{"id":4610,"date":"2022-09-19T07:01:34","date_gmt":"2022-09-19T07:01:34","guid":{"rendered":"https:\/\/otus.ru\/journal\/?p=4610"},"modified":"2023-10-03T21:53:04","modified_gmt":"2023-10-03T21:53:04","slug":"novye-meropriyatiya-v-otus-35","status":"publish","type":"post","link":"https:\/\/otus.ru\/journal\/novye-meropriyatiya-v-otus-35\/","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 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href=\"https:\/\/otus.ru\/journal\/novye-meropriyatiya-v-otus-35\/#22_%D1%81%D0%B5%D0%BD%D1%82%D1%8F%D0%B1%D1%80%D1%8F_20_00-3\" title=\"22 \u0441\u0435\u043d\u0442\u044f\u0431\u0440\u044f \/\/ 20:00\">22 \u0441\u0435\u043d\u0442\u044f\u0431\u0440\u044f \/\/ 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\/novye-meropriyatiya-v-otus-35\/#22_%D1%81%D0%B5%D0%BD%D1%82%D1%8F%D0%B1%D1%80%D1%8F_20_00-4\" title=\"22 \u0441\u0435\u043d\u0442\u044f\u0431\u0440\u044f \/\/ 20:00\">22 \u0441\u0435\u043d\u0442\u044f\u0431\u0440\u044f \/\/ 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\/novye-meropriyatiya-v-otus-35\/#23_%D1%81%D0%B5%D0%BD%D1%82%D1%8F%D0%B1%D1%80%D1%8F_20_00\" title=\"23 \u0441\u0435\u043d\u0442\u044f\u0431\u0440\u044f \/\/ 20:00\">23 \u0441\u0435\u043d\u0442\u044f\u0431\u0440\u044f \/\/ 20:00<\/a><\/li><\/ul><\/nav><\/div>\n\n<p>\u041d\u0435 \u0437\u0430\u0431\u0443\u0434\u044c\u0442\u0435 \u0434\u043e\u0431\u0430\u0432\u0438\u0442\u044c \u043c\u0435\u0440\u043e\u043f\u0440\u0438\u044f\u0442\u0438\u0435 \u0432 \u0441\u0432\u043e\u0439 \u043a\u0430\u043b\u0435\u043d\u0434\u0430\u0440\u044c<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-pale-pink-color has-css-opacity has-pale-pink-background-color has-background\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"19_%D1%81%D0%B5%D0%BD%D1%82%D1%8F%D0%B1%D1%80%D1%8F_18_00\"><\/span>19 \u0441\u0435\u043d\u0442\u044f\u0431\u0440\u044f \/\/ 18:00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/otus.ru\/lessons\/machinelearning\/?utm_campaign=ml&amp;utm_medium=internal&amp;utm_source=internal&amp;utm_content=telegram&amp;utm_term=welcome_ol_19.09.22#event-2232\" target=\"_blank\" rel=\"noreferrer noopener\">\u041e\u0422\u041a\u0420\u042b\u0422\u042b\u0419 \u0423\u0420\u041e\u041a \u00ab<strong><strong>OUT LIAR! \u041c\u0415\u0422\u041e\u0414\u042b \u0414\u0415\u0422\u0415\u041a\u0426\u0418\u0418 \u0410\u041d\u041e\u041c\u0410\u041b\u0418\u0419 \u0412 \u0414\u0410\u041d\u041d\u042b\u0425<\/strong><\/strong>\u00bb<\/a><\/strong><\/p>\n\n\n\n<p>\u0417\u0430\u0434\u0430\u0447\u0430 \u043f\u043e\u0438\u0441\u043a \u0430\u043d\u043e\u043c\u0430\u043b\u0438\u0439 \u0438 \u0432\u044b\u0431\u0440\u043e\u0441\u043e\u0432 (outliar detection) \u0432 \u0434\u0430\u043d\u043d\u044b\u0445 \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u043a\u0440\u0430\u0439\u043d\u0435 \u0432\u043e\u0441\u0442\u0440\u0435\u0431\u043e\u0432\u0430\u043d\u043d\u043e\u0439 \u0432 \u043e\u0431\u043b\u0430\u0441\u0442\u0438 ML. \u041d\u0430 \u0432\u0435\u0431\u0438\u043d\u0430\u0440\u0435 \u0441 \u0440\u0443\u043a\u043e\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u0435\u043c \u043a\u0443\u0440\u0441\u043e\u0432 \u043f\u043e ML \u0432 \u041e\u0442\u0443\u0441, \u041c\u0430\u0440\u0438\u0435\u0439 \u0422\u0438\u0445\u043e\u043d\u043e\u0432\u043e\u0439, \u0432\u044b \u043e\u0431\u0441\u0443\u0434\u0438\u0442\u0435 \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u044b \u0438 \u043f\u043e\u0434\u0445\u043e\u0434\u044b \u0434\u043b\u044f \u043f\u043e\u0438\u0441\u043a\u0430 \u0430\u043d\u043e\u043c\u0430\u043b\u0438\u0439 \u0432 \u0434\u0430\u043d\u043d\u044b\u0445 \u0438 \u043f\u0440\u0438\u043c\u0435\u043d\u0438\u0442\u0435 \u043d\u0430 \u043f\u0440\u0430\u043a\u0442\u0438\u043a\u0435 \u043d\u0435\u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0438\u0437 \u043d\u0438\u0445.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-luminous-vivid-amber-color has-css-opacity has-luminous-vivid-amber-background-color has-background is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"19_%D1%81%D0%B5%D0%BD%D1%82%D1%8F%D0%B1%D1%80%D1%8F_20_00\"><\/span>19 \u0441\u0435\u043d\u0442\u044f\u0431\u0440\u044f \/\/ 20:00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/otus.pw\/EpYE\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u041e\u0422\u041a\u0420\u042b\u0422\u042b\u0419 \u0423\u0420\u041e\u041a \u00ab<strong><strong><strong>\u0424\u0423\u041d\u041a\u0426\u0418\u0418 \u041a\u0410\u041a \u0421\u0415\u0420\u0412\u0418\u0421 \u041d\u0410 \u041f\u0420\u0418\u041c\u0415\u0420\u0415 YANDEX CLOUD<\/strong><\/strong><\/strong>\u00bb<\/a><\/strong><\/p>\n\n\n\n<p>\u041d\u0430 \u043e\u0442\u043a\u0440\u044b\u0442\u043e\u043c \u0443\u0440\u043e\u043a\u0435 \u0440\u0430\u0437\u0431\u0435\u0440\u0435\u043c \u043f\u0440\u0430\u043a\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u0444\u0443\u043d\u043a\u0446\u0438\u0438-\u043a\u0430\u043a-\u0441\u0435\u0440\u0432\u0438\u0441\u043e\u0432 \u0432 Yandex Cloud. \u0420\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0438\u043c \u0431\u0435\u0441\u0441\u0435\u0440\u0432\u0435\u0440\u043d\u044b\u0435 \u0432\u044b\u0447\u0438\u0441\u043b\u0435\u043d\u0438\u044f \u0438 \u0437\u0430\u043f\u0443\u0441\u043a \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0439 \u0431\u0435\u0437 \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f VM \u0432 Yandex Cloud. \u0420\u0430\u0437\u0431\u0435\u0440\u0435\u043c \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0444\u0443\u043d\u043a\u0446\u0438\u0439 \u0438 \u0437\u0430\u043f\u0443\u0441\u043a \u0432 \u043f\u0430\u0440\u0430\u043b\u043b\u0435\u043b\u044c\u043d\u043e\u043c \u0440\u0435\u0436\u0438\u043c\u0435<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-luminous-vivid-amber-color has-css-opacity has-luminous-vivid-amber-background-color has-background is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"19_%D1%81%D0%B5%D0%BD%D1%82%D1%8F%D0%B1%D1%80%D1%8F_20_00-2\"><\/span>19 \u0441\u0435\u043d\u0442\u044f\u0431\u0440\u044f \/\/ 20:00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/otus.pw\/fbx0\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u041e\u0422\u041a\u0420\u042b\u0422\u042b\u0419 \u0423\u0420\u041e\u041a \u00ab<strong><strong><strong><strong>\u0421\u0411\u041e\u0420\u0429\u0418\u041a \u041c\u0423\u0421\u041e\u0420\u0410 \u0412 JAVA<\/strong><\/strong><\/strong><\/strong>\u00bb<\/a><\/strong><\/p>\n\n\n\n<p>&#8212; Java Memory Model <\/p>\n\n\n\n<p>&#8212; 3 \u0441\u0442\u0430\u0434\u0438\u0438 \u0438 2 \u043f\u043e\u043a\u043e\u043b\u0435\u043d\u0438\u044f \u0441\u0431\u043e\u0440\u043a\u0438 \u043c\u0443\u0441\u043e\u0440\u0430 <\/p>\n\n\n\n<p>&#8212; \u041a\u0430\u0440\u044c\u0435\u0440\u0430 \u0438 \u0433\u0438\u0431\u0435\u043b\u044c \u043e\u0431\u044a\u0435\u043a\u0442\u043e\u0432<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-luminous-vivid-amber-color has-css-opacity has-luminous-vivid-amber-background-color has-background is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"20_%D1%81%D0%B5%D0%BD%D1%82%D1%8F%D0%B1%D1%80%D1%8F_20_00\"><\/span>20 \u0441\u0435\u043d\u0442\u044f\u0431\u0440\u044f \/\/ 20:00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/otus.pw\/xHhJ\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u041e\u0422\u041a\u0420\u042b\u0422\u042b\u0419 \u0423\u0420\u041e\u041a \u00ab<strong><strong><strong><strong>\u041e\u041e\u041f \u0433\u043b\u0430\u0437\u0430\u043c\u0438 C++<\/strong><\/strong><\/strong><\/strong>\u00bb<\/a><\/strong><\/p>\n\n\n\n<p>\u0425\u043e\u0442\u044c \u0438 \u043c\u043e\u0434\u043d\u043e \u043a\u0440\u0438\u0442\u0438\u043a\u043e\u0432\u0430\u0442\u044c \u041e\u041e\u041f-\u043f\u043e\u0434\u0445\u043e\u0434 \u043a \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0435 \u043a\u043e\u0434\u0430, \u043e\u043d \u043e\u0441\u0442\u0430\u0451\u0442\u0441\u044f \u0441\u0430\u043c\u044b\u043c \u043f\u043e\u043f\u0443\u043b\u044f\u0440\u043d\u044b\u043c \u0432\u043e \u043c\u043d\u043e\u0433\u0438\u0445 \u0438 \u043c\u043d\u043e\u0433\u0438\u0445 \u0441\u0444\u0435\u0440\u0430\u0445. \u041f\u043e\u044d\u0442\u043e\u043c\u0443 \u043d\u0435 \u0437\u043d\u0430\u0442\u044c \u0438 \u043d\u0435 \u0443\u043c\u0435\u0442\u044c \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0434\u0430\u043d\u043d\u0443\u044e \u043f\u0430\u0440\u0430\u0434\u0438\u0433\u043c\u0443 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0434\u043b\u044f \u043d\u0430\u0441\u0442\u043e\u044f\u0449\u0435\u0433\u043e \u043f\u0440\u043e\u0444\u0435\u0441\u0441\u0438\u043e\u043d\u0430\u043b\u0430 \u043f\u0440\u043e\u0441\u0442\u043e \u043d\u0435 \u0432\u0435\u0436\u043b\u0438\u0432\u043e. \u041d\u0430 \u0432\u0435\u0431\u0438\u043d\u0430\u0440\u0435 \u043f\u043e\u0433\u043e\u0432\u043e\u0440\u0438\u043c \u0438 \u043f\u043e\u0441\u043c\u043e\u0442\u0440\u0438\u043c \u043d\u0430 \u043f\u0440\u0438\u043c\u0435\u0440\u0430\u0445 \u043e \u0442\u043e\u043c, \u043a\u0430\u043a \u0442\u0435\u0440\u043c\u0438\u043d\u044b \u041e\u041e\u041f \u0440\u0435\u0430\u043b\u0438\u0437\u0443\u044e\u0442\u0441\u044f \u0432 \u0441\u0438\u043d\u0442\u0430\u043a\u0441\u0438\u0441\u0435 \u044f\u0437\u044b\u043a\u0430 C++.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-luminous-vivid-amber-color has-css-opacity has-luminous-vivid-amber-background-color has-background is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"20_%D1%81%D0%B5%D0%BD%D1%82%D1%8F%D0%B1%D1%80%D1%8F_20_00-2\"><\/span>20 \u0441\u0435\u043d\u0442\u044f\u0431\u0440\u044f \/\/ 20:00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/otus.pw\/m6VJ\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u041e\u0422\u041a\u0420\u042b\u0422\u042b\u0419 \u0423\u0420\u041e\u041a \u00ab<strong><strong><strong><strong><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><\/strong><\/strong><\/strong><\/strong>\u00bb<\/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-luminous-vivid-amber-color has-css-opacity has-luminous-vivid-amber-background-color has-background is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"20_%D1%81%D0%B5%D0%BD%D1%82%D1%8F%D0%B1%D1%80%D1%8F_20_00-3\"><\/span>20 \u0441\u0435\u043d\u0442\u044f\u0431\u0440\u044f \/\/ 20:00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/otus.pw\/3ZUA\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u041e\u0422\u041a\u0420\u042b\u0422\u042b\u0419 \u0423\u0420\u041e\u041a \u00ab<strong><strong><strong><strong><strong>\u041a\u0430\u043a \u0441\u0442\u0430\u0442\u044c \u0433\u0435\u0439\u043c\u0434\u0438\u0437\u0430\u0439\u043d\u0435\u0440\u043e\u043c \u0438 \u0440\u0430\u0437\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u0442\u044c \u0438\u0433\u0440\u044b<\/strong><\/strong><\/strong><\/strong><\/strong>\u00bb<\/a><\/strong><\/p>\n\n\n\n<p>\u0414\u0435\u0442\u0430\u043b\u044c\u043d\u043e \u043e\u0431\u0441\u0443\u0434\u0438\u043c \u043a\u0442\u043e \u0442\u0430\u043a\u043e\u0439 \u0433\u0435\u0439\u043c\u0434\u0438\u0437\u0430\u0439\u043d\u0435\u0440, \u0432 \u0447\u0435\u043c \u0437\u0430\u043a\u043b\u044e\u0447\u0430\u0435\u0442\u0441\u044f \u0435\u0433\u043e \u0440\u0430\u0431\u043e\u0442\u0430 \u0438 \u043a\u0430\u043a \u0438\u043c \u0441\u0442\u0430\u0442\u044c, \u043d\u0443\u0436\u043d\u044b \u043b\u0438 \u0434\u043b\u044f \u044d\u0442\u043e\u0433\u043e \u043e\u0441\u043e\u0431\u044b\u0435 \u043d\u0430\u0432\u044b\u043a\u0438 \u0438 \u043f\u043e\u0447\u0435\u043c\u0443 \u0441\u0435\u0439\u0447\u0430\u0441 \u044d\u0442\u043e \u043e\u0434\u043d\u0430 \u0438\u0437 \u0441\u0430\u043c\u044b\u0445 \u0432\u043e\u0441\u0442\u0440\u0435\u0431\u043e\u0432\u0430\u043d\u043d\u044b\u0445 \u043f\u0440\u043e\u0444\u0435\u0441\u0441\u0438\u0439.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-luminous-vivid-amber-color has-css-opacity has-luminous-vivid-amber-background-color has-background is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"21_%D1%81%D0%B5%D0%BD%D1%82%D1%8F%D0%B1%D1%80%D1%8F_20_00\"><\/span>21 \u0441\u0435\u043d\u0442\u044f\u0431\u0440\u044f \/\/ 20:00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/otus.pw\/NrAI\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u041e\u0422\u041a\u0420\u042b\u0422\u042b\u0419 \u0423\u0420\u041e\u041a \u00ab<strong><strong><strong><strong><strong>\u0420\u0435\u043b\u044f\u0446\u0438\u043e\u043d\u043d\u044b\u0435 \u0431\u0430\u0437\u044b \u0434\u0430\u043d\u043d\u044b\u0445 \u0434\u043b\u044f \u043d\u0430\u0447\u0438\u043d\u0430\u044e\u0449\u0438\u0445 Java-\u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u043e\u0432<\/strong><\/strong><\/strong><\/strong><\/strong>\u00bb<\/a><\/strong><\/p>\n\n\n\n<p>\u041f\u043e\u0433\u043e\u0432\u043e\u0440\u0438\u043c \u043e \u043c\u0435\u0441\u0442\u0435 \u0440\u0435\u043b\u044f\u0446\u0438\u043e\u043d\u043d\u044b\u0445 \u0431\u0430\u0437 \u0434\u0430\u043d\u043d\u044b\u0445 \u0432 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0435 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0445 \u0441\u0438\u0441\u0442\u0435\u043c. \u0420\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0438\u043c \u043e\u0441\u043d\u043e\u0432\u043d\u044b\u0435 \u043a\u043e\u043c\u043f\u043e\u043d\u0435\u043d\u0442\u044b \u0438 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438 \u0420\u0421\u0423\u0411\u0414 \u043d\u0430 \u043f\u0440\u0438\u043c\u0435\u0440\u0435 PostgreSQL. \u0421\u0434\u0435\u043b\u0430\u0435\u043c \u043e\u0431\u0437\u043e\u0440 \u043e\u0441\u043d\u043e\u0432\u043d\u044b\u0445 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0439 \u043f\u043e \u0440\u0430\u0431\u043e\u0442\u0435 \u0441 \u0440\u0435\u043b\u044f\u0446\u0438\u043e\u043d\u043d\u044b\u043c\u0438 \u0411\u0414 \u0432 Java (JDBC, JPA\/Hibernate, Spring Data \u0438 \u0434\u0440.).<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-luminous-vivid-amber-color has-css-opacity has-luminous-vivid-amber-background-color has-background is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"21_%D1%81%D0%B5%D0%BD%D1%82%D1%8F%D0%B1%D1%80%D1%8F_20_00-2\"><\/span>21 \u0441\u0435\u043d\u0442\u044f\u0431\u0440\u044f \/\/ 20:00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/otus.pw\/uCtY\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u041e\u0422\u041a\u0420\u042b\u0422\u042b\u0419 \u0423\u0420\u041e\u041a \u00ab<strong><strong><strong><strong><strong>\u041f\u0430\u0440\u0441\u0438\u043d\u0433 \u0441\u0442\u0440\u043e\u043a \u0438 \u0438\u043d\u0442\u0435\u0440\u043f\u0440\u0435\u0442\u0430\u0446\u0438\u044f \u0434\u0440\u0435\u0432\u043e\u0432\u0438\u0434\u043d\u044b\u0445 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440 \u0434\u0430\u043d\u043d\u044b\u0445<\/strong><\/strong><\/strong><\/strong><\/strong>\u00bb<\/a><\/strong><\/p>\n\n\n\n<p>\u041f\u043e\u0437\u043d\u0430\u043a\u043e\u043c\u0438\u043c\u0441\u044f \u0441 \u0440\u0430\u0437\u043d\u044b\u043c\u0438 \u043f\u043e\u0434\u0445\u043e\u0434\u0430\u043c\u0438 \u043a \u043e\u043f\u0438\u0441\u0430\u043d\u0438\u044e \u043f\u0430\u0440\u0441\u0435\u0440\u043e\u0432 \u0442\u0435\u043a\u0441\u0442\u0430. \u041d\u0430\u043f\u0438\u0448\u0435\u043c \u0441\u0432\u043e\u044e \u0433\u0440\u0430\u043c\u043c\u0430\u0442\u0438\u043a\u0443 \u0438 \u0441\u0433\u0435\u043d\u0435\u0440\u0438\u0440\u0443\u0435\u043c \u043d\u0430 \u0435\u0435 \u043e\u0441\u043d\u043e\u0432\u0435 \u043f\u0430\u0440\u0441\u0435\u0440<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-luminous-vivid-amber-color has-css-opacity has-luminous-vivid-amber-background-color has-background is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"21_%D1%81%D0%B5%D0%BD%D1%82%D1%8F%D0%B1%D1%80%D1%8F_20_00-3\"><\/span>21 \u0441\u0435\u043d\u0442\u044f\u0431\u0440\u044f \/\/ 20:00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/otus.pw\/1hgI\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u041e\u0422\u041a\u0420\u042b\u0422\u042b\u0419 \u0423\u0420\u041e\u041a \u00ab<strong><strong><strong><strong><strong><strong>\u0422\u0415\u0421\u0422\u0418\u0420\u041e\u0412\u0410\u041d\u0418\u0415 \u0412 \u041c\u0418\u041a\u0420\u041e\u0421\u0415\u0420\u0412\u0418\u0421\u041d\u041e\u0419 \u0410\u0420\u0425\u0418\u0422\u0415\u041a\u0422\u0423\u0420\u0415<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong>\u00bb<\/a><\/strong><\/p>\n\n\n\n<p>\u041d\u0430 \u043e\u0442\u043a\u0440\u044b\u0442\u043e\u043c \u0443\u0440\u043e\u043a\u0435 \u0440\u0430\u0441\u0441\u043a\u0430\u0436\u0435\u043c \u043f\u0440\u043e \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0435 \u0442\u0438\u043f\u044b \u0442\u0435\u0441\u0442\u043e\u0432 \u0438 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u043e\u0432, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u043c\u044b\u0445 \u0432 \u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0438. \u041a\u0430\u043a \u043c\u0438\u043a\u0440\u043e\u0441\u0435\u0440\u0432\u0438\u0441\u043d\u0430\u044f \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0430 \u0438\u0437\u043c\u0435\u043d\u0438\u043b\u0430 \u043f\u043e\u0434\u0445\u043e\u0434\u044b \u043a \u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044e.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-luminous-vivid-amber-color has-css-opacity has-luminous-vivid-amber-background-color has-background is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"21_%D1%81%D0%B5%D0%BD%D1%82%D1%8F%D0%B1%D1%80%D1%8F_20_00-4\"><\/span>21 \u0441\u0435\u043d\u0442\u044f\u0431\u0440\u044f \/\/ 20:00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/otus.pw\/n6dD\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u041e\u0422\u041a\u0420\u042b\u0422\u042b\u0419 \u0423\u0420\u041e\u041a \u00ab<strong><strong><strong><strong><strong><strong><strong>\u041f\u041e\u0414\u0413\u041e\u0422\u041e\u0412\u041a\u0410 \u0418\u041d\u0424\u0420\u0410\u0421\u0422\u0420\u0423\u041a\u0422\u0423\u0420\u042b \u0414\u041b\u042f \u0417\u0410\u041f\u0423\u0421\u041a\u0410 SELENIUM \u0410\u0412\u0422\u041e\u0422\u0415\u0421\u0422\u041e\u0412<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong>\u00bb<\/a><\/strong><\/p>\n\n\n\n<p>\u041b\u044e\u0431\u043e\u0435 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0435 \u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u043d\u0430\u0447\u0438\u043d\u0430\u0435\u0442\u0441\u044f \u0441 \u043f\u043e\u0434\u0433\u043e\u0442\u043e\u0432\u043a\u0438 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u043e\u0432. \u0412\u043e \u0432\u0440\u0435\u043c\u044f \u0437\u0430\u043d\u044f\u0442\u0438\u044f \u043f\u043e\u0434\u0433\u043e\u0442\u043e\u0432\u0438\u043c \u0432\u0441\u0451 \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e\u0435 \u0434\u043b\u044f \u0437\u0430\u043f\u0443\u0441\u043a\u0430 \u0438 \u043d\u0430\u043f\u0438\u0448\u0435\u043c \u043f\u0435\u0440\u0432\u044b\u0439 \u0430\u0432\u0442\u043e\u0442\u0435\u0441\u0442.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-luminous-vivid-amber-color has-css-opacity has-luminous-vivid-amber-background-color has-background is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"21_%D1%81%D0%B5%D0%BD%D1%82%D1%8F%D0%B1%D1%80%D1%8F_20_00-5\"><\/span>21 \u0441\u0435\u043d\u0442\u044f\u0431\u0440\u044f \/\/ 20:00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/otus.pw\/NdzY\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u041e\u0422\u041a\u0420\u042b\u0422\u042b\u0419 \u0423\u0420\u041e\u041a \u00ab<strong><strong><strong><strong><strong><strong><strong>\u0422\u0418\u041f\u042b \u0414\u0410\u041d\u041d\u042b\u0425 \u0412 POSTGRESQL<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong>\u00bb<\/a><\/strong><\/p>\n\n\n\n<p>\u0417\u0430\u0434\u0443\u043c\u044b\u0432\u0430\u0435\u0442\u0435\u0441\u044c \u043e\u0441\u0432\u043e\u0438\u0442\u044c PostgreSQL? \u041f\u043e\u043b\u043e\u0436\u0438\u0442\u0435 \u043d\u0430\u0447\u0430\u043b\u043e \u0438\u0437\u0443\u0447\u0435\u043d\u0438\u044e \u0443\u0436\u0435 \u043d\u0430 \u043e\u0442\u043a\u0440\u044b\u0442\u043e\u043c \u0443\u0440\u043e\u043a\u0435 \u00ab\u0422\u0438\u043f\u044b \u0434\u0430\u043d\u043d\u044b\u0445 \u0432 PostgreSQL\u00bb 21 \u0441\u0435\u043d\u0442\u044f\u0431\u0440\u044f \u0432 20:00 \u043c\u0441\u043a. \u041d\u0430 \u0437\u0430\u043d\u044f\u0442\u0438\u0438 \u0441 \u0414\u043c\u0438\u0442\u0440\u0438\u0435\u043c \u041a\u0438\u0440\u0438\u043b\u043b\u043e\u0432\u044b\u043c, \u0442\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u0438\u043c \u0434\u0438\u0440\u0435\u043a\u0442\u043e\u0440\u043e\u043c 1\u0421-\u0421\u0442\u0430\u0440\u0442, \u043c\u044b: &#8212; \u0412\u0441\u043f\u043e\u043c\u043d\u0438\u043c \u043e\u0441\u043d\u043e\u0432\u043d\u044b\u0435 \u0442\u0438\u043f\u044b \u0434\u0430\u043d\u043d\u044b\u0445 &#8212; \u041f\u043e\u0433\u043e\u0432\u043e\u0440\u0438\u043c \u043f\u0440\u043e \u043e\u0441\u043e\u0431\u0435\u043d\u043d\u043e\u0441\u0442\u0438 \u043f\u0440\u0435\u043e\u0431\u0440\u0430\u0437\u043e\u0432\u0430\u043d\u0438\u044f \u0442\u0438\u043f\u043e\u0432 &#8212; \u0420\u0430\u0437\u0431\u0435\u0440\u0451\u043c\u0441\u044f \u0441 \u043d\u0435\u043e\u0431\u044b\u0447\u043d\u044b\u043c \u043f\u043e\u0432\u0435\u0434\u0435\u043d\u0438\u0435\u043c PostgreSQL \u0412\u0435\u0431\u0438\u043d\u0430\u0440 \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u0447\u0430\u0441\u0442\u044c\u044e \u043e\u043d\u043b\u0430\u0439\u043d-\u043a\u0443\u0440\u0441\u0430 \u00abPostgreSQL \u0434\u043b\u044f \u0430\u0434\u043c\u0438\u043d\u0438\u0441\u0442\u0440\u0430\u0442\u043e\u0440\u043e\u0432 \u0431\u0430\u0437 \u0434\u0430\u043d\u043d\u044b\u0445 \u0438 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u043e\u0432\u00bb \u043e\u0442 OTUS.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-luminous-vivid-amber-color has-css-opacity has-luminous-vivid-amber-background-color has-background is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"22_%D1%81%D0%B5%D0%BD%D1%82%D1%8F%D0%B1%D1%80%D1%8F_20_00\"><\/span>22 \u0441\u0435\u043d\u0442\u044f\u0431\u0440\u044f \/\/ 20:00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/otus.pw\/zIiY\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u041e\u0422\u041a\u0420\u042b\u0422\u042b\u0419 \u0423\u0420\u041e\u041a \u00ab<strong><strong><strong><strong><strong><strong><strong><strong>AR \u0441\u0435\u0433\u043e\u0434\u043d\u044f: \u0432 \u0440\u0430\u0437\u0432\u043b\u0435\u0447\u0435\u043d\u0438\u044f\u0445, \u0432 \u043e\u0431\u0440\u0430\u0437\u043e\u0432\u0430\u043d\u0438\u0438, \u043d\u0430 \u0440\u0430\u0431\u043e\u0442\u0435<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong>\u00bb<\/a><\/strong><\/p>\n\n\n\n<p>\u041d\u0430 \u043e\u0442\u043a\u0440\u044b\u0442\u043e\u043c \u0443\u0440\u043e\u043a\u0435 \u0432\u044b \u0443\u0437\u043d\u0430\u0435\u0442\u0435, \u043a\u0430\u043a AR \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0438 \u043f\u0440\u043e\u043d\u0438\u043a\u043b\u0438 \u0432\u043e \u0432\u0441\u0435 \u0441\u0444\u0435\u0440\u044b \u0432\u0430\u0448\u0435\u0439 \u0436\u0438\u0437\u043d\u0438, \u0438 \u043f\u043e\u043f\u0440\u043e\u0431\u0443\u0435\u0442\u0435 \u0441\u0430\u043c\u0438 \u0441\u043e\u0437\u0434\u0430\u0442\u044c AR \u043c\u0438\u043d\u0438-\u0438\u0433\u0440\u0443<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-luminous-vivid-amber-color has-css-opacity has-luminous-vivid-amber-background-color has-background is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"22_%D1%81%D0%B5%D0%BD%D1%82%D1%8F%D0%B1%D1%80%D1%8F_20_00-2\"><\/span>22 \u0441\u0435\u043d\u0442\u044f\u0431\u0440\u044f \/\/ 20:00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/otus.pw\/tAHS\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u041e\u0422\u041a\u0420\u042b\u0422\u042b\u0419 \u0423\u0420\u041e\u041a \u00ab<strong><strong><strong><strong><strong><strong><strong><strong><strong>\u0424\u041e\u0420\u041c\u0423\u041b\u0410 \u0418\u0413\u0420\u041e\u0412\u041e\u0413\u041e \u0421\u0426\u0415\u041d\u0410\u0420\u0418\u042f \u2013 \u0418\u0417 \u0427\u0415\u0413\u041e \u0421\u041e\u0421\u0422\u041e\u0418\u0422 \u041d\u0410\u0420\u0420\u0410\u0422\u0418\u0412?<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong>\u00bb<\/a><\/strong><\/p>\n\n\n\n<p>\u041d\u0430 \u043b\u0435\u043a\u0446\u0438\u0438 \u0440\u0430\u0441\u0441\u043a\u0430\u0436\u0435\u043c \u043f\u0440\u043e \u0441\u044e\u0436\u0435\u0442, \u043f\u0435\u0440\u0441\u043e\u043d\u0430\u0436\u0435\u0439, \u043b\u043e\u0440 \u0438 \u0438\u043d\u0442\u0435\u0440\u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u044c.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-luminous-vivid-amber-color has-css-opacity has-luminous-vivid-amber-background-color has-background is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"22_%D1%81%D0%B5%D0%BD%D1%82%D1%8F%D0%B1%D1%80%D1%8F_20_00-3\"><\/span>22 \u0441\u0435\u043d\u0442\u044f\u0431\u0440\u044f \/\/ 20:00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/otus.pw\/rGAwx\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u041e\u0422\u041a\u0420\u042b\u0422\u042b\u0419 \u0423\u0420\u041e\u041a \u00ab<strong><strong><strong><strong><strong><strong><strong><strong><strong><strong>\u041f\u0410\u0422\u0422\u0415\u0420\u041d ENTITY-COMPONENT-SYSTEM \u0412 \u0418\u0413\u0420\u0410\u0425 \u041d\u0410 C<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/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 \u0447\u0430\u0441\u0442\u043e \u043f\u0440\u0438\u043c\u0435\u043d\u044f\u0435\u043c\u044b\u043c \u0432 \u0438\u0433\u0440\u043e\u0432\u044b\u0445 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f\u0445 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u043d\u044b\u043c \u0448\u0430\u0431\u043b\u043e\u043d\u043e\u043c Entity\/Component\/System, \u0438 \u0440\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0438\u043c \u0435\u0433\u043e \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044e \u043d\u0430 \u044f\u0437\u044b\u043a\u0435 C \u043d\u0430 \u043f\u0440\u0438\u043c\u0435\u0440\u0435 \u043e\u043f\u0435\u043d\u0441\u043e\u0440\u0441\u043d\u043e\u0439 \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0438 flecs. \u0422\u0430\u043a\u0436\u0435 \u043c\u044b \u0438\u0437\u0443\u0447\u0438\u043c \u043a\u043e\u0434 \u043d\u0435\u0441\u043b\u043e\u0436\u043d\u043e\u0439 \u0438\u0433\u0440\u044b, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0449\u0435\u0439 flecs \u043d\u0430 \u043f\u0440\u0430\u043a\u0442\u0438\u043a\u0435.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-luminous-vivid-amber-color has-css-opacity has-luminous-vivid-amber-background-color has-background is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"22_%D1%81%D0%B5%D0%BD%D1%82%D1%8F%D0%B1%D1%80%D1%8F_20_00-4\"><\/span>22 \u0441\u0435\u043d\u0442\u044f\u0431\u0440\u044f \/\/ 20:00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/otus.pw\/fzCC\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u041e\u0422\u041a\u0420\u042b\u0422\u042b\u0419 \u0423\u0420\u041e\u041a \u00ab<strong><strong><strong><strong><strong><strong><strong><strong><strong><strong>\u041e\u0421\u041d\u041e\u0412\u042b \u041a\u041b\u0410\u0421\u0421\u041e\u0412 \u0418 \u041e\u0411\u042a\u0415\u041a\u0422\u041e\u0412<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/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\u0441\u043c\u043e\u0442\u0440\u0438\u043c \u043d\u0430 \u043f\u0440\u0438\u043d\u0446\u0438\u043f\u044b \u043f\u0440\u043e\u0435\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u043a\u043b\u0430\u0441\u0441\u043e\u0432 \u0438 \u0438\u0445 \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 \u0432 Kotlin. \u041f\u043e\u0439\u043c\u0435\u043c, \u043a\u0430\u043a \u043e\u0431\u044a\u0435\u043a\u0442\u043d\u043e-\u043e\u0440\u0438\u0435\u043d\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0435 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u0438\u0437\u043d\u0443\u0442\u0440\u0438, \u0441\u043e\u0437\u0434\u0430\u0434\u0438\u043c \u0441\u0432\u043e\u0438 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b \u0438 \u043f\u043e\u0441\u043c\u043e\u0442\u0440\u0438\u043c \u043d\u0430 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438 \u044f\u0437\u044b\u043a\u0430 Kotlin. \u0421\u043f\u0440\u043e\u0435\u043a\u0442\u0438\u0440\u0443\u0435\u043c \u043e\u0431\u044a\u0435\u043a\u0442\u043d\u0443\u044e \u043c\u043e\u0434\u0435\u043b\u044c \u0434\u0430\u043d\u043d\u044b\u0445.&#187;<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-luminous-vivid-amber-color has-css-opacity has-luminous-vivid-amber-background-color has-background is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"23_%D1%81%D0%B5%D0%BD%D1%82%D1%8F%D0%B1%D1%80%D1%8F_20_00\"><\/span>23 \u0441\u0435\u043d\u0442\u044f\u0431\u0440\u044f \/\/ 20:00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/otus.pw\/Rpj1\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u041e\u0422\u041a\u0420\u042b\u0422\u042b\u0419 \u0423\u0420\u041e\u041a \u00ab<strong><strong><strong><strong><strong><strong><strong><strong><strong><strong>\u0410\u0443\u0442\u0441\u043e\u0440\u0441\/\u0430\u0443\u0442\u0441\u0442\u0430\u0444\u0444\/in-house \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0430<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong>\u00bb<\/a><\/strong><\/p>\n\n\n\n<p>\u041d\u0430 \u043e\u0442\u043a\u0440\u044b\u0442\u043e\u043c \u0443\u0440\u043e\u043a\u0435 \u0440\u0430\u0437\u0431\u0435\u0440\u0451\u043c \u0447\u0442\u043e \u044d\u0442\u043e, \u0432 \u0447\u0435\u043c \u043e\u0442\u043b\u0438\u0447\u0438\u044f, \u043a\u043e\u0433\u0434\u0430 \u0438 \u043a\u0430\u043a\u043e\u0439 \u0432\u0430\u0440\u0438\u0430\u043d\u0442 \u0432\u044b\u0431\u0440\u0430\u0442\u044c.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-pale-pink-color has-css-opacity has-pale-pink-background-color has-background\"\/>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u041d\u0435 \u0437\u0430\u0431\u0443\u0434\u044c\u0442\u0435 \u0434\u043e\u0431\u0430\u0432\u0438\u0442\u044c \u043c\u0435\u0440\u043e\u043f\u0440\u0438\u044f\u0442\u0438\u0435 \u0432 \u0441\u0432\u043e\u0439 \u043a\u0430\u043b\u0435\u043d\u0434\u0430\u0440\u044c 19 \u0441\u0435\u043d\u0442\u044f\u0431\u0440\u044f \/\/ 18:00 \u041e\u0422\u041a\u0420\u042b\u0422\u042b\u0419 \u0423\u0420\u041e\u041a \u00abOUT LIAR! \u041c\u0415\u0422\u041e\u0414\u042b \u0414\u0415\u0422\u0415\u041a\u0426\u0418\u0418 \u0410\u041d\u041e\u041c\u0410\u041b\u0418\u0419 \u0412 \u0414\u0410\u041d\u041d\u042b\u0425\u00bb \u0417\u0430\u0434\u0430\u0447\u0430 \u043f\u043e\u0438\u0441\u043a \u0430\u043d\u043e\u043c\u0430\u043b\u0438\u0439 \u0438 \u0432\u044b\u0431\u0440\u043e\u0441\u043e\u0432 (outliar detection) \u0432 \u0434\u0430\u043d\u043d\u044b\u0445 \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u043a\u0440\u0430\u0439\u043d\u0435 \u0432\u043e\u0441\u0442\u0440\u0435\u0431\u043e\u0432\u0430\u043d\u043d\u043e\u0439 \u0432 \u043e\u0431\u043b\u0430\u0441\u0442\u0438 ML. \u041d\u0430 \u0432\u0435\u0431\u0438\u043d\u0430\u0440\u0435 \u0441 \u0440\u0443\u043a\u043e\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u0435\u043c \u043a\u0443\u0440\u0441\u043e\u0432 \u043f\u043e ML \u0432 \u041e\u0442\u0443\u0441, \u041c\u0430\u0440\u0438\u0435\u0439 \u0422\u0438\u0445\u043e\u043d\u043e\u0432\u043e\u0439, \u0432\u044b \u043e\u0431\u0441\u0443\u0434\u0438\u0442\u0435 \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u044b \u0438 \u043f\u043e\u0434\u0445\u043e\u0434\u044b \u0434\u043b\u044f \u043f\u043e\u0438\u0441\u043a\u0430 \u0430\u043d\u043e\u043c\u0430\u043b\u0438\u0439 \u0432<\/p>\n","protected":false},"author":12,"featured_media":3649,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/otus.ru\/journal\/wp-json\/wp\/v2\/posts\/4610"}],"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=4610"}],"version-history":[{"count":1,"href":"https:\/\/otus.ru\/journal\/wp-json\/wp\/v2\/posts\/4610\/revisions"}],"predecessor-version":[{"id":7644,"href":"https:\/\/otus.ru\/journal\/wp-json\/wp\/v2\/posts\/4610\/revisions\/7644"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/otus.ru\/journal\/wp-json\/wp\/v2\/media\/3649"}],"wp:attachment":[{"href":"https:\/\/otus.ru\/journal\/wp-json\/wp\/v2\/media?parent=4610"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/otus.ru\/journal\/wp-json\/wp\/v2\/categories?post=4610"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/otus.ru\/journal\/wp-json\/wp\/v2\/tags?post=4610"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}