{"id":5772,"date":"2025-02-28T14:54:22","date_gmt":"2025-02-28T11:54:22","guid":{"rendered":"https:\/\/codenrock.com\/blog\/?p=5772"},"modified":"2025-07-23T13:16:44","modified_gmt":"2025-07-23T10:16:44","slug":"kejs-e-cup-kak-ozon-tech-reshil-realnye-biznes-zadachi-na-hakatone","status":"publish","type":"post","link":"https:\/\/codenrock.com\/blog\/kejs-e-cup-kak-ozon-tech-reshil-realnye-biznes-zadachi-na-hakatone\/","title":{"rendered":"\u041a\u0435\u0439\u0441 E-CUP: \u043a\u0430\u043a Ozon Tech \u0440\u0435\u0448\u0438\u043b \u0440\u0435\u0430\u043b\u044c\u043d\u044b\u0435 \u0431\u0438\u0437\u043d\u0435\u0441-\u0437\u0430\u0434\u0430\u0447\u0438 \u043d\u0430 \u0445\u0430\u043a\u0430\u0442\u043e\u043d\u0435"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><span itemprop=\"image\" itemscope itemtype=\"https:\/\/schema.org\/ImageObject\"><img itemprop=\"url image\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\"  data-src=\"https:\/\/cdn.codenrock.com\/wp-content\/uploads\/2025\/02\/image1-2-1024x576.jpg\" alt=\"\" class=\"wp-image-5773 lazyload\" data-srcset=\"https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image1-2-1024x576.jpg 1024w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image1-2-300x169.jpg 300w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image1-2-768x432.jpg 768w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image1-2-711x400.jpg 711w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image1-2-335x188.jpg 335w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image1-2.jpg 1429w\" data-sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" src=\"data:image\/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/576;\" \/><noscript><img itemprop=\"url image\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\"  src=\"https:\/\/cdn.codenrock.com\/wp-content\/uploads\/2025\/02\/image1-2-1024x576.jpg\" alt=\"\" class=\"wp-image-5773\" srcset=\"https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image1-2-1024x576.jpg 1024w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image1-2-300x169.jpg 300w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image1-2-768x432.jpg 768w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image1-2-711x400.jpg 711w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image1-2-335x188.jpg 335w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image1-2.jpg 1429w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/noscript><meta itemprop=\"width\" content=\"1024\"><meta itemprop=\"height\" content=\"576\"><\/span><\/figure>\n\n\n\n<p>E-CUP \u2013 ML-\u0445\u0430\u043a\u0430\u0442\u043e\u043d \u043e\u0442 Ozon Tech \u0441 \u043f\u0440\u0438\u0437\u043e\u0432\u044b\u043c \u0444\u043e\u043d\u0434\u043e\u043c 1&nbsp;200&nbsp;000 \u0440\u0443\u0431\u043b\u0435\u0439. \u041d\u0430 \u0441\u043e\u0440\u0435\u0432\u043d\u043e\u0432\u0430\u043d\u0438\u0438 \u0443\u0447\u0430\u0441\u0442\u043d\u0438\u043a\u0438 \u043e\u0431\u0443\u0447\u0430\u043b\u0438 \u043c\u043e\u0434\u0435\u043b\u0438 \u0432 \u0440\u0430\u043c\u043a\u0430\u0445 \u0434\u0432\u0443\u0445 \u0442\u0440\u0435\u043a\u043e\u0432:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u041c\u0430\u0442\u0447\u0438\u043d\u0433 \u0442\u043e\u0432\u0430\u0440\u043e\u0432: \u0440\u0435\u0448\u0435\u043d\u0438\u0435 \u0434\u043b\u044f \u0443\u043b\u0443\u0447\u0448\u0435\u043d\u0438\u044f \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u0441\u043a\u043e\u0433\u043e \u043e\u043f\u044b\u0442\u0430 \u0438 \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u0438 \u0440\u0435\u0441\u0443\u0440\u0441\u043e\u0432.<\/li>\n\n\n\n<li>\u041c\u043e\u0434\u0435\u0440\u0430\u0446\u0438\u044f \u043a\u0430\u0440\u0442\u043e\u0447\u0435\u043a \u0442\u043e\u0432\u0430\u0440\u043e\u0432 \u0441 \u043f\u0440\u0438\u0437\u043d\u0430\u043a\u0430\u043c\u0438 \u043d\u0430\u0440\u0443\u0448\u0435\u043d\u0438\u0439 \u043f\u0440\u0430\u0432\u0438\u043b \u043f\u043b\u043e\u0449\u0430\u0434\u043a\u0438.<\/li>\n<\/ul>\n\n\n\n<blockquote class=\"wp-block-quote is-style-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u0414\u043b\u044f Ozon Tech \u044d\u0442\u043e \u043f\u0435\u0440\u0432\u043e\u0435 \u043c\u0435\u0440\u043e\u043f\u0440\u0438\u044f\u0442\u0438\u0435 \u0432 \u0442\u0430\u043a\u043e\u043c \u0444\u043e\u0440\u043c\u0430\u0442\u0435. \u041c\u044b \u0443\u0434\u0435\u043b\u0438\u043b\u0438 \u043c\u043d\u043e\u0433\u043e \u0432\u0440\u0435\u043c\u0435\u043d\u0438 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0435 \u0437\u0430\u0434\u0430\u043d\u0438\u0439 \u2014 \u0445\u043e\u0442\u0435\u043b\u043e\u0441\u044c \u043f\u0440\u0435\u0434\u043b\u043e\u0436\u0438\u0442\u044c \u0443\u0447\u0430\u0441\u0442\u043d\u0438\u043a\u0430\u043c \u043d\u0435 \u043f\u0440\u043e\u0441\u0442\u043e \u0438\u043d\u0442\u0435\u0440\u0435\u0441\u043d\u044b\u0435 \u043f\u0440\u043e\u0435\u043a\u0442\u044b, \u0430 \u0442\u0430\u043a\u0438\u0435, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0434\u0430\u043b\u0438 \u0431\u044b \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u043e \u0440\u0430\u0431\u043e\u0442\u0435 \u0432 Ozon.<\/p>\n<cite><strong>\u0420\u0435\u0433\u0438\u043d\u0430 \u0425\u0438\u0441\u043c\u0430\u0442\u0443\u043b\u043b\u0438\u043d\u0430, \u043c\u0435\u043d\u0435\u0434\u0436\u0435\u0440 \u043f\u043e \u0440\u0430\u0437\u0432\u0438\u0442\u0438\u044e \u0418\u0422-\u0431\u0440\u0435\u043d\u0434\u0430 \u0440\u0430\u0431\u043e\u0442\u043e\u0434\u0430\u0442\u0435\u043b\u044f, Ozon<\/strong><\/cite><\/blockquote>\n\n\n\n<p>Codenrock \u0434\u043b\u044f \u0441\u043e\u0440\u0435\u0432\u043d\u043e\u0432\u0430\u043d\u0438\u044f \u043f\u043e\u0434\u0433\u043e\u0442\u043e\u0432\u0438\u043b \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u0443 \u0434\u043b\u044f \u0440\u0430\u0431\u043e\u0442\u044b \u0441 \u043c\u0430\u0448\u0438\u043d\u043d\u044b\u043c \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435\u043c \u0438 \u043a\u043e\u043c\u043f\u044c\u044e\u0442\u0435\u0440\u043d\u044b\u043c \u0437\u0440\u0435\u043d\u0438\u0435\u043c, \u043f\u0440\u0438\u0432\u043b\u0435\u043a \u0441\u0438\u043b\u044c\u043d\u044b\u0435 \u043a\u043e\u043c\u0430\u043d\u0434\u044b \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u0438\u0441\u0442\u043e\u0432 \u043f\u043e Data Science, \u043f\u043e\u043c\u043e\u0433 \u043f\u043e\u0434\u0433\u043e\u0442\u043e\u0432\u0438\u0442\u044c \u0437\u0430\u0434\u0430\u0447\u0438 \u0438 \u043f\u043e\u0434\u0432\u0435\u0441\u0442\u0438 \u0438\u0442\u043e\u0433\u0438 \u0445\u0430\u043a\u0430\u0442\u043e\u043d\u0430. \u041f\u043e\u0434\u0440\u043e\u0431\u043d\u0435\u0435 \u043e \u0442\u043e\u043c, \u043a\u0430\u043a \u043f\u0440\u043e\u0448\u043b\u043e \u043c\u0435\u0440\u043e\u043f\u0440\u0438\u044f\u0442\u0438\u0435 \u2013 \u0432 \u044d\u0442\u043e\u043c \u043a\u0435\u0439\u0441\u0435.\u00a0<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u0420\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u044b \u0445\u0430\u043a\u0430\u0442\u043e\u043d\u0430<\/strong><\/h2>\n\n\n\n<p>\u041d\u0430 E-CUP \u0437\u0430\u0440\u0435\u0433\u0438\u0441\u0442\u0440\u0438\u0440\u043e\u0432\u0430\u043b\u0441\u044f 1781 \u0447\u0435\u043b\u043e\u0432\u0435\u043a. \u0423\u0447\u0430\u0441\u0442\u043d\u0438\u043a\u0438 \u0441\u0444\u043e\u0440\u043c\u0438\u0440\u043e\u0432\u0430\u043b\u0438 396 \u043a\u043e\u043c\u0430\u043d\u0434 \u0434\u043b\u044f \u043c\u0430\u0442\u0447\u0438\u043d\u0433\u0430 \u0442\u043e\u0432\u0430\u0440\u043e\u0432 \u0432 \u043f\u0435\u0440\u0432\u043e\u043c \u0442\u0440\u0435\u043a\u0435 \u0438 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0430\u043b\u0438 110 \u0440\u0435\u0448\u0435\u043d\u0438\u0439. 286 \u043a\u043e\u043c\u0430\u043d\u0434 \u0433\u043e\u0442\u043e\u0432\u0438\u043b\u0438 \u043f\u0440\u043e\u0435\u043a\u0442\u044b \u0432\u043e \u0432\u0442\u043e\u0440\u043e\u043c \u0442\u0440\u0435\u043a\u0435 \u0438 \u0441\u043e\u0437\u0434\u0430\u043b\u0438 99 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u043e\u0432 \u0434\u043b\u044f \u043c\u043e\u0434\u0435\u0440\u0430\u0446\u0438\u0438. 10 \u043a\u043e\u043c\u0430\u043d\u0434 \u043f\u043e\u043b\u0443\u0447\u0438\u043b\u0438 \u043f\u0440\u0438\u0433\u043b\u0430\u0448\u0435\u043d\u0438\u0435 \u043d\u0430 \u0444\u0438\u043d\u0430\u043b\u044c\u043d\u044b\u0439 \u043f\u0438\u0442\u0447\u0438\u043d\u0433, \u0433\u0434\u0435 \u0431\u044b\u043b\u0438 \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u044b \u043f\u043e\u0431\u0435\u0434\u0438\u0442\u0435\u043b\u0438.\u00a0<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><span itemprop=\"image\" itemscope itemtype=\"https:\/\/schema.org\/ImageObject\"><img itemprop=\"url image\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\"  data-src=\"https:\/\/cdn.codenrock.com\/wp-content\/uploads\/2025\/02\/image2-5-1024x576.png\" alt=\"\" class=\"wp-image-5774 lazyload\" data-srcset=\"https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image2-5-1024x576.png 1024w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image2-5-300x169.png 300w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image2-5-768x432.png 768w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image2-5-1536x864.png 1536w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image2-5-711x400.png 711w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image2-5-335x188.png 335w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image2-5.png 2000w\" data-sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" src=\"data:image\/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/576;\" \/><noscript><img itemprop=\"url image\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\"  src=\"https:\/\/cdn.codenrock.com\/wp-content\/uploads\/2025\/02\/image2-5-1024x576.png\" alt=\"\" class=\"wp-image-5774\" srcset=\"https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image2-5-1024x576.png 1024w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image2-5-300x169.png 300w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image2-5-768x432.png 768w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image2-5-1536x864.png 1536w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image2-5-711x400.png 711w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image2-5-335x188.png 335w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image2-5.png 2000w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/noscript><meta itemprop=\"width\" content=\"1024\"><meta itemprop=\"height\" content=\"576\"><\/span><\/figure>\n\n\n\n<p>\u0422\u0430\u043a\u0438\u0435 \u0446\u0438\u0444\u0440\u044b \u2014 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442 \u0433\u0440\u0430\u043c\u043e\u0442\u043d\u043e\u0433\u043e \u0438 \u043e\u043f\u0435\u0440\u0430\u0442\u0438\u0432\u043d\u043e\u0433\u043e \u0432\u0437\u0430\u0438\u043c\u043e\u0434\u0435\u0439\u0441\u0442\u0432\u0438\u044f \u043a\u043e\u043c\u0430\u043d\u0434 Ozon Tech \u0438 Codenrock.\u00a0<\/p>\n\n\n\n<p>\u0417\u0430 4 \u043c\u0435\u0441\u044f\u0446\u0430 \u0440\u0430\u0431\u043e\u0442\u044b \u043c\u044b:&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u043e\u0444\u043e\u0440\u043c\u0438\u043b\u0438 \u0437\u0430\u0434\u0430\u0447\u0438 \u0432 \u043f\u043e\u043d\u044f\u0442\u043d\u043e\u043c \u0443\u0447\u0430\u0441\u0442\u043d\u0438\u043a\u0430\u043c \u0432\u0438\u0434\u0435, \u043f\u043e\u0434\u0433\u043e\u0442\u043e\u0432\u0438\u043b\u0438 \u0438 \u0440\u0430\u0437\u043c\u0435\u0441\u0442\u0438\u043b\u0438 \u0434\u0430\u0442\u0430\u0441\u0435\u0442\u044b \u0438 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0430\u043b\u0438 baseline-\u0440\u0435\u0448\u0435\u043d\u0438\u0435;<\/li>\n\n\n\n<li>\u043d\u0430\u0441\u0442\u0440\u043e\u0438\u043b\u0438 ML-\u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u0443 \u0441 GitLab-\u0440\u0435\u043f\u043e\u0437\u0438\u0442\u043e\u0440\u0438\u0435\u043c \u0434\u043b\u044f \u043a\u0430\u0436\u0434\u043e\u0439 \u043a\u043e\u043c\u0430\u043d\u0434\u044b, \u0430\u0432\u0442\u043e\u0440\u0430\u0441\u0447\u0435\u0442\u043e\u043c \u0442\u043e\u0447\u043d\u043e\u0441\u0442\u0438 \u043c\u043e\u0434\u0435\u043b\u0438 \u043f\u043e \u0437\u0430\u0434\u0430\u043d\u043d\u044b\u043c \u043c\u0435\u0442\u0440\u0438\u043a\u0430\u043c, \u043b\u043e\u0433\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435\u043c \u0438 \u043e\u0442\u043f\u0440\u0430\u0432\u043a\u043e\u0439 \u043e\u0442\u0447\u0435\u0442\u043e\u0432 \u043d\u0430 \u043f\u043e\u0447\u0442\u0443;<\/li>\n\n\n\n<li>\u043c\u043e\u0434\u0435\u0440\u0438\u0440\u043e\u0432\u0430\u043b\u0438 \u043a\u043e\u043c\u043c\u0443\u043d\u0438\u043a\u0430\u0446\u0438\u044e \u0443\u0447\u0430\u0441\u0442\u043d\u0438\u043a\u043e\u0432 \u043d\u0430 \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u0435 \u0441 \u0446\u0435\u043b\u044c\u044e \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f \u043a\u043e\u043c\u0430\u043d\u0434. \u041a\u0443\u0440\u0430\u0442\u043e\u0440\u044b \u0445\u0430\u043a\u0430\u0442\u043e\u043d\u0430 \u043f\u043e\u043c\u043e\u0433\u0430\u043b\u0438 \u043a\u043e\u043d\u043a\u0443\u0440\u0441\u0430\u043d\u0442\u0430\u043c \u043d\u0430 \u0432\u0441\u0435\u0445 \u044d\u0442\u0430\u043f\u0430\u0445: \u043e\u0442 \u0440\u0435\u0433\u0438\u0441\u0442\u0440\u0430\u0446\u0438\u0438 \u0434\u043e \u0437\u0430\u0433\u0440\u0443\u0437\u043a\u0438 \u0440\u0435\u0448\u0435\u043d\u0438\u0439 \u0438 \u0432\u044b\u0441\u0442\u0443\u043f\u043b\u0435\u043d\u0438\u044f \u043d\u0430 \u043f\u0438\u0442\u0447\u0438\u043d\u0433\u0435;<\/li>\n\n\n\n<li>\u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0430\u043b\u0438 <a href=\"https:\/\/e-cup-ozon.ru\/\">\u043b\u0435\u043d\u0434\u0438\u043d\u0433<\/a> \u043c\u0435\u0440\u043e\u043f\u0440\u0438\u044f\u0442\u0438\u044f \u0438 \u0437\u0430\u043f\u0443\u0441\u0442\u0438\u043b\u0438 \u0440\u0435\u043a\u043b\u0430\u043c\u043d\u0443\u044e \u043a\u0430\u043c\u043f\u0430\u043d\u0438\u044e \u043d\u0430 \u043f\u0440\u0438\u0432\u043b\u0435\u0447\u0435\u043d\u0438\u0435 DS-\u0441\u043f\u0435\u0446\u0438\u0430\u043b\u0438\u0441\u0442\u043e\u0432.\u00a0<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><span itemprop=\"image\" itemscope itemtype=\"https:\/\/schema.org\/ImageObject\"><img itemprop=\"url image\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"548\"  data-src=\"https:\/\/cdn.codenrock.com\/wp-content\/uploads\/2025\/02\/image3-5-1024x548.png\" alt=\"\" class=\"wp-image-5775 lazyload\" data-srcset=\"https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image3-5-1024x548.png 1024w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image3-5-300x160.png 300w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image3-5-768x411.png 768w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image3-5-748x400.png 748w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image3-5.png 1430w\" data-sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" src=\"data:image\/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/548;\" \/><noscript><img itemprop=\"url image\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"548\"  src=\"https:\/\/cdn.codenrock.com\/wp-content\/uploads\/2025\/02\/image3-5-1024x548.png\" alt=\"\" class=\"wp-image-5775\" srcset=\"https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image3-5-1024x548.png 1024w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image3-5-300x160.png 300w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image3-5-768x411.png 768w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image3-5-748x400.png 748w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image3-5.png 1430w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/noscript><meta itemprop=\"width\" content=\"1024\"><meta itemprop=\"height\" content=\"548\"><\/span><\/figure>\n\n\n\n<p>\u0422\u0430\u043a\u0436\u0435 \u0432\u043c\u0435\u0441\u0442\u0435 \u0441 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u0438\u0442\u0435\u043b\u044f\u043c\u0438 Ozon Tech \u043c\u044b \u0433\u043e\u0442\u043e\u0432\u0438\u043b\u0438 \u043d\u043e\u0432\u043e\u0441\u0442\u043d\u043e\u0439 \u0438 <a href=\"https:\/\/codenrock.com\/blog\/ml-speczialisty-ozon-tech-o-modelyah-i-sovetah-v-preddverii-e-cup\/\">\u043e\u0431\u0440\u0430\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u0439 \u043a\u043e\u043d\u0442\u0435\u043d\u0442<\/a> \u0434\u043b\u044f \u0441\u043e\u0446\u0441\u0435\u0442\u0435\u0439 E-CUP.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-style-thumbs-up is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u041a\u043e\u043c\u0430\u043d\u0434\u0430 Codenrock \u043e\u043f\u0435\u0440\u0430\u0442\u0438\u0432\u043d\u043e \u043e\u0442\u0432\u0435\u0447\u0430\u043b\u0430 \u0438 \u0431\u044b\u043b\u0430 \u043d\u0430 \u0441\u0432\u044f\u0437\u0438 \u0432\u0441\u0435 \u0432\u0440\u0435\u043c\u044f. \u0420\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u044b \u0440\u0435\u043a\u043b\u0430\u043c\u043d\u043e\u0439 \u043a\u0430\u043c\u043f\u0430\u043d\u0438\u0438 \u043e\u0442\u043b\u0438\u0447\u043d\u044b\u0435, \u043f\u0440\u043e\u0444\u0438\u043b\u044c\u043d\u0430\u044f \u0430\u0443\u0434\u0438\u0442\u043e\u0440\u0438\u044f. \u0414\u0438\u0437\u0430\u0439\u043d-\u043e\u0442\u0434\u0435\u043b \u0442\u0430\u043a\u0436\u0435 \u0441\u0440\u0430\u0431\u043e\u0442\u0430\u043b \u043e\u043f\u0435\u0440\u0430\u0442\u0438\u0432\u043d\u043e, \u043f\u0440\u0430\u0432\u043e\u043a \u0431\u044b\u043b\u043e \u043c\u0438\u043d\u0438\u043c\u0443\u043c.<\/p>\n<cite><strong>\u0420\u0435\u0433\u0438\u043d\u0430 \u0425\u0438\u0441\u043c\u0430\u0442\u0443\u043b\u043b\u0438\u043d\u0430, \u043c\u0435\u043d\u0435\u0434\u0436\u0435\u0440 \u043f\u043e \u0440\u0430\u0437\u0432\u0438\u0442\u0438\u044e \u0418\u0422-\u0431\u0440\u0435\u043d\u0434\u0430 \u0440\u0430\u0431\u043e\u0442\u043e\u0434\u0430\u0442\u0435\u043b\u044f, Ozon<\/strong><\/cite><\/blockquote>\n\n\n\n<figure class=\"wp-block-image size-large\"><span itemprop=\"image\" itemscope itemtype=\"https:\/\/schema.org\/ImageObject\"><img itemprop=\"url image\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"501\"  data-src=\"https:\/\/cdn.codenrock.com\/wp-content\/uploads\/2025\/02\/image4-6-1024x501.png\" alt=\"\" class=\"wp-image-5776 lazyload\" data-srcset=\"https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image4-6-1024x501.png 1024w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image4-6-300x147.png 300w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image4-6-768x376.png 768w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image4-6-1536x751.png 1536w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image4-6-818x400.png 818w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image4-6.png 2000w\" data-sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" src=\"data:image\/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/501;\" \/><noscript><img itemprop=\"url image\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"501\"  src=\"https:\/\/cdn.codenrock.com\/wp-content\/uploads\/2025\/02\/image4-6-1024x501.png\" alt=\"\" class=\"wp-image-5776\" srcset=\"https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image4-6-1024x501.png 1024w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image4-6-300x147.png 300w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image4-6-768x376.png 768w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image4-6-1536x751.png 1536w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image4-6-818x400.png 818w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image4-6.png 2000w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/noscript><meta itemprop=\"width\" content=\"1024\"><meta itemprop=\"height\" content=\"501\"><\/span><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u041a\u043e\u043d\u0442\u0435\u0441\u0442: \u043a\u043e\u043c\u0430\u043d\u0434\u044b \u0438 \u0437\u0430\u0434\u0430\u0447\u0438<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u0417\u0430\u0434\u0430\u0447\u0430 \u043f\u0435\u0440\u0432\u043e\u0433\u043e \u0442\u0440\u0435\u043a\u0430: \u043c\u0430\u0442\u0447\u0438\u043d\u0433 \u0442\u043e\u0432\u0430\u0440\u043e\u0432<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-image size-large\"><span itemprop=\"image\" itemscope itemtype=\"https:\/\/schema.org\/ImageObject\"><img itemprop=\"url image\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"409\"  data-src=\"https:\/\/cdn.codenrock.com\/wp-content\/uploads\/2025\/02\/1216_486-3_8a7554c4-1024x409.png\" alt=\"\" class=\"wp-image-5777 lazyload\" data-srcset=\"https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/1216_486-3_8a7554c4-1024x409.png 1024w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/1216_486-3_8a7554c4-300x120.png 300w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/1216_486-3_8a7554c4-768x307.png 768w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/1216_486-3_8a7554c4-1536x614.png 1536w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/1216_486-3_8a7554c4-870x348.png 870w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/1216_486-3_8a7554c4.png 1824w\" data-sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" src=\"data:image\/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/409;\" \/><noscript><img itemprop=\"url image\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"409\"  src=\"https:\/\/cdn.codenrock.com\/wp-content\/uploads\/2025\/02\/1216_486-3_8a7554c4-1024x409.png\" alt=\"\" class=\"wp-image-5777\" srcset=\"https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/1216_486-3_8a7554c4-1024x409.png 1024w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/1216_486-3_8a7554c4-300x120.png 300w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/1216_486-3_8a7554c4-768x307.png 768w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/1216_486-3_8a7554c4-1536x614.png 1536w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/1216_486-3_8a7554c4-870x348.png 870w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/1216_486-3_8a7554c4.png 1824w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/noscript><meta itemprop=\"width\" content=\"1024\"><meta itemprop=\"height\" content=\"409\"><\/span><\/figure>\n\n\n\n<p><strong>\u2b50\ufe0f \u0417\u0430\u0434\u0430\u0447\u0430:<\/strong> \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0430\u0442\u044c ML\u2013\u043c\u043e\u0434\u0435\u043b\u044c \u0434\u043b\u044f \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u044f \u0441\u0445\u043e\u0436\u0435\u0441\u0442\u0438 \u0442\u043e\u0432\u0430\u0440\u043e\u0432 \u043f\u043e \u043d\u0430\u0437\u0432\u0430\u043d\u0438\u044f\u043c, \u0430\u0442\u0440\u0438\u0431\u0443\u0442\u0430\u043c \u0438 \u043a\u0430\u0440\u0442\u0438\u043d\u043a\u0430\u043c.<\/p>\n\n\n\n<p>\ud83c\udfaf <strong>\u0426\u0435\u043b\u0438: <\/strong>\u0443\u043b\u0443\u0447\u0448\u0438\u0442\u044c \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u0441\u043a\u0438\u0439 \u043e\u043f\u044b\u0442 \u043a\u043b\u0438\u0435\u043d\u0442\u043e\u0432 Ozon, \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0440\u0435\u0441\u0443\u0440\u0441\u044b \u0438 \u043c\u0438\u043d\u0438\u043c\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0440\u0430\u0441\u0445\u043e\u0434\u044b \u043d\u0430 \u0441\u0435\u0440\u0432\u0435\u0440\u043d\u043e\u0435 \u043e\u0431\u043e\u0440\u0443\u0434\u043e\u0432\u0430\u043d\u0438\u0435.<\/p>\n\n\n\n<p>\u270f\ufe0f <strong>\u041a\u043e\u043d\u0442\u0435\u043a\u0441\u0442:<\/strong> \u043f\u0440\u0438 \u043f\u0440\u043e\u0441\u043c\u043e\u0442\u0440\u0435 \u0442\u043e\u0432\u0430\u0440\u043e\u0432 \u0441\u0438\u0441\u0442\u0435\u043c\u0430 \u043f\u043e\u043a\u0430\u0437\u044b\u0432\u0430\u0435\u0442 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044e \u0430\u043d\u0430\u043b\u043e\u0433\u0438\u0447\u043d\u044b\u0435 \u043f\u0440\u0435\u0434\u043b\u043e\u0436\u0435\u043d\u0438\u044f \u0434\u0440\u0443\u0433\u0438\u0445 \u043f\u0440\u043e\u0434\u0430\u0432\u0446\u043e\u0432. \u041c\u0430\u0442\u0447\u0438\u043d\u0433 \u043f\u043e\u043c\u043e\u0433\u0430\u0435\u0442 \u043d\u0430\u0439\u0442\u0438 \u0442\u043e\u0432\u0430\u0440 \u0441 \u0431\u043e\u043b\u0435\u0435 \u0432\u044b\u0441\u043e\u043a\u0438\u043c \u0440\u0435\u0439\u0442\u0438\u043d\u0433\u043e\u043c, \u043d\u0438\u0437\u043a\u043e\u0439 \u0446\u0435\u043d\u043e\u0439 \u0438 \u0431\u044b\u0441\u0442\u0440\u043e\u0439 \u0434\u043e\u0441\u0442\u0430\u0432\u043a\u043e\u0439. \u042d\u0442\u043e \u043e\u0441\u043e\u0431\u0435\u043d\u043d\u043e \u0446\u0435\u043d\u043d\u043e, \u043a\u043e\u0433\u0434\u0430 \u0442\u043e\u0432\u0430\u0440, \u0434\u043e\u0431\u0430\u0432\u043b\u0435\u043d\u043d\u044b\u0439 \u0432 \u043a\u043e\u0440\u0437\u0438\u043d\u0443, \u043d\u043e \u043d\u0435 \u0432\u044b\u043a\u0443\u043f\u043b\u0435\u043d\u043d\u044b\u0439, \u0440\u0430\u0441\u043f\u0440\u043e\u0434\u0430\u043d.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><span itemprop=\"image\" itemscope itemtype=\"https:\/\/schema.org\/ImageObject\"><img itemprop=\"url image\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"554\"  data-src=\"https:\/\/cdn.codenrock.com\/wp-content\/uploads\/2025\/02\/image5-5-1024x554.png\" alt=\"\" class=\"wp-image-5779 lazyload\" data-srcset=\"https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image5-5-1024x554.png 1024w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image5-5-300x162.png 300w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image5-5-768x416.png 768w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image5-5-1536x831.png 1536w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image5-5-739x400.png 739w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image5-5.png 1920w\" data-sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" src=\"data:image\/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/554;\" \/><noscript><img itemprop=\"url image\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"554\"  src=\"https:\/\/cdn.codenrock.com\/wp-content\/uploads\/2025\/02\/image5-5-1024x554.png\" alt=\"\" class=\"wp-image-5779\" srcset=\"https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image5-5-1024x554.png 1024w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image5-5-300x162.png 300w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image5-5-768x416.png 768w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image5-5-1536x831.png 1536w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image5-5-739x400.png 739w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image5-5.png 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/noscript><meta itemprop=\"width\" content=\"1024\"><meta itemprop=\"height\" content=\"554\"><\/span><\/figure>\n\n\n\n<p>\ud83d\udcc2 <strong>\u041a\u043b\u044e\u0447\u0435\u0432\u044b\u0435 \u0434\u0430\u043d\u043d\u044b\u0435 \u0434\u043b\u044f \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f ML-\u043c\u043e\u0434\u0435\u043b\u0438:<\/strong> \u043d\u0430\u0437\u0432\u0430\u043d\u0438\u0435 \u0442\u043e\u0432\u0430\u0440\u0430, \u0433\u043e\u0442\u043e\u0432\u044b\u0435 \u044d\u043c\u0431\u0435\u0434\u0434\u0438\u043d\u0433\u0438 \u043a\u0430\u0440\u0442\u0438\u043d\u043e\u043a \u0438 \u0430\u0442\u0440\u0438\u0431\u0443\u0442\u044b.&nbsp;<\/p>\n\n\n\n<p>\u042d\u0442\u0438 \u0434\u0430\u043d\u043d\u044b\u0435 \u0444\u043e\u0440\u043c\u0438\u0440\u0443\u044e\u0442 \u043f\u0440\u0438\u0437\u043d\u0430\u043a\u043e\u0432\u043e\u0435 \u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u0441\u0442\u0432\u043e \u0434\u043b\u044f \u0440\u0435\u0448\u0435\u043d\u0438\u044f \u0437\u0430\u0434\u0430\u0447\u0438 \u0431\u0438\u043d\u0430\u0440\u043d\u043e\u0439 \u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438. \u041e\u043d\u0430 \u043e\u0442\u0432\u0435\u0447\u0430\u0435\u0442 \u043d\u0430 \u0432\u043e\u043f\u0440\u043e\u0441: \u044f\u0432\u043b\u044f\u044e\u0442\u0441\u044f \u0434\u0432\u0430 \u0442\u043e\u0432\u0430\u0440\u0430 \u0438\u0434\u0435\u043d\u0442\u0438\u0447\u043d\u044b\u043c\u0438 \u0438\u043b\u0438 \u043d\u0435\u0442.<\/p>\n\n\n\n<p>\u0426\u0435\u043b\u0435\u0432\u0430\u044f \u043c\u0435\u0442\u0440\u0438\u043a\u0430 \u0437\u0430\u0434\u0430\u0447\u0438 \u2014 PR AUC. \u041e\u043d\u0430 \u0445\u043e\u0440\u043e\u0448\u043e \u043e\u0442\u0440\u0430\u0436\u0430\u0435\u0442 \u0436\u0435\u043b\u0430\u043d\u0438\u0435 \u043a\u043e\u043c\u0430\u043d\u0434\u044b \u043f\u043e\u0432\u044b\u0448\u0430\u0442\u044c \u043f\u043e\u043b\u043d\u043e\u0442\u0443, \u043d\u0435 \u0436\u0435\u0440\u0442\u0432\u0443\u044f \u0442\u043e\u0447\u043d\u043e\u0441\u0442\u044c\u044e.&nbsp;&nbsp;<\/p>\n\n\n\n<p>\u0414\u043b\u044f \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f \u043c\u043e\u0434\u0435\u043b\u0435\u0439 \u0443\u0447\u0430\u0441\u0442\u043d\u0438\u043a\u0430\u043c \u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u043b\u044f\u043b\u0441\u044f \u0434\u0430\u0442\u0430\u0441\u0435\u0442, \u0441\u043e\u0434\u0435\u0440\u0436\u0430\u0449\u0438\u0439 20 \u0442\u043e\u0432\u0430\u0440\u043d\u044b\u0445 \u043a\u0430\u0442\u0435\u0433\u043e\u0440\u0438\u0439. \u0414\u043b\u044f \u043f\u043e\u043b\u0443\u0447\u0435\u043d\u0438\u044f \u0440\u0430\u0437\u043c\u0435\u0442\u043a\u0438 \u0434\u0430\u043d\u043d\u044b\u0445 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043b\u0441\u044f \u043a\u0440\u0430\u0443\u0434-\u0441\u0435\u0440\u0432\u0438\u0441 Ozon Profit. \u0412 \u043d\u0451\u043c \u043b\u044e\u0434\u0438 \u0438\u0437\u0443\u0447\u0430\u043b\u0438 \u043f\u0430\u0440\u044b \u0442\u043e\u0432\u0430\u0440\u043e\u0432 \u0438 \u043f\u0440\u043e\u0441\u0442\u0430\u0432\u043b\u044f\u043b\u0438 \u043e\u0442\u043c\u0435\u0442\u043a\u0443: 1 \u2014 \u043c\u0430\u0442\u0447, 0 \u2014 \u043d\u0435 \u043c\u0430\u0442\u0447.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u0417\u0430\u0434\u0430\u0447\u0430 \u0432\u0442\u043e\u0440\u043e\u0433\u043e \u0442\u0440\u0435\u043a\u0430: \u043c\u043e\u0434\u0435\u0440\u0430\u0446\u0438\u044f \u043a\u0430\u0440\u0442\u043e\u0447\u0435\u043a \u0442\u043e\u0432\u0430\u0440\u043e\u0432<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-image size-large\"><span itemprop=\"image\" itemscope itemtype=\"https:\/\/schema.org\/ImageObject\"><img itemprop=\"url image\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"409\"  data-src=\"https:\/\/cdn.codenrock.com\/wp-content\/uploads\/2025\/02\/1216_486-4_aeaff1f2-1024x409.png\" alt=\"\" class=\"wp-image-5778 lazyload\" data-srcset=\"https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/1216_486-4_aeaff1f2-1024x409.png 1024w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/1216_486-4_aeaff1f2-300x120.png 300w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/1216_486-4_aeaff1f2-768x307.png 768w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/1216_486-4_aeaff1f2-1536x614.png 1536w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/1216_486-4_aeaff1f2-870x348.png 870w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/1216_486-4_aeaff1f2.png 1824w\" data-sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" src=\"data:image\/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/409;\" \/><noscript><img itemprop=\"url image\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"409\"  src=\"https:\/\/cdn.codenrock.com\/wp-content\/uploads\/2025\/02\/1216_486-4_aeaff1f2-1024x409.png\" alt=\"\" class=\"wp-image-5778\" srcset=\"https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/1216_486-4_aeaff1f2-1024x409.png 1024w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/1216_486-4_aeaff1f2-300x120.png 300w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/1216_486-4_aeaff1f2-768x307.png 768w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/1216_486-4_aeaff1f2-1536x614.png 1536w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/1216_486-4_aeaff1f2-870x348.png 870w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/1216_486-4_aeaff1f2.png 1824w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/noscript><meta itemprop=\"width\" content=\"1024\"><meta itemprop=\"height\" content=\"409\"><\/span><\/figure>\n\n\n\n<p><strong>\u2b50\ufe0f \u0417\u0430\u0434\u0430\u0447\u0430:<\/strong> \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0430\u0442\u044c ML-\u043c\u043e\u0434\u0435\u043b\u044c \u0434\u043b\u044f \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u044f \u0430\u043a\u0442\u0430 \u043a\u0443\u0440\u0435\u043d\u0438\u044f \u0438\u043b\u0438 \u0442\u0430\u0431\u0430\u0447\u043d\u044b\u0445 \u0438\u0437\u0434\u0435\u043b\u0438\u0439 \u043d\u0430 \u0444\u043e\u0442\u043e \u0441 \u0434\u043e\u043b\u0435\u0439 \u0442\u043e\u0447\u043d\u043e\u0441\u0442\u0438 &gt; 95%.<\/p>\n\n\n\n<p>\ud83c\udfaf <strong>\u0426\u0435\u043b\u0438:<\/strong> \u0443\u0441\u0438\u043b\u0438\u0442\u044c \u043c\u043e\u0434\u0435\u0440\u0430\u0446\u0438\u044e \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0439 \u043d\u0430 \u043f\u0440\u0435\u0434\u043c\u0435\u0442 \u043d\u0430\u0440\u0443\u0448\u0435\u043d\u0438\u044f \u043f\u0440\u0430\u0432\u0438\u043b \u043c\u0430\u0440\u043a\u0435\u0442\u043f\u043b\u0435\u0439\u0441\u0430, \u043f\u043e\u0432\u044b\u0441\u0438\u0442\u044c \u0443\u0440\u043e\u0432\u0435\u043d\u044c \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u043e\u0441\u0442\u0438 \u043f\u043e\u0438\u0441\u043a\u0430 \u0434\u043b\u044f \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u0435\u0439.<\/p>\n\n\n\n<p>\u270f\ufe0f <strong>\u041a\u043e\u043d\u0442\u0435\u043a\u0441\u0442: <\/strong>\u0433\u043b\u0430\u0432\u043d\u0430\u044f \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0430 \u043c\u043e\u0434\u0435\u0440\u0430\u0446\u0438\u0438 \u0444\u043e\u0442\u043e \u2014 \u0440\u0430\u0437\u043d\u043e\u043e\u0431\u0440\u0430\u0437\u0438\u0435 \u0442\u043e\u0432\u0430\u0440\u043e\u0432 \u0438 \u0432\u0438\u0434\u043e\u0432 \u043a\u0443\u0440\u0435\u043d\u0438\u044f. \u042d\u0442\u043e \u043d\u0435\u043f\u043e\u0441\u0440\u0435\u0434\u0441\u0442\u0432\u0435\u043d\u043d\u043e \u0441\u0438\u0433\u0430\u0440\u0435\u0442\u044b, \u043d\u0430\u0440\u0438\u0441\u043e\u0432\u0430\u043d\u043d\u044b\u0435 \u043a\u0430\u0440\u0442\u0438\u043d\u043a\u0438 \u043d\u0430 \u043e\u0434\u0435\u0436\u0434\u0435 \u0438 \u0432\u0435\u0449\u0430\u0445 \u0431\u044b\u0442\u0430, \u0441\u0443\u0432\u0435\u043d\u0438\u0440\u044b, \u043f\u043e\u0441\u0442\u0435\u0440\u044b. \u0422\u0430\u043a, \u043f\u043e\u0440\u0442\u0441\u0438\u0433\u0430\u0440\u044b \u0438 \u043f\u0435\u043f\u0435\u043b\u044c\u043d\u0438\u0446\u044b \u0447\u0430\u0441\u0442\u043e \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0430\u044e\u0442\u0441\u044f \u0441 \u0441\u0438\u0433\u0430\u0440\u0435\u0442\u0430\u043c\u0438, \u043d\u043e \u043e\u043d\u0438 \u043d\u0435 \u0434\u043e\u043b\u0436\u043d\u044b \u043e\u0442\u043d\u043e\u0441\u0438\u0442\u044c\u0441\u044f \u043a \u0437\u0430\u043f\u0440\u0435\u0449\u0451\u043d\u043d\u043e\u0439 \u043a\u0430\u0442\u0435\u0433\u043e\u0440\u0438\u0438. \u0422\u0430\u043a\u0436\u0435 \u0441\u043b\u043e\u0436\u043d\u043e\u0441\u0442\u0438 \u0434\u0435\u0442\u0435\u043a\u0446\u0438\u0438 \u0432\u044b\u0437\u044b\u0432\u0430\u0435\u0442 \u043c\u0430\u043b\u0435\u043d\u044c\u043a\u0438\u0439 \u0440\u0430\u0437\u043c\u0435\u0440 \u043e\u0431\u044a\u0435\u043a\u0442\u043e\u0432. \u0421\u0438\u0441\u0442\u0435\u043c\u0430 \u043d\u0435 \u0434\u043e\u043b\u0436\u043d\u0430 \u0440\u0430\u0441\u043f\u043e\u0437\u043d\u0430\u0432\u0430\u0442\u044c \u0447\u0435\u043b\u043e\u0432\u0435\u043a\u0430, \u0434\u0435\u0440\u0436\u0430\u0449\u0435\u0433\u043e \u0440\u0443\u043a\u0443 \u0443 \u043b\u0438\u0446\u0430, \u043a\u0430\u043a \u043a\u0443\u0440\u044f\u0449\u0435\u0433\u043e.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><span itemprop=\"image\" itemscope itemtype=\"https:\/\/schema.org\/ImageObject\"><img itemprop=\"url image\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"554\"  data-src=\"https:\/\/cdn.codenrock.com\/wp-content\/uploads\/2025\/02\/image6-3-1024x554.png\" alt=\"\" class=\"wp-image-5780 lazyload\" data-srcset=\"https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image6-3-1024x554.png 1024w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image6-3-300x162.png 300w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image6-3-768x416.png 768w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image6-3-1536x831.png 1536w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image6-3-739x400.png 739w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image6-3.png 1920w\" data-sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" src=\"data:image\/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/554;\" \/><noscript><img itemprop=\"url image\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"554\"  src=\"https:\/\/cdn.codenrock.com\/wp-content\/uploads\/2025\/02\/image6-3-1024x554.png\" alt=\"\" class=\"wp-image-5780\" srcset=\"https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image6-3-1024x554.png 1024w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image6-3-300x162.png 300w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image6-3-768x416.png 768w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image6-3-1536x831.png 1536w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image6-3-739x400.png 739w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image6-3.png 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/noscript><meta itemprop=\"width\" content=\"1024\"><meta itemprop=\"height\" content=\"554\"><\/span><\/figure>\n\n\n\n<p>\ud83d\udcc2 <strong>\u041a\u043b\u044e\u0447\u0435\u0432\u044b\u0435 \u0434\u0430\u043d\u043d\u044b\u0435 \u0434\u043b\u044f \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f ML-\u043c\u043e\u0434\u0435\u043b\u0438: <\/strong>\u0432\u0440\u0443\u0447\u043d\u0443\u044e \u0440\u0430\u0437\u043c\u0435\u0447\u0435\u043d\u043d\u044b\u0439 \u0434\u0430\u0442\u0430\u0441\u0435\u0442 \u0441 \u0434\u0432\u0443\u043c\u044f \u0433\u0440\u0443\u043f\u043f\u0430\u043c\u0438 \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0439 \u2014 \u0441 \u0430\u043a\u0442\u043e\u043c \u043a\u0443\u0440\u0435\u043d\u0438\u044f \u0438 \u0431\u0435\u0437.&nbsp;&nbsp;&nbsp;<\/p>\n\n\n\n<p>\u0413\u043b\u0430\u0432\u043d\u0430\u044f \u043c\u0435\u0442\u0440\u0438\u043a\u0430 \u2014 Precision. \u041f\u043e\u043a\u0430\u0437\u0430\u0442\u0435\u043b\u044c \u0434\u043e\u043b\u0436\u0435\u043d \u0431\u044b\u0442\u044c \u043d\u0435 \u043d\u0438\u0436\u0435 95%, \u0447\u0442\u043e\u0431\u044b \u043d\u0435 \u043e\u0442\u043d\u043e\u0441\u0438\u0442\u044c \u043a \u043a\u0430\u0442\u0435\u0433\u043e\u0440\u0438\u0438 \u00ab\u041a\u0443\u0440\u0435\u043d\u0438\u0435\u00bb \u043e\u0431\u044b\u0447\u043d\u044b\u0435 \u0442\u043e\u0432\u0430\u0440\u044b. \u0422\u0430\u043a\u0436\u0435 \u043e\u0446\u0435\u043d\u0438\u0432\u0430\u043b\u0441\u044f Recall \u0434\u043b\u044f \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u044f \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0430 \u043c\u043e\u0434\u0435\u043b\u0438. \u0423\u0447\u0438\u0442\u044b\u0432\u0430\u043b\u0430\u0441\u044c \u0438 \u0441\u043a\u043e\u0440\u043e\u0441\u0442\u044c \u0440\u0430\u0431\u043e\u0442\u044b \u043c\u043e\u0434\u0435\u043b\u0438 \u2014 \u0443\u0447\u0430\u0441\u0442\u043d\u0438\u043a\u0438 \u0441\u0442\u0440\u0435\u043c\u0438\u043b\u0438\u0441\u044c \u043a \u043f\u043e\u043a\u0430\u0437\u0430\u0442\u0435\u043b\u044e 1 000 RPS.&nbsp;&nbsp;&nbsp;<\/p>\n\n\n\n<p>\u041a\u043e\u043c\u0430\u043d\u0434\u044b \u044d\u043a\u0441\u043f\u0435\u0440\u0442\u043e\u0432 Ozon Tech \u043d\u0430 \u043f\u0440\u043e\u0442\u044f\u0436\u0435\u043d\u0438\u0438 \u0432\u0441\u0435\u0433\u043e \u0441\u043e\u0440\u0435\u0432\u043d\u043e\u0432\u0430\u043d\u0438\u044f \u043f\u043e\u043c\u043e\u0433\u0430\u043b\u0438 \u0443\u0447\u0430\u0441\u0442\u043d\u0438\u043a\u0430\u043c. \u0420\u0430\u0437\u0431\u0438\u0440\u0430\u043b\u0438 \u0443\u0441\u043b\u043e\u0432\u0438\u044f, \u043d\u044e\u0430\u043d\u0441\u044b \u0437\u0430\u0434\u0430\u0447 \u0438 \u0434\u0440\u0443\u0433\u0438\u0435 \u0432\u043e\u043f\u0440\u043e\u0441\u044b \u0432 \u0447\u0430\u0442\u0430\u0445 \u0438 \u043d\u0430 \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u044c\u043d\u044b\u0445 Q&amp;A-\u0441\u0435\u0441\u0441\u0438\u044f\u0445. \u0410 \u0435\u0449\u0451 \u044d\u043a\u0441\u043f\u0435\u0440\u0442\u044b \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u043b\u0438 \u0440\u0435\u0448\u0435\u043d\u0438\u044f \u043a\u043e\u043c\u0430\u043d\u0434.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u041f\u0440\u043e\u0432\u0435\u0434\u0435\u043d\u0438\u0435 \u0441\u043e\u0440\u0435\u0432\u043d\u043e\u0432\u0430\u043d\u0438\u044f<\/strong><\/h2>\n\n\n\n<p>\u041d\u0430 \u043f\u0435\u0440\u0432\u043e\u043c \u044d\u0442\u0430\u043f\u0435 E-CUP \u043a\u0430\u0436\u0434\u0430\u044f \u0438\u0437 \u043a\u043e\u043c\u0430\u043d\u0434 \u0440\u0435\u0448\u0430\u043b\u0430 \u043e\u0434\u043d\u0443 \u0438\u0437 \u0434\u0432\u0443\u0445 \u0437\u0430\u0434\u0430\u0447. \u0423\u0447\u0430\u0441\u0442\u043d\u0438\u043a\u0438 \u043f\u043e\u0434\u0442\u0432\u0435\u0440\u0436\u0434\u0430\u043b\u0438 \u0441\u0432\u043e\u0439 \u0432\u044b\u0431\u043e\u0440 \u043d\u0430 \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u0435, \u043f\u043e\u0441\u043b\u0435 \u0447\u0435\u0433\u043e \u043f\u043e\u043b\u0443\u0447\u0430\u043b\u0438 \u0434\u043e\u0441\u0442\u0443\u043f \u043a \u0440\u0435\u043f\u043e\u0437\u0438\u0442\u043e\u0440\u0438\u044e GitLab, \u0433\u0434\u0435 \u0431\u044b\u043b\u043e \u0440\u0430\u0437\u043c\u0435\u0449\u0435\u043d\u043e baseline-\u0440\u0435\u0448\u0435\u043d\u0438\u0435. \u041a\u043e\u043d\u043a\u0443\u0440\u0441\u0430\u043d\u0442\u044b \u043c\u043e\u0433\u043b\u0438 \u0434\u043e\u0440\u0430\u0431\u043e\u0442\u0430\u0442\u044c \u0435\u0433\u043e \u0438\u043b\u0438 \u0437\u0430\u0433\u0440\u0443\u0437\u0438\u0442\u044c \u0441\u043e\u0431\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0439 \u043f\u0440\u043e\u0435\u043a\u0442.&nbsp;<\/p>\n\n\n\n<p>\u0422\u0430\u043a\u0436\u0435 \u0431\u044b\u043b\u043e \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e \u043f\u043e\u0434\u0433\u043e\u0442\u043e\u0432\u0438\u0442\u044c \u0444\u0430\u0439\u043b README \u0441 \u043e\u043f\u0438\u0441\u0430\u043d\u0438\u0435\u043c \u0441\u0430\u043c\u043e\u0433\u043e \u0440\u0435\u0448\u0435\u043d\u0438\u044f, \u0438\u043d\u0441\u0442\u0440\u0443\u043a\u0446\u0438\u0435\u0439 \u043f\u043e \u0437\u0430\u043f\u0443\u0441\u043a\u0443 \u043f\u0430\u0439\u043f\u043b\u0430\u0439\u043d\u0430 \u043f\u043e\u0434\u0433\u043e\u0442\u043e\u0432\u043a\u0438 \u0434\u0430\u043d\u043d\u044b\u0445, \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f \u043c\u043e\u0434\u0435\u043b\u0438 \u0438 \u0435\u0435 \u043f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u0438\u044f. \u0423\u0447\u0430\u0441\u0442\u043d\u0438\u043a\u0438 \u043c\u043e\u0433\u043b\u0438 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u043b\u044e\u0431\u044b\u0435 \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0438 \u0432 \u043e\u0442\u043a\u0440\u044b\u0442\u043e\u043c \u0434\u043e\u0441\u0442\u0443\u043f\u0435. \u042f\u0437\u044b\u043a \u043f\u0440\u043e\u0435\u043a\u0442\u0430 \u2013 Python.&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><span itemprop=\"image\" itemscope itemtype=\"https:\/\/schema.org\/ImageObject\"><img itemprop=\"url image\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\"  data-src=\"https:\/\/cdn.codenrock.com\/wp-content\/uploads\/2025\/02\/image7-2-1024x576.png\" alt=\"\" class=\"wp-image-5781 lazyload\" data-srcset=\"https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image7-2-1024x576.png 1024w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image7-2-300x169.png 300w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image7-2-768x432.png 768w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image7-2-1536x864.png 1536w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image7-2-711x400.png 711w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image7-2-335x188.png 335w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image7-2.png 2000w\" data-sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" src=\"data:image\/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/576;\" \/><noscript><img itemprop=\"url image\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\"  src=\"https:\/\/cdn.codenrock.com\/wp-content\/uploads\/2025\/02\/image7-2-1024x576.png\" alt=\"\" class=\"wp-image-5781\" srcset=\"https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image7-2-1024x576.png 1024w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image7-2-300x169.png 300w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image7-2-768x432.png 768w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image7-2-1536x864.png 1536w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image7-2-711x400.png 711w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image7-2-335x188.png 335w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image7-2.png 2000w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/noscript><meta itemprop=\"width\" content=\"1024\"><meta itemprop=\"height\" content=\"576\"><\/span><\/figure>\n\n\n\n<p>\u041f\u043e\u0441\u043b\u0435 \u0437\u0430\u0433\u0440\u0443\u0437\u043a\u0438 \u0440\u0435\u0448\u0435\u043d\u0438\u044f \u0438 \u0443\u0441\u043f\u0435\u0448\u043d\u043e\u0433\u043e \u0438\u043d\u0444\u0435\u0440\u0435\u043d\u0441\u0430 \u043f\u0440\u043e\u0438\u0441\u0445\u043e\u0434\u0438\u043b \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0440\u0430\u0441\u0447\u0435\u0442 \u043c\u043e\u0434\u0435\u043b\u0438 \u043f\u043e \u0437\u0430\u0434\u0430\u043d\u043d\u043e\u0439 \u043c\u0435\u0442\u0440\u0438\u043a\u0435. \u0420\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u044b \u0432\u0441\u0435\u0445 \u043a\u043e\u043c\u0430\u043d\u0434 \u043f\u0443\u0431\u043b\u0438\u043a\u043e\u0432\u0430\u043b\u0438\u0441\u044c \u0432 \u043b\u0438\u0434\u0435\u0440\u0431\u043e\u0440\u0434\u0435 \u0438 \u043e\u0431\u043d\u043e\u0432\u043b\u044f\u043b\u0438\u0441\u044c \u0432 \u0440\u0435\u0430\u043b\u044c\u043d\u043e\u043c \u0432\u0440\u0435\u043c\u0435\u043d\u0438 \u2013 \u0443\u0447\u0430\u0441\u0442\u043d\u0438\u043a\u0438 \u043c\u043e\u0433\u043b\u0438 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u0442\u044c \u0443\u0441\u043f\u0435\u0445\u0438 \u043a\u043e\u043d\u043a\u0443\u0440\u0435\u043d\u0442\u043e\u0432, \u0447\u0442\u043e \u0441\u0442\u0438\u043c\u0443\u043b\u0438\u0440\u043e\u0432\u0430\u043d\u043e \u043d\u0435 \u043f\u0440\u0435\u043a\u0440\u0430\u0449\u0430\u0442\u044c \u0440\u0430\u0431\u043e\u0442\u0443 \u043d\u0430\u0434 \u043f\u043e\u0432\u044b\u0448\u0435\u043d\u0438\u0435\u043c \u0442\u043e\u0447\u043d\u043e\u0441\u0442\u0438 \u0434\u043e \u0441\u0430\u043c\u043e\u0433\u043e \u0434\u0435\u0434\u043b\u0430\u0439\u043d\u0430. \u0412 \u0444\u0438\u043d\u0430\u043b \u0441\u043c\u043e\u0433\u043b\u0438 \u043f\u0440\u043e\u0439\u0442\u0438 \u0430\u0432\u0442\u043e\u0440\u044b \u0441\u0430\u043c\u044b\u0445 \u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u044b\u0445 \u0440\u0435\u0448\u0435\u043d\u0438\u0439.&nbsp;<\/p>\n\n\n\n<p>\u041f\u043e\u0431\u0435\u0434\u0438\u0442\u0435\u043b\u0438 \u0431\u044b\u043b\u0438 \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u044b \u043f\u043e \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u0430\u043c \u043f\u0438\u0442\u0447\u0438\u043d\u0433\u0430 \u0438 \u0433\u043e\u043b\u043e\u0441\u043e\u0432\u0430\u043d\u0438\u044f \u0436\u044e\u0440\u0438. \u0423\u0447\u0430\u0441\u0442\u043d\u0438\u043a\u0438, \u0437\u0430\u043d\u044f\u0432\u0448\u0438\u0435 \u043f\u0435\u0440\u0432\u044b\u0435 \u0441\u0442\u0440\u043e\u043a\u0438 \u043b\u0438\u0434\u0435\u0440\u0431\u043e\u0440\u0430\u0434\u0430 \u043e\u0442\u0431\u043e\u0440\u043e\u0447\u043d\u043e\u0433\u043e \u044d\u0442\u0430\u043f\u0430, \u043f\u043e\u043b\u0443\u0447\u0438\u043b\u0438 \u043f\u0440\u0438\u0433\u043b\u0430\u0448\u0435\u043d\u0438\u0435 \u043e\u0442 \u043a\u0443\u0440\u0430\u0442\u043e\u0440\u043e\u0432 \u0445\u0430\u043a\u0430\u0442\u043e\u043d\u0430 \u0432\u044b\u0441\u0442\u0443\u043f\u0438\u0442\u044c \u0441 \u043f\u0440\u0435\u0437\u0435\u043d\u0442\u0430\u0446\u0438\u0435\u0439 \u0441\u0432\u043e\u0438\u0445 \u0440\u0435\u0448\u0435\u043d\u0438\u0439. \u041f\u043e\u0441\u043b\u0435 \u043f\u0438\u0442\u0447-\u0441\u0435\u0441\u0441\u0438\u0438 \u0436\u044e\u0440\u0438 \u043e\u0446\u0435\u043d\u0438\u043b\u0438 \u043a\u0430\u0436\u0434\u0443\u044e \u043a\u043e\u043c\u0430\u043d\u0434\u0443 \u043f\u043e \u0437\u0430\u0440\u0430\u043d\u0435\u0435 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0430\u043d\u043d\u044b\u043c \u043a\u0440\u0438\u0442\u0435\u0440\u0438\u044f\u043c. \u041f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u0430 \u043f\u043e\u0434\u0441\u0447\u0438\u0442\u0430\u043b\u0430 \u0438\u0442\u043e\u0433\u043e\u0432\u044b\u0439 \u0440\u0435\u0439\u0442\u0438\u043d\u0433. \u041a\u043e\u043d\u043a\u0443\u0440\u0441\u0430\u043d\u0442\u044b, \u043d\u0430\u0431\u0440\u0430\u0432\u0448\u0438\u0435 \u0431\u043e\u043b\u044c\u0448\u0435 \u0432\u0441\u0435\u0433\u043e \u0431\u0430\u043b\u043b\u043e\u0432, \u043f\u043e\u043b\u0443\u0447\u0438\u043b\u0438 \u0434\u0435\u043d\u0435\u0436\u043d\u044b\u0439 \u043f\u0440\u0438\u0437.<\/p>\n\n\n\n<p>\u041a\u0440\u043e\u043c\u0435 \u0442\u043e\u0433\u043e, \u0434\u043b\u044f \u0434\u043e\u043f\u043e\u043b\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0433\u043e \u0432\u043e\u0432\u043b\u0435\u0447\u0435\u043d\u0438\u044f \u043d\u0430 \u043f\u0440\u043e\u0442\u044f\u0436\u0435\u043d\u0438\u0438 \u0440\u0435\u0433\u0438\u0441\u0442\u0440\u0430\u0446\u0438\u0438 \u0434\u0435\u0439\u0441\u0442\u0432\u043e\u0432\u0430\u043b\u0430 \u0440\u0435\u0444\u0435\u0440\u0430\u043b\u044c\u043d\u0430\u044f \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0430 \u2013 \u0443\u0447\u0430\u0441\u0442\u043d\u0438\u043a\u0438 \u043c\u043e\u0433\u043b\u0438 \u043f\u043e\u043b\u0443\u0447\u0438\u0442\u044c \u0443\u043d\u0438\u043a\u0430\u043b\u044c\u043d\u0443\u044e \u0441\u0441\u044b\u043b\u043a\u0443 \u0438 \u043f\u0440\u0438\u0433\u043b\u0430\u0448\u0430\u0442\u044c \u043f\u043e \u043d\u0435\u0439 \u0441\u0432\u043e\u0438\u0445 \u0434\u0440\u0443\u0437\u0435\u0439 \u0438 \u043a\u043e\u043b\u043b\u0435\u0433. 16 \u0447\u0435\u043b\u043e\u0432\u0435\u043a, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043f\u043e\u0437\u0432\u0430\u043b\u0438 \u0431\u043e\u043b\u044c\u0448\u0435 \u0432\u0441\u0435\u0433\u043e \u0437\u043d\u0430\u043a\u043e\u043c\u044b\u0445, \u043f\u043e\u043b\u0443\u0447\u0438\u043b\u0438 \u0432 \u043d\u0430\u0433\u0440\u0430\u0434\u0443 \u043f\u043e\u0434\u0430\u0440\u043a\u0438 \u043e\u0442 Ozon.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u041f\u043e\u0431\u0435\u0434\u0438\u0442\u0435\u043b\u0438<\/strong><\/h2>\n\n\n\n<p><strong>\u0422\u0440\u0435\u043a 1. \u041c\u0430\u0442\u0447\u0438\u043d\u0433 \u0442\u043e\u0432\u0430\u0440\u043e\u0432: \u0440\u0435\u0448\u0435\u043d\u0438\u0435 \u0434\u043b\u044f \u0443\u043b\u0443\u0447\u0448\u0435\u043d\u0438\u044f \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u0441\u043a\u043e\u0433\u043e \u043e\u043f\u044b\u0442\u0430 \u0438 \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u0438 \u0440\u0435\u0441\u0443\u0440\u0441\u043e\u0432:<\/strong><\/p>\n\n\n\n<p>\ud83e\udd47 \u041a\u043e\u043c\u0430\u043d\u0434\u0430 \u00ab\u041a\u0443\u043f\u0435\u0440\u00bb \u2013 1 \u043c\u0435\u0441\u0442\u043e, 350 000 \u0440\u0443\u0431\u043b\u0435\u0439;<\/p>\n\n\n\n<p>\ud83e\udd48 \u041a\u043e\u043c\u0430\u043d\u0434\u0430 MISIS Neychev Loss \u2013 2 \u043c\u0435\u0441\u0442\u043e, 150 000 \u0440\u0443\u0431\u043b\u0435\u0439;<\/p>\n\n\n\n<p>\ud83e\udd49 \u041a\u043e\u043c\u0430\u043d\u0434\u0430 \u00ab\u0437\u0432\u0435\u0437\u0434\u043e\u0447\u043a\u0430\u00bb\u2013 3 \u043c\u0435\u0441\u0442\u043e, 100 000 \u0440\u0443\u0431\u043b\u0435\u0439.<\/p>\n\n\n\n<p><strong>\u0422\u0440\u0435\u043a 2. \u041c\u043e\u0434\u0435\u0440\u0430\u0446\u0438\u044f \u043a\u0430\u0440\u0442\u043e\u0447\u0435\u043a \u0442\u043e\u0432\u0430\u0440\u043e\u0432 \u0441 \u043f\u0440\u0438\u0437\u043d\u0430\u043a\u0430\u043c\u0438 \u043d\u0430\u0440\u0443\u0448\u0435\u043d\u0438\u0439 \u043f\u0440\u0430\u0432\u0438\u043b \u043f\u043b\u043e\u0449\u0430\u0434\u043a\u0438:<\/strong><\/p>\n\n\n\n<p>\ud83e\udd47 \u041a\u043e\u043c\u0430\u043d\u0434\u0430 \u00ab\u0421\u0430\u0448\u0430 \u0438 \u0431\u0430\u043b\u043b\u0430\u0441\u0442\u00bb\u2013 1 \u043c\u0435\u0441\u0442\u043e, 350 000 \u0440\u0443\u0431\u043b\u0435\u0439;<\/p>\n\n\n\n<p>\ud83e\udd48 \u041a\u043e\u043c\u0430\u043d\u0434\u0430 \u00ab\u0414\u0432\u0438\u0436-\u0440\u0430\u0434\u0430\u0440\u00bb \u2013 2 \u043c\u0435\u0441\u0442\u043e, 150 000 \u0440\u0443\u0431\u043b\u0435\u0439;<\/p>\n\n\n\n<p>\ud83e\udd49 \u041a\u043e\u043c\u0430\u043d\u0434\u0430 Oleg-Solo \u2013 3 \u043c\u0435\u0441\u0442\u043e, 100 000 \u0440\u0443\u0431\u043b\u0435\u0439.<\/p>\n\n\n\n<p>\u041d\u0430\u0433\u0440\u0430\u0436\u0434\u0435\u043d\u0438\u0435 \u043f\u043e\u0431\u0435\u0434\u0438\u0442\u0435\u043b\u0435\u0439 \u043f\u0440\u043e\u0448\u043b\u043e \u043d\u0430 <a href=\"https:\/\/ecode.ozon.tech\">E-CODE<\/a> \u2013 \u043f\u0435\u0440\u0432\u043e\u0439 \u043a\u043e\u043d\u0444\u0435\u0440\u0435\u043d\u0446\u0438\u0438 Ozon Tech. \u041f\u043e\u0441\u0435\u0442\u0438\u0442\u0435\u043b\u0435\u0439 \u043c\u0435\u0440\u043e\u043f\u0440\u0438\u044f\u0442\u0438\u044f \u0436\u0434\u0430\u043b\u0438:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>50+ \u0447\u0430\u0441\u043e\u0432 \u044d\u043a\u0441\u043f\u0435\u0440\u0442\u043d\u043e\u0433\u043e \u043a\u043e\u043d\u0442\u0435\u043d\u0442\u0430 \u043e\u0442 \u043b\u0438\u0434\u0435\u0440\u043e\u0432 e-com \u0438 \u0434\u0440\u0443\u0433\u0438\u0445 \u0431\u0438\u0433\u0442\u0435\u0445\u043e\u0432.\u00a0<\/li>\n\n\n\n<li>ML-\u0442\u0440\u0435\u043a \u0441 \u0434\u043e\u043a\u043b\u0430\u0434\u0430\u043c\u0438 \u043e\u0442 \u0432\u0435\u0434\u0443\u0449\u0438\u0445 \u044d\u043a\u0441\u043f\u0435\u0440\u0442\u043e\u0432 \u0438\u043d\u0434\u0443\u0441\u0442\u0440\u0438\u0438.<\/li>\n\n\n\n<li>\u041d\u0430\u0443\u0447\u043d\u043e-\u043f\u043e\u043f\u0443\u043b\u044f\u0440\u043d\u044b\u0439 \u0442\u0440\u0435\u043a \u0434\u043b\u044f \u0442\u0435\u0445, \u043a\u0442\u043e \u0436\u0430\u0436\u0434\u0435\u0442 \u0437\u043d\u0430\u043d\u0438\u0439.<\/li>\n\n\n\n<li>1\u04451 \u0441 \u0442\u043e\u043f\u043e\u0432\u044b\u043c\u0438 \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u0438\u0441\u0442\u0430\u043c\u0438 \u0432 IT \u0438 HR.<\/li>\n<\/ul>\n\n\n\n<p>\u0412 \u0440\u0430\u0437\u0432\u043b\u0435\u043a\u0430\u0442\u0435\u043b\u044c\u043d\u043e\u0439 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0435 \u2013 \u0438\u0433\u0440\u044b \u043d\u0430 \u0441\u0432\u0435\u0436\u0435\u043c \u0432\u043e\u0437\u0434\u0443\u0445\u0435, \u043a\u0430\u0440\u0430\u043e\u043a\u0435, IT-\u043a\u0432\u0435\u0441\u0442\u044b \u0438 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u044c \u0432\u044b\u0438\u0433\u0440\u0430\u0442\u044c \u043c\u0435\u0440\u0447. \u0424\u0438\u043d\u0430\u043b\u0438\u0441\u0442\u044b \u0445\u0430\u043a\u0430\u0442\u043e\u043d\u0430 \u043f\u043e\u043b\u0443\u0447\u0438\u043b\u0438 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u044c \u043f\u043e\u0441\u0435\u0442\u0438\u0442\u044c \u043a\u043e\u043d\u0444\u0435\u0440\u0435\u043d\u0446\u0438\u044e \u0431\u0435\u0441\u043f\u043b\u0430\u0442\u043d\u043e \u2013 \u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0442\u043e\u0440\u044b \u043e\u043f\u043b\u0430\u0442\u0438\u043b\u0438 \u043f\u0440\u043e\u0435\u0437\u0434 \u0438 \u043f\u0440\u043e\u0436\u0438\u0432\u0430\u043d\u0438\u0435 \u0432 \u0442\u0435\u0447\u0435\u043d\u0438\u0435 \u0432\u0441\u0435\u0433\u043e \u043c\u0435\u0440\u043e\u043f\u0440\u0438\u044f\u0442\u0438\u044f.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u041e\u0442\u0437\u044b\u0432\u044b \u0443\u0447\u0430\u0441\u0442\u043d\u0438\u043a\u043e\u0432\u00a0<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><span itemprop=\"image\" itemscope itemtype=\"https:\/\/schema.org\/ImageObject\"><img itemprop=\"url image\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"422\"  data-src=\"https:\/\/cdn.codenrock.com\/wp-content\/uploads\/2025\/02\/image9-2-1024x422.png\" alt=\"\" class=\"wp-image-5782 lazyload\" data-srcset=\"https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image9-2-1024x422.png 1024w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image9-2-300x124.png 300w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image9-2-768x316.png 768w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image9-2-1536x633.png 1536w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image9-2-870x358.png 870w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image9-2.png 2000w\" data-sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" src=\"data:image\/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/422;\" \/><noscript><img itemprop=\"url image\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"422\"  src=\"https:\/\/cdn.codenrock.com\/wp-content\/uploads\/2025\/02\/image9-2-1024x422.png\" alt=\"\" class=\"wp-image-5782\" srcset=\"https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image9-2-1024x422.png 1024w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image9-2-300x124.png 300w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image9-2-768x316.png 768w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image9-2-1536x633.png 1536w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image9-2-870x358.png 870w, https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image9-2.png 2000w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/noscript><meta itemprop=\"width\" content=\"1024\"><meta itemprop=\"height\" content=\"422\"><\/span><\/figure>\n\n\n\n<blockquote class=\"wp-block-quote is-style-thumbs-up is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u041f\u043e\u043d\u0440\u0430\u0432\u0438\u043b\u043e\u0441\u044c \u0441\u043e\u0440\u0435\u0432\u043d\u043e\u0432\u0430\u043d\u0438\u0435, \u0442\u0430\u043a\u0436\u0435 \u0434\u043e\u0431\u0440\u0430\u044f, \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u0430\u044f \u0438 \u0431\u044b\u0441\u0442\u0440\u0430\u044f \u043e\u0431\u0440\u0430\u0442\u043d\u0430\u044f \u0441\u0432\u044f\u0437\u044c! \u041e\u0442\u0437\u044b\u0432\u0447\u0438\u0432\u043e\u0435 \u043a\u043e\u043c\u044c\u044e\u043d\u0438\u0442\u0438 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u043e\u0432 \u0432 \u0447\u0430\u0442\u0435. \u0418\u043d\u0442\u0435\u0440\u0435\u0441\u043d\u043e \u0431\u044b\u043b\u043e \u043f\u043e\u0437\u043d\u0430\u043a\u043e\u043c\u0438\u0442\u044c\u0441\u044f \u0441 \u043d\u0435\u043a\u043e\u0442\u043e\u0440\u044b\u043c\u0438 \u043b\u044e\u0434\u044c\u043c\u0438. \u0421\u043f\u0430\u0441\u0438\u0431\u043e \u043e\u0433\u0440\u043e\u043c\u043d\u0435\u0439\u0448\u0435\u0435 \u0437\u0430 \u0441\u043e\u0440\u0435\u0432\u043d\u043e\u0432\u0430\u043d\u0438\u0435!<\/p>\n<\/blockquote>\n\n\n\n<blockquote class=\"wp-block-quote is-style-thumbs-up is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u0412\u0441\u0435 \u043a\u043b\u0430\u0441\u0441\u043d\u043e \u043f\u0440\u043e\u0448\u043b\u043e! \u0418\u043d\u0442\u0435\u0440\u0435\u0441\u043d\u043e\u0435 \u0438 \u0443\u0432\u043b\u0435\u043a\u0430\u0442\u0435\u043b\u044c\u043d\u043e\u0435 \u043c\u0435\u0440\u043e\u043f\u0440\u0438\u044f\u0442\u0438\u0435. \u0423\u0434\u0438\u0432\u0438\u043b\u0430 \u0440\u0430\u0431\u043e\u0442\u0430 \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0438, \u043e\u0447\u0435\u043d\u044c \u0431\u044b\u0441\u0442\u0440\u043e \u043e\u0442\u0432\u0435\u0447\u0430\u043b\u0438, \u0445\u043e\u0442\u044f \u0441\u043e\u0440\u0435\u0432\u043d\u043e\u0432\u0430\u043d\u0438\u0435 \u0431\u043e\u043b\u044c\u0448\u043e\u0435. \u0417\u0430\u0434\u0430\u0447\u0438 \u0445\u043e\u0440\u043e\u0448\u0438\u0435. \u041a\u043e\u043c\u0430\u043d\u0434\u0430 Ozon, \u0441\u043f\u0430\u0441\u0438\u0431\u043e \u0432\u0430\u043c \u0431\u043e\u043b\u044c\u0448\u043e\u0435 \u0437\u0430 \u0442\u0430\u043a\u0443\u044e \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u044c \u0438 \u043e\u043f\u044b\u0442. \u041f\u043e\u0436\u0435\u043b\u0430\u043d\u0438\u0435 \u2013 \u0441\u0434\u0435\u043b\u0430\u0442\u044c \u0435\u0449\u0435 \u043e\u0434\u0438\u043d \u0445\u0430\u043a\u0430\u0442\u043e\u043d. \u0411\u044b\u043b\u043e \u0432\u0435\u0441\u0435\u043b\u043e!<\/p>\n<\/blockquote>\n\n\n\n<blockquote class=\"wp-block-quote is-style-thumbs-up is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u041e\u0447\u0435\u043d\u044c \u043a\u0440\u0443\u0442\u0430\u044f \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u0430! \u041f\u043e\u043d\u0440\u0430\u0432\u0438\u043b\u043e\u0441\u044c, \u0447\u0442\u043e \u043c\u043e\u0436\u043d\u043e \u043a\u0430\u0441\u0442\u043e\u043c\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u0442\u044c Docker \u043f\u043e\u0434 \u0441\u0432\u043e\u0438 \u043d\u0443\u0436\u0434\u044b, \u0434\u0430\u043b\u0435\u043a\u043e \u043d\u0435 \u0432\u0441\u0435 \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u044b \u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u043b\u044f\u044e\u0442 \u0442\u0430\u043a\u0443\u044e \u0433\u0438\u0431\u043a\u043e\u0441\u0442\u044c.<\/p>\n<\/blockquote>\n","protected":false},"excerpt":{"rendered":"<p>E-CUP \u2013 ML-\u0445\u0430\u043a\u0430\u0442\u043e\u043d \u043e\u0442 Ozon Tech \u0441 \u043f\u0440\u0438\u0437\u043e\u0432\u044b\u043c \u0444\u043e\u043d\u0434\u043e\u043c 1&nbsp;200&nbsp;000 \u0440\u0443\u0431\u043b\u0435\u0439. \u041d\u0430 \u0441\u043e\u0440\u0435\u0432\u043d\u043e\u0432\u0430\u043d\u0438\u0438 \u0443\u0447\u0430\u0441\u0442\u043d\u0438\u043a\u0438 \u043e\u0431\u0443\u0447\u0430\u043b\u0438 \u043c\u043e\u0434\u0435\u043b\u0438 \u0432 \u0440\u0430\u043c\u043a\u0430\u0445 \u0434\u0432\u0443\u0445 \u0442\u0440\u0435\u043a\u043e\u0432: \u0414\u043b\u044f Ozon Tech \u044d\u0442\u043e \u043f\u0435\u0440\u0432\u043e\u0435 \u043c\u0435\u0440\u043e\u043f\u0440\u0438\u044f\u0442\u0438\u0435 \u0432 \u0442\u0430\u043a\u043e\u043c \u0444\u043e\u0440\u043c\u0430\u0442\u0435. \u041c\u044b \u0443\u0434\u0435\u043b\u0438\u043b\u0438 \u043c\u043d\u043e\u0433\u043e \u0432\u0440\u0435\u043c\u0435\u043d\u0438 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0435 \u0437\u0430\u0434\u0430\u043d\u0438\u0439 \u2014 \u0445\u043e\u0442\u0435\u043b\u043e\u0441\u044c \u043f\u0440\u0435\u0434\u043b\u043e\u0436\u0438\u0442\u044c \u0443\u0447\u0430\u0441\u0442\u043d\u0438\u043a\u0430\u043c \u043d\u0435 \u043f\u0440\u043e\u0441\u0442\u043e \u0438\u043d\u0442\u0435\u0440\u0435\u0441\u043d\u044b\u0435 \u043f\u0440\u043e\u0435\u043a\u0442\u044b, \u0430 \u0442\u0430\u043a\u0438\u0435, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0434\u0430\u043b\u0438 \u0431\u044b \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u043e \u0440\u0430\u0431\u043e\u0442\u0435 \u0432 Ozon. \u0420\u0435\u0433\u0438\u043d\u0430 \u0425\u0438\u0441\u043c\u0430\u0442\u0443\u043b\u043b\u0438\u043d\u0430, [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":5773,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[135,173,9,11],"tags":[32,25,19,33,13,12],"class_list":["post-5772","post","type-post","status-publish","format-standard","has-post-thumbnail","","category-dlya-reklamnogo-lendinga","category-ml-sorevnovaniya","category-cases","category-articles","tag-codenrock","tag-data-science","tag-ml","tag-onlajn-platforma","tag-sorevnovanie","tag-hakaton"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.0 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u041a\u0435\u0439\u0441 E-CUP: \u043a\u0430\u043a Ozon Tech \u0440\u0435\u0448\u0438\u043b \u0440\u0435\u0430\u043b\u044c\u043d\u044b\u0435 \u0431\u0438\u0437\u043d\u0435\u0441-\u0437\u0430\u0434\u0430\u0447\u0438 \u043d\u0430 \u0445\u0430\u043a\u0430\u0442\u043e\u043d\u0435 &#8211; \u0411\u0443\u0434\u044c\u0442\u0435 \u0432 \u043a\u0443\u0440\u0441\u0435 \u043b\u0443\u0447\u0448\u0438\u0445 \u043a\u0435\u0439\u0441\u043e\u0432 \u0445\u0430\u043a\u0430\u0442\u043e\u043d\u043e\u0432, ML-\u0442\u0443\u0440\u043d\u0438\u0440\u043e\u0432, CTF \u0438 \u0441\u043e\u0440\u0435\u0432\u043d\u043e\u0432\u0430\u043d\u0438\u0439 \u043f\u043e \u0441\u043f\u043e\u0440\u0442\u0438\u0432\u043d\u043e\u043c\u0443 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044e \u043d\u0430 Codenrock<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/codenrock.com\/blog\/kejs-e-cup-kak-ozon-tech-reshil-realnye-biznes-zadachi-na-hakatone\/\" \/>\n<meta property=\"og:locale\" content=\"ru_RU\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u041a\u0435\u0439\u0441 E-CUP: \u043a\u0430\u043a Ozon Tech \u0440\u0435\u0448\u0438\u043b \u0440\u0435\u0430\u043b\u044c\u043d\u044b\u0435 \u0431\u0438\u0437\u043d\u0435\u0441-\u0437\u0430\u0434\u0430\u0447\u0438 \u043d\u0430 \u0445\u0430\u043a\u0430\u0442\u043e\u043d\u0435 &#8211; \u0411\u0443\u0434\u044c\u0442\u0435 \u0432 \u043a\u0443\u0440\u0441\u0435 \u043b\u0443\u0447\u0448\u0438\u0445 \u043a\u0435\u0439\u0441\u043e\u0432 \u0445\u0430\u043a\u0430\u0442\u043e\u043d\u043e\u0432, ML-\u0442\u0443\u0440\u043d\u0438\u0440\u043e\u0432, CTF \u0438 \u0441\u043e\u0440\u0435\u0432\u043d\u043e\u0432\u0430\u043d\u0438\u0439 \u043f\u043e \u0441\u043f\u043e\u0440\u0442\u0438\u0432\u043d\u043e\u043c\u0443 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044e \u043d\u0430 Codenrock\" \/>\n<meta property=\"og:description\" content=\"E-CUP \u2013 ML-\u0445\u0430\u043a\u0430\u0442\u043e\u043d \u043e\u0442 Ozon Tech \u0441 \u043f\u0440\u0438\u0437\u043e\u0432\u044b\u043c \u0444\u043e\u043d\u0434\u043e\u043c 1&nbsp;200&nbsp;000 \u0440\u0443\u0431\u043b\u0435\u0439. \u041d\u0430 \u0441\u043e\u0440\u0435\u0432\u043d\u043e\u0432\u0430\u043d\u0438\u0438 \u0443\u0447\u0430\u0441\u0442\u043d\u0438\u043a\u0438 \u043e\u0431\u0443\u0447\u0430\u043b\u0438 \u043c\u043e\u0434\u0435\u043b\u0438 \u0432 \u0440\u0430\u043c\u043a\u0430\u0445 \u0434\u0432\u0443\u0445 \u0442\u0440\u0435\u043a\u043e\u0432: \u0414\u043b\u044f Ozon Tech \u044d\u0442\u043e \u043f\u0435\u0440\u0432\u043e\u0435 \u043c\u0435\u0440\u043e\u043f\u0440\u0438\u044f\u0442\u0438\u0435 \u0432 \u0442\u0430\u043a\u043e\u043c \u0444\u043e\u0440\u043c\u0430\u0442\u0435. \u041c\u044b \u0443\u0434\u0435\u043b\u0438\u043b\u0438 \u043c\u043d\u043e\u0433\u043e \u0432\u0440\u0435\u043c\u0435\u043d\u0438 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0435 \u0437\u0430\u0434\u0430\u043d\u0438\u0439 \u2014 \u0445\u043e\u0442\u0435\u043b\u043e\u0441\u044c \u043f\u0440\u0435\u0434\u043b\u043e\u0436\u0438\u0442\u044c \u0443\u0447\u0430\u0441\u0442\u043d\u0438\u043a\u0430\u043c \u043d\u0435 \u043f\u0440\u043e\u0441\u0442\u043e \u0438\u043d\u0442\u0435\u0440\u0435\u0441\u043d\u044b\u0435 \u043f\u0440\u043e\u0435\u043a\u0442\u044b, \u0430 \u0442\u0430\u043a\u0438\u0435, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0434\u0430\u043b\u0438 \u0431\u044b \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u043e \u0440\u0430\u0431\u043e\u0442\u0435 \u0432 Ozon. \u0420\u0435\u0433\u0438\u043d\u0430 \u0425\u0438\u0441\u043c\u0430\u0442\u0443\u043b\u043b\u0438\u043d\u0430, [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/codenrock.com\/blog\/kejs-e-cup-kak-ozon-tech-reshil-realnye-biznes-zadachi-na-hakatone\/\" \/>\n<meta property=\"og:site_name\" content=\"\u0411\u0443\u0434\u044c\u0442\u0435 \u0432 \u043a\u0443\u0440\u0441\u0435 \u043b\u0443\u0447\u0448\u0438\u0445 \u043a\u0435\u0439\u0441\u043e\u0432 \u0445\u0430\u043a\u0430\u0442\u043e\u043d\u043e\u0432, ML-\u0442\u0443\u0440\u043d\u0438\u0440\u043e\u0432, CTF \u0438 \u0441\u043e\u0440\u0435\u0432\u043d\u043e\u0432\u0430\u043d\u0438\u0439 \u043f\u043e \u0441\u043f\u043e\u0440\u0442\u0438\u0432\u043d\u043e\u043c\u0443 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044e \u043d\u0430 Codenrock\" \/>\n<meta property=\"article:published_time\" content=\"2025-02-28T11:54:22+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-07-23T10:16:44+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/codenrock.com\/blog\/wp-content\/uploads\/2025\/02\/image1-2.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1429\" \/>\n\t<meta property=\"og:image:height\" content=\"804\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"\u041c\u0438\u0445\u0430\u0438\u043b \u0422\u0440\u043e\u0444\u0438\u043c\u043e\u0432\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u041d\u0430\u043f\u0438\u0441\u0430\u043d\u043e \u0430\u0432\u0442\u043e\u0440\u043e\u043c\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u041c\u0438\u0445\u0430\u0438\u043b \u0422\u0440\u043e\u0444\u0438\u043c\u043e\u0432\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u041f\u0440\u0438\u043c\u0435\u0440\u043d\u043e\u0435 \u0432\u0440\u0435\u043c\u044f \u0434\u043b\u044f \u0447\u0442\u0435\u043d\u0438\u044f\" \/>\n\t<meta name=\"twitter:data2\" content=\"8 \u043c\u0438\u043d\u0443\u0442\" \/>\n<script type=\"application\/ld+json\" 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