0441\u0432\u043e\u0438\u043c \u0431\u0430\u0437\u043e\u0432\u044b\u0435 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u044f: \u0443\u0441\u0442\u0430\u043d\u043e\u0432\u043a\u0430, \u0431\u0430\u0437\u043e\u0432\u044b\u0435 \u043a\u043e\u043c\u043f\u043e\u043d\u0435\u043d\u0442\u044b, \u0432\u044b\u0432\u043e\u0434 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u043e\u0432 \u0432 \u0444\u0430\u0439\u043b, \u0442\u0438\u043f\u044b \u0441\u0446\u0435\u043d\u0430\u0440\u0438\u0435\u0432. \u0420\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0438\u043c Throttling, \u0437\u0430\u043f\u0438\u0441\u044c \u0432 influxdb \u0438 \u0432\u044b\u0432\u043e\u0434 \u0433\u0440\u0430\u0444\u0438\u043a\u043e\u0432 \u0432 Grafana. <\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-background has-light-green-cyan-background-color has-light-green-cyan-color is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"25_%D0%BD%D0%BE%D1%8F%D0%B1%D1%80%D1%8F_18_50\"><\/span><strong>25 \u043d\u043e\u044f\u0431\u0440\u044f<\/strong>\u00a0\/\/ 18:50<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/otus.pw\/IIuq\/\" target=\"_blank\" rel=\"noreferrer noopener\">DEMO-\u0423\u0420\u041e\u041a &#171;\u0418\u041d\u0424\u041e\u0420\u041c\u0410\u0426\u0418\u041e\u041d\u041d\u0410\u042f \u0410\u0420\u0425\u0418\u0422\u0415\u041a\u0422\u0423\u0420\u0410 \u041a\u041e\u041c\u041f\u0410\u041d\u0418\u0418&#187;<\/a><\/strong><\/p>\n\n\n\n<p>\u041d\u0430 \u0437\u0430\u043d\u044f\u0442\u0438\u0438 \u043c\u044b \u0438\u0437\u0443\u0447\u0438\u043c \u0441\u043b\u043e\u0439 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u043e\u043d\u043d\u043e\u0439 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u044b, \u043f\u043e\u0439\u043c\u0435\u043c \u0435\u0451 \u043c\u0435\u0441\u0442\u043e \u0438 \u0432\u0437\u0430\u0438\u043c\u043e\u0441\u0432\u044f\u0437\u0438 \u0432 \u043c\u043e\u0434\u0435\u043b\u0438 BIAT (Business, Information, Application, Technology). \u0412 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435 \u0431\u0430\u0437\u044b \u043f\u043e\u0441\u043c\u043e\u0442\u0440\u0438\u043c \u0432 \u0446\u0435\u043b\u043e\u043c \u043d\u0430 \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u0434\u0430\u043d\u043d\u044b\u043c\u0438 \u0432 \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0438\u0438 \u0441 DMBok \u0438 \u043e\u0431\u0440\u0430\u0442\u0438\u043c \u0432\u043d\u0438\u043c\u0430\u043d\u0438\u0435 \u043d\u0430 \u0432\u0430\u0436\u043d\u043e\u0441\u0442\u044c \u0438 \u044d\u0432\u043e\u043b\u044e\u0446\u0438\u044e \u043f\u0440\u0430\u043a\u0442\u0438\u043a\u0438 Data governance. \u0414\u0430\u043b\u0435\u0435 \u0430\u0432\u0442\u043e\u0440 \u0440\u0430\u0437\u0431\u0435\u0440\u0435\u0442 \u043e\u0441\u043d\u043e\u0432\u044b \u043a\u043e\u043d\u0446\u0435\u043f\u0442\u0443\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u043c\u043e\u0434\u0435\u043b\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0438 \u0440\u0430\u0441\u0441\u043a\u0430\u0436\u0435\u0442 \u043e \u043d\u0435\u043a\u043e\u0442\u043e\u0440\u044b\u0445 \u043f\u043e\u043b\u0435\u0437\u043d\u044b\u0445 \u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a\u0430\u0445. \u041f\u043e\u0441\u043c\u043e\u0442\u0440\u0438\u043c, \u043a\u0430\u043a \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u043e\u043d\u043d\u0430\u044f \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0430 \u043f\u043e\u043c\u043e\u0433\u0430\u0435\u0442 \u0432\u044b\u0434\u0435\u043b\u044f\u0442\u044c \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u044b \u043d\u0430 \u0440\u0430\u0437\u043d\u044b\u0445 \u0443\u0440\u043e\u0432\u043d\u044f\u0445 \u043f\u0440\u043e\u0435\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u043e\u0442 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u043d\u043e\u0433\u043e \u0434\u043e \u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u043e\u043d\u043d\u043e\u0433\u043e.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-background has-light-green-cyan-background-color has-light-green-cyan-color is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"25_%D0%BD%D0%BE%D1%8F%D0%B1%D1%80%D1%8F_20_00\"><\/span><strong>25 \u043d\u043e\u044f\u0431\u0440\u044f<\/strong>\u00a0\/\/ 20:00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/otus.pw\/DwIH\/\" target=\"_blank\" rel=\"noreferrer noopener\">DEMO-\u0423\u0420\u041e\u041a &#171;<strong>\u041f\u0410\u0422\u0422\u0415\u0420\u041d\u042b \u0414\u0415\u041a\u041e\u041c\u041f\u041e\u0417\u0418\u0426\u0418\u0418 \u0421\u0418\u0421\u0422\u0415\u041c\u042b \u041d\u0410 \u041c\u0418\u041a\u0420\u041e\u0421\u0415\u0420\u0412\u0418\u0421\u042b<\/strong>&#171;<\/a><\/strong><\/p>\n\n\n\n<p>\u041d\u0430 \u0437\u0430\u043d\u044f\u0442\u0438\u0438 \u043f\u043e\u0437\u043d\u0430\u043a\u043e\u043c\u0438\u043c\u0441\u044f \u0441 \u043f\u0430\u0442\u0442\u0435\u0440\u043d\u0430\u043c\u0438 \u0434\u0435\u043a\u043e\u043c\u043f\u043e\u0437\u0438\u0446\u0438\u0438 \u0441\u0438\u0441\u0442\u0435\u043c\u044b \u043d\u0430 \u043c\u0438\u043a\u0440\u043e\u0441\u0435\u0440\u0432\u0438\u0441\u044b. \u0420\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0438\u043c \u0442\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u0438 \u0431\u0438\u0437\u043d\u0435\u0441\u043e\u0432\u044b\u0435 \u043f\u043e\u0434\u0445\u043e\u0434\u044b \u043a \u0434\u0435\u043a\u043e\u043c\u043f\u043e\u0437\u0438\u0446\u0438\u0438.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-background has-light-green-cyan-background-color has-light-green-cyan-color is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"25_%D0%BD%D0%BE%D1%8F%D0%B1%D1%80%D1%8F_20_00-2\"><\/span><strong>25 \u043d\u043e\u044f\u0431\u0440\u044f<\/strong>\u00a0\/\/ 20:00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/otus.pw\/dFP7\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u0418\u041d\u0422\u0415\u041d\u0421\u0418\u0412 \u00ab\u0412\u0412\u0415\u0414\u0415\u041d\u0418\u0415 \u0412 \u0421\u0420\u0415\u0414\u0421\u0422\u0412\u041e \u041d\u0422 GATLING\u00bb \u0414\u0415\u041d\u042c 2<\/a><\/strong><\/p>\n\n\n\n<p>\u041d\u0430 \u0432\u0442\u043e\u0440\u043e\u043c \u0434\u043d\u0435 \u0438\u043d\u0442\u0435\u043d\u0441\u0438\u0432\u0430 \u043d\u0430\u0443\u0447\u0438\u043c \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0448\u0430\u0440\u0438\u043d\u0433 \u0434\u0430\u043d\u043d\u044b\u0445, \u0441\u043e\u0431\u0438\u0440\u0430\u0442\u044c docker \u043e\u0431\u0440\u0430\u0437, \u0437\u0430\u043f\u0443\u0441\u043a\u0430\u0442\u044c \u0442\u0435\u0441\u0442\u044b \u0432 container&#8217;e. \u0410 \u0442\u0430\u043a \u0436\u0435 \u043e\u0431\u044a\u044f\u0441\u043d\u0438\u043c \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u043a\u0430\u0441\u0442\u043e\u043c\u043d\u044b\u0445 \u043f\u043b\u0430\u0433\u0438\u043d\u043e\u0432: \u043d\u0430\u0433\u0440\u0443\u0437\u043a\u0430 grpc \u0441\u0435\u0440\u0432\u0438\u0441\u0430.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-background has-pale-cyan-blue-background-color has-pale-cyan-blue-color\"\/>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u041f\u0440\u043e\u0434\u043e\u043b\u0436\u0430\u0435\u043c \u0443\u0447\u0438\u0442\u044c\u0441\u044f! 22 \u043d\u043e\u044f\u0431\u0440\u044f\u00a0\/\/ 20:00 DEMO DAY \u041a\u0423\u0420\u0421\u0410 DATA WAREHOUSE ANALYST 22 \u043d\u043e\u044f\u0431\u0440\u044f\u00a0\/\/ 20:00 DEMO-\u0423\u0420\u041e\u041a \u00ab\u041e\u0411\u042a\u0415\u041a\u0422\u041d\u041e-\u041e\u0420\u0418\u0415\u041d\u0422\u0418\u0420\u041e\u0412\u0410\u041d\u041d\u041e\u0415 \u041f\u0420\u041e\u0413\u0420\u0410\u041c\u041c\u0418\u0420\u041e\u0412\u0410\u041d\u0418\u0415\u00bb \u0420\u0435\u0430\u043b\u0438\u0437\u0443\u0435\u043c \u043f\u0440\u0438\u043d\u0446\u0438\u043f\u044b, \u0441\u043e\u0441\u0442\u0430\u0432\u043b\u044f\u044e\u0449\u0438\u0435 \u041e\u041e\u041f \u0438 \u0431\u0435\u0437 \u041e\u041e\u041f. \u041f\u0440\u043e\u0430\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u0443\u0435\u043c \u043f\u0440\u0438\u043d\u0446\u0438\u043f\u044b \u0432\u043d\u0435 \u0441\u043a\u0440\u044b\u0442\u043e\u0439 \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 \u044f\u0437\u044b\u043a\u043e\u0432, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0449\u0438\u0445 \u043f\u043e\u0434\u0445\u043e\u0434 \u041e\u041e\u041f. 22 \u043d\u043e\u044f\u0431\u0440\u044f\u00a0\/\/ 20:00 DEMO DAY \u041a\u0423\u0420\u0421\u0410 SCALA-\u0420\u0410\u0417\u0420\u0410\u0411\u041e\u0422\u0427\u0418\u041a 22 \u043d\u043e\u044f\u0431\u0440\u044f\u00a0\/\/ 20:00 \u0418\u041d\u0422\u0415\u041d\u0421\u0418\u0412 &#171;\u0414\u0415\u041f\u041b\u041e\u0419 ML \u041c\u041e\u0414\u0415\u041b\u0418: \u041e\u0422 \u0413\u0420\u042f\u0417\u041d\u041e\u0413\u041e \u041a\u041e\u0414\u0410 \u0412 \u041d\u041e\u0423\u0422\u0411\u0423\u041a\u0415 \u041a \u0420\u0410\u0411\u041e\u0427\u0415\u041c\u0423 \u0421\u0415\u0420\u0412\u0418\u0421\u0423.<\/p>\n","protected":false},"author":12,"featured_media":2360,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"footnotes":""},"categories":[4],"tags":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/otus.ru\/journal\/wp-json\/wp\/v2\/posts\/2359"}],"collection":[{"href":"https:\/\/otus.ru\/journal\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/otus.ru\/journal\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/otus.ru\/journal\/wp-json\/wp\/v2\/users\/12"}],"replies":[{"embeddable":true,"href":"https:\/\/otus.ru\/journal\/wp-json\/wp\/v2\/comments?post=2359"}],"version-history":[{"count":1,"href":"https:\/\/otus.ru\/journal\/wp-json\/wp\/v2\/posts\/2359\/revisions"}],"predecessor-version":[{"id":2361,"href":"https:\/\/otus.ru\/journal\/wp-json\/wp\/v2\/posts\/2359\/revisions\/2361"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/otus.ru\/journal\/wp-json\/wp\/v2\/media\/2360"}],"wp:attachment":[{"href":"https:\/\/otus.ru\/journal\/wp-json\/wp\/v2\/media?parent=2359"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/otus.ru\/journal\/wp-json\/wp\/v2\/categories?post=2359"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/otus.ru\/journal\/wp-json\/wp\/v2\/tags?post=2359"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}