{"id":13398,"date":"2022-06-01T12:00:00","date_gmt":"2022-06-01T09:00:00","guid":{"rendered":"https:\/\/itexpert.work\/?p=13398"},"modified":"2023-10-06T21:02:52","modified_gmt":"2023-10-06T18:02:52","slug":"yak-shukaty-data-science-fahivcziv-na-kaggle","status":"publish","type":"post","link":"https:\/\/itexpert.work\/uk\/yak-shukaty-data-science-fahivcziv-na-kaggle\/","title":{"rendered":"\u042f\u043a \u0448\u0443\u043a\u0430\u0442\u0438 Data Science-\u0444\u0430\u0445\u0456\u0432\u0446\u0456\u0432 \u043d\u0430 Kaggle"},"content":{"rendered":"<!-- This markup start  --><script type=\"application\/ld+json\">{\"@context\":\"http:\\\/\\\/schema.org\",\"@type\":\"Article\",\"mainEntityOfPage\":{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/itexpert.work\\\/uk\\\/yak-shukaty-data-science-fahivcziv-na-kaggle\\\/\"},\"url\":\"https:\\\/\\\/itexpert.work\\\/uk\\\/yak-shukaty-data-science-fahivcziv-na-kaggle\\\/\",\"headline\":\"\u042f\u043a \u0448\u0443\u043a\u0430\u0442\u0438 Data Science-\u0444\u0430\u0445\u0456\u0432\u0446\u0456\u0432 \u043d\u0430 Kaggle\",\"image\":{\"@type\":\"ImageObject\",\"url\":\"https:\\\/\\\/itexpert.work\\\/wp-content\\\/uploads\\\/2022\\\/05\\\/yak-shukaty-data-science-speczialistiv-na-kaggle.jpg\",\"width\":914,\"height\":540},\"datePublished\":\"2022-06-01 12:00:00\",\"dateModified\":\"2023-10-06 21:02:52\",\"articleSection\":\"\u0406\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0438 \u0442\u0430 \u0441\u043e\u0440\u0441\u0438\u043d\u0433\",\"publisher\":{\"@type\":\"Organization\",\"name\":\"IT-\u0440\u0435\u043a\u0440\u0443\u0442\u0438\u043d\u0433\u043e\u0432\u0435 \u0430\u0433\u0435\u043d\u0442\u0441\u0442\u0432\u043e &quot;ITExpert&quot;\",\"logo\":{\"@type\":\"ImageObject\",\"url\":\"\",\"width\":600,\"height\":60}},\"author\":{\"@type\":\"Person\",\"name\":\"\u041d\u0438\u043a\u043e\u043b\u0430\u0439 \u041a\u043b\u0435\u0441\u0442\u043e\u0432\",\"url\":\"https:\\\/\\\/itexpert.work\\\/uk\\\/author\\\/nikolaj-klestov\\\/\",\"image\":{\"@type\":\"ImageObject\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/bd11105b4e692287992b8a60ca96c83d4636f0ef47960daae2c13edb345b3d39?s=24&d=wavatar&r=g\",\"width\":24,\"height\":24}},\"comment\":[]}<\/script><!-- This markup end  --> <div class=\"lazyblock-slajder-1ukLwP wp-block-lazyblock-slajder\"><div class=\"slider\">\r\n<div>\r\n\r\n<img wpfc-lazyload-disable=\"true\" loading=\"lazy\" width=\"914\" height=\"540\" src=\"https:\/\/itexpert.work\/wp-content\/uploads\/2022\/05\/yak-shukaty-data-science-speczialistiv-na-kaggle.jpg\" class=\"attachment-full size-full pp_post_image\" alt=\"\u042f\u043a \u0448\u0443\u043a\u0430\u0442\u0438 Data Science \u0441\u043f\u0435\u0446\u0456\u0430\u043b\u0456\u0441\u0442\u0456\u0432 \u043d\u0430 Kaggle\" wpfc-lazyload-disable=\"true\" decoding=\"async\" \/>\r\n<a href=\"https:\/\/itexpert.work\/wp-content\/uploads\/2022\/05\/yak-shukaty-data-science-speczialistiv-na-kaggle.jpg\" class=\"see_more\">\r\n    <div class=\"zoom_in\">\r\n        <img wpfc-lazyload-disable=\"true\" loading=\"lazy\" decoding=\"async\" src=\"https:\/\/itexpert.work\/wp-content\/themes\/itexpert\/assets\/images\/zoom-in.svg\" width=\"18\" height=\"18\" alt=\"\">\r\n        <span>\u0414\u0438\u0432\u0438\u0442\u0438\u0441\u044c \u0434\u0435\u0442\u0430\u043b\u044c\u043d\u0456\u0448\u0435<\/span>\r\n    <\/div>\r\n<\/a>\r\n\r\n<\/div>\r\n<\/div>\r\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">\u0412\u0441\u0456 \u0432\u0436\u0435 \u043d\u0430\u043f\u0435\u0432\u043d\u043e \u0447\u0443\u043b\u0438, \u0449\u043e \u043a\u0440\u0443\u0442\u0438\u0439 \u0440\u0435\u043a\u0440\u0443\u0442\u0435\u0440 \u043c\u0430\u0454 \u0432\u043c\u0456\u0442\u0438 \u0448\u0443\u043a\u0430\u0442\u0438 \u043a\u0440\u0430\u0449\u0438\u0445 \u043a\u0430\u043d\u0434\u0438\u0434\u0430\u0442\u0456\u0432 \u0447\u0435\u0440\u0435\u0437 GitHub \u0447\u0438 StackOverflow. \u0410\u043b\u0435 \u0436 \u043d\u0435 \u0432\u0441\u0456 \u0441\u043f\u0435\u0446\u0456\u0430\u043b\u044c\u043d\u043e\u0441\u0442\u0456 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u044e\u0442\u044c \u0446\u0456 \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u0438 \u043e\u0434\u043d\u0430\u043a\u043e\u0432\u043e? \u0427\u0438 \u0432\u0438\u043a\u043b\u0430\u0434\u0430\u044e\u0442\u044c \u0434\u0430\u0442\u0430\u0441\u0430\u0454\u0442\u0438\u0441\u0442\u0438 \u043a\u043e\u0434 \u043d\u0435\u0439\u0440\u043e\u043c\u0435\u0440\u0435\u0436 \u043d\u0430 \u0413\u0456\u0442\u0445\u0430\u0431 \u0430\u0431\u043e \u0447\u0438 \u043f\u0438\u0442\u0430\u044e\u0442\u044c \u0432\u043e\u043d\u0438 \u043d\u0430 \u0421\u0442\u0435\u043a\u043e\u0432\u0435\u0440\u0444\u043b\u043e\u0443, \u044f\u043a \u0432\u0456\u0434\u0440\u0456\u0437\u043d\u0438\u0442\u0438 \u043a\u043e\u0442\u0438\u043a\u0430 \u0432\u0456\u0434 \u043f\u0435\u0441\u0438\u043a\u0430? \u0410 \u044f\u043a \u0449\u043e\u0434\u043e \u043e\u043a\u0440\u0435\u043c\u043e\u0433\u043e \u043c\u0430\u0439\u0434\u0430\u043d\u0447\u0438\u043a\u0430, \u0434\u0435 \u043c\u043e\u0436\u043d\u0430 \u0440\u043e\u0431\u0438\u0442\u0438 \u0432\u0441\u0435 \u0446\u0435 \u043e\u0434\u043d\u043e\u0447\u0430\u0441\u043d\u043e \u0442\u0430 \u043d\u0430 \u044f\u043a\u043e\u043c\u0443 \u0437\u0456\u0431\u0440\u0430\u043d\u0456 \u0442\u0456\u043b\u044c\u043a\u0438 <a href=\"https:\/\/itexpert.work\/uk\/shtuchnyj-intelekt-gajd-dlya-rekruteriv\/\" target=\"_blank\" rel=\"noreferrer noopener\">machine learning<\/a> \u0444\u0430\u0445\u0456\u0432\u0446\u0456? \u0426\u0435\u0439 \u043c\u0430\u0439\u0434\u0430\u043d\u0447\u0438\u043a \u043d\u0430\u0437\u0438\u0432\u0430\u0454\u0442\u044c\u0441\u044f Kaggle.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Kaggle \u2014 \u0446\u0435 \u043c\u0456\u0436\u043d\u0430\u0440\u043e\u0434\u043d\u0430 \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u0430 \u0434\u043b\u044f \u043f\u0440\u043e\u0432\u0435\u0434\u0435\u043d\u043d\u044f \u0437\u043c\u0430\u0433\u0430\u043d\u044c \u0437 \u043c\u0430\u0448\u0438\u043d\u043d\u043e\u0433\u043e \u043d\u0430\u0432\u0447\u0430\u043d\u043d\u044f. \u0422\u0443\u0442 \u043d\u043e\u0432\u0430\u0447\u043a\u0438 \u043c\u043e\u0436\u0443\u0442\u044c \u043f\u0435\u0440\u0435\u0439\u043d\u044f\u0442\u0438 \u0434\u043e\u0441\u0432\u0456\u0434 \u0442\u0430 \u043d\u0430\u0431\u0438\u0442\u0438 \u0440\u0443\u043a\u0443 \u0443 \u0432\u0438\u0440\u0456\u0448\u0435\u043d\u043d\u0456 \u043f\u0440\u0430\u043a\u0442\u0438\u0447\u043d\u0438\u0445 \u0437\u0430\u0432\u0434\u0430\u043d\u044c \u0432 ML, \u0430 \u0434\u043e\u0441\u0432\u0456\u0434\u0447\u0435\u043d\u0456 \u0444\u0430\u0445\u0456\u0432\u0446\u0456 \u043f\u0435\u0440\u0435\u0432\u0456\u0440\u044f\u044e\u0442\u044c \u0441\u0432\u043e\u0457 \u0441\u0438\u043b\u0438 \u0432 \u0437\u043c\u0430\u0433\u0430\u043d\u043d\u044f\u0445 \u0437 \u043a\u0440\u0430\u0449\u0438\u043c\u0438 \u0444\u0430\u0445\u0456\u0432\u0446\u044f\u043c\u0438 \u043f\u043b\u0430\u043d\u0435\u0442\u0438 \u0442\u0430 \u043e\u0442\u0440\u0438\u043c\u0443\u044e\u0442\u044c \u043d\u043e\u0432\u0456 \u0446\u0456\u043a\u0430\u0432\u0456 \u0456\u0434\u0435\u0457 \u0434\u043b\u044f \u0440\u043e\u0431\u043e\u0442\u0438.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0426\u0435\u0439 \u043c\u0430\u0439\u0434\u0430\u043d\u0447\u0438\u043a \u0444\u0456\u043d\u0430\u043d\u0441\u0443\u0454 Google, \u0430 \u0437\u043c\u0430\u0433\u0430\u043d\u043d\u044f \u043f\u0440\u043e\u0432\u043e\u0434\u044f\u0442\u044c \u0432\u0435\u043b\u0438\u043a\u0456 \u0441\u0432\u0456\u0442\u043e\u0432\u0456 \u043a\u043e\u043c\u043f\u0430\u043d\u0456\u0457, \u0442\u0430\u043a\u0456 \u044f\u043a General Electrics, Intel, <a href=\"https:\/\/itexpert.work\/uk\/case-of-deloitte\/\" target=\"_blank\" rel=\"noreferrer noopener\">Deloitte<\/a> \u0442\u0430 \u0443\u0440\u044f\u0434\u043e\u0432\u0456 \u043e\u0440\u0433\u0430\u043d\u0456\u0437\u0430\u0446\u0456\u0457. \u0426\u0435 \u0449\u043e\u0441\u044c \u043d\u0430 \u043a\u0448\u0442\u0430\u043b\u0442 \u041e\u043b\u0456\u043c\u043f\u0456\u0439\u0441\u044c\u043a\u0438\u0439 \u0456\u0433\u043e\u0440 \u0447\u0438 \u0427\u0435\u043c\u043f\u0456\u043e\u043d\u0430\u0442\u0443 \u0441\u0432\u0456\u0442\u0443 \u0437 \u0444\u0443\u0442\u0431\u043e\u043b\u0443 \u0434\u043b\u044f \u0444\u0430\u0445\u0456\u0432\u0446\u0456\u0432 \u0437 \u043c\u0430\u0448\u0438\u043d\u043d\u043e\u0433\u043e \u043d\u0430\u0432\u0447\u0430\u043d\u043d\u044f. \u0417\u0456\u0431\u0440\u0430\u0442\u0438 \u0432\u0441\u0456 \u0437\u043e\u043b\u043e\u0442\u0456 \u043c\u0435\u0434\u0430\u043b\u0456 \u0442\u0430 \u043e\u043f\u0438\u043d\u0438\u0442\u0438\u0441\u044f \u0432 \u043f\u0435\u0440\u0448\u0456\u0439 \u0434\u0435\u0441\u044f\u0442\u0446\u0456 \u043b\u0456\u0434\u0435\u0440\u0456\u0432 \u0442\u0443\u0442 \u043d\u0435 \u043c\u0435\u043d\u0448 \u043f\u0440\u0435\u0441\u0442\u0438\u0436\u043d\u043e.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u042f\u043a \u0456 \u0432 \u0441\u043f\u0440\u0430\u0432\u0436\u043d\u0456\u0439 \u041e\u043b\u0456\u043c\u043f\u0456\u0430\u0434\u0456, \u0442\u0443\u0442 \u0454 \u0441\u0432\u043e\u0457 \u0434\u0438\u0441\u0446\u0438\u043f\u043b\u0456\u043d\u0438, \u0432 \u044f\u043a\u0438\u0445 \u0437\u043c\u0430\u0433\u0430\u044e\u0442\u044c\u0441\u044f \u0443\u0447\u0430\u0441\u043d\u0438\u043a\u0438, \u0456 \u0432 \u043a\u043e\u0436\u043d\u0456\u0439 \u0437 \u043d\u0438\u0445 \u0434\u0456\u0439\u0441\u043d\u043e \u043c\u043e\u0436\u043d\u0430 \u043e\u0442\u0440\u0438\u043c\u0430\u0442\u0438 \u0437\u043e\u043b\u043e\u0442\u0456, \u0441\u0440\u0456\u0431\u043d\u0456 \u0442\u0430 \u0431\u0440\u043e\u043d\u0437\u043e\u0432\u0456 \u043c\u0435\u0434\u0430\u043b\u0456.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><em>\u0412\u0441\u044c\u043e\u0433\u043e \u043d\u0438\u043d\u0456 \u0454 4 \u0434\u0438\u0441\u0446\u0438\u043f\u043b\u0456\u043d\u0438:<\/em><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u041d\u0430\u0433\u043e\u0440\u043e\u0434\u0438 \u0437\u0430 \u043f\u0435\u0440\u0435\u043c\u043e\u0433\u0438 \u0443 \u0437\u043c\u0430\u0433\u0430\u043d\u043d\u044f\u0445.<\/strong> \u0417\u0430\u043b\u0435\u0436\u043d\u043e \u0432\u0456\u0434 \u043a\u0456\u043b\u044c\u043a\u043e\u0441\u0442\u0456 \u0443\u0447\u0430\u0441\u043d\u0438\u043a\u0456\u0432 \u043f\u0440\u0438\u0437\u043e\u0432\u0438\u0445 \u043c\u0456\u0441\u0446\u044c \u043c\u043e\u0436\u0435 \u0431\u0443\u0442\u0438 \u0431\u0430\u0433\u0430\u0442\u043e.<\/li>\n\n\n\n<li><strong>\u041d\u0430\u0433\u043e\u0440\u043e\u0434\u0438 \u0437\u0430 \u043a\u0440\u0430\u0449\u0456 \u043d\u0430\u0431\u043e\u0440\u0438 \u0434\u0430\u043d\u0438\u0445. <\/strong>\u041f\u0456\u0434\u0433\u043e\u0442\u043e\u0432\u043a\u0430 \u0442\u0430 \u0437\u0431\u0456\u0440 \u0434\u0430\u043d\u0438\u0445 \u2014 \u0446\u0435 \u0442\u0435\u0436 \u0432\u0435\u043b\u0438\u043a\u0430 \u0440\u043e\u0431\u043e\u0442\u0430 \u0442\u0430 \u0432\u0438\u043c\u0430\u0433\u0430\u0454 \u043c\u0430\u0439\u0441\u0442\u0435\u0440\u043d\u043e\u0441\u0442\u0456 \u0434\u0430\u0442\u0430\u0441\u0430\u0454\u043d\u0442\u0438\u0441\u0442\u0430.<\/li>\n\n\n\n<li><strong>\u041d\u0430\u0433\u043e\u0440\u043e\u0434\u0438 \u0437\u0430 \u043a\u0440\u0430\u0449\u0438\u0439 \u0432\u0456\u0434\u043a\u0440\u0438\u0442\u0438\u0439 \u043a\u043e\u0434.<\/strong> \u041d\u0430 Kaggle \u043b\u044e\u0434\u0438 \u043f\u0443\u0431\u043b\u0456\u043a\u0443\u044e\u0442\u044c \u043a\u043e\u0434 \u0432\u0456\u0434\u043a\u0440\u0438\u0442\u043e, \u044f\u043a \u043d\u0430 \u0413\u0456\u0442\u0445\u0430\u0431\u0456, \u0442\u0430 \u0456\u043d\u0448\u0456, \u043c\u0435\u043d\u0448 \u0434\u043e\u0441\u0432\u0456\u0434\u0447\u0435\u043d\u0456, ML-\u0444\u0430\u0445\u0456\u0432\u0446\u0456 \u043c\u043e\u0436\u0443\u0442\u044c \u0432\u0447\u0438\u0442\u0438\u0441\u044f \u0437 \u0439\u043e\u0433\u043e \u0434\u043e\u043f\u043e\u043c\u043e\u0433\u043e\u044e, \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0439\u043e\u0433\u043e \u0432 \u0441\u0432\u043e\u0457\u0439 \u0440\u043e\u0431\u043e\u0442\u0456.<\/li>\n\n\n\n<li><strong>\u041d\u0430\u0433\u043e\u0440\u043e\u0434\u0438 \u0437\u0430 \u0443\u0447\u0430\u0441\u0442\u044c \u0432 \u043e\u0431\u0433\u043e\u0432\u043e\u0440\u0435\u043d\u043d\u044f\u0445.<\/strong> \u0410 \u0442\u0443\u0442 \u041a\u0430\u0433\u0433\u043b \u0431\u0456\u043b\u044c\u0448\u0435 \u0441\u0445\u043e\u0436\u0438\u0439 \u043d\u0430 \u0456\u043d\u0448\u0438\u0439 \u043f\u043e\u043f\u0443\u043b\u044f\u0440\u043d\u0438\u0439 \u0440\u0435\u0441\u0443\u0440\u0441, \u0421\u0442\u0435\u043a\u043e\u0432\u0435\u0440\u0444\u043b\u043e\u0443, \u0434\u0435 \u043b\u044e\u0434\u0438 \u0434\u0456\u043b\u044f\u0442\u044c\u0441\u044f \u0434\u0443\u043c\u043a\u0430\u043c\u0438, \u0432\u0456\u0434\u043f\u043e\u0432\u0456\u0434\u0430\u044e\u0442\u044c \u043d\u0430 \u043f\u0438\u0442\u0430\u043d\u043d\u044f \u0442\u0430 \u043e\u0431\u0433\u043e\u0432\u043e\u0440\u044e\u044e\u0442\u044c \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0438, \u043e\u0446\u0456\u043d\u044e\u044e\u0442\u044c \u0432\u0456\u0434\u043f\u043e\u0432\u0456\u0434\u0456 \u043e\u0434\u0438\u043d \u043e\u0434\u043d\u043e\u0433\u043e.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u041e\u0442\u0440\u0438\u043c\u0443\u044e\u0447\u0438 \u043d\u043e\u0432\u0456 \u043c\u0435\u0434\u0430\u043b\u0456 \u0432 \u0440\u0456\u0437\u043d\u0438\u0445 \u0434\u0438\u0441\u0446\u0438\u043f\u043b\u0456\u043d\u0430\u0445, \u0443\u0447\u0430\u0441\u043d\u0438\u043a\u0438 \u0437\u0430\u0440\u043e\u0431\u043b\u044f\u044e\u0442\u044c \u0442\u0430\u043a\u043e\u0436 \u0456 \u043d\u043e\u0432\u0456 \u0441\u043f\u043e\u0440\u0442\u0438\u0432\u043d\u0456 <em>\u0442\u0438\u0442\u0443\u043b\u0438<\/em>, \u044f\u043a\u0456 \u043c\u043e\u0436\u043d\u0430 \u043f\u043e\u0431\u0430\u0447\u0438\u0442\u0438 \u0443 \u0457\u0445\u043d\u0456\u0445 \u043f\u0440\u043e\u0444\u0456\u043b\u044f\u0445 (\u0437\u0430 \u043a\u043e\u0436\u043d\u0443 \u0434\u0438\u0441\u0446\u0438\u043f\u043b\u0456\u043d\u0443 \u0442\u0438\u0442\u0443\u043b \u0437\u0430\u0440\u043e\u0431\u043b\u044f\u0454\u0442\u044c\u0441\u044f \u043e\u043a\u0440\u0435\u043c\u043e):<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u041d\u043e\u0432\u0430\u0447\u043e\u043a <\/strong>\u2014 \u043d\u0430\u0434\u0430\u0454\u0442\u044c\u0441\u044f \u0437\u0430 \u0440\u0435\u0454\u0441\u0442\u0440\u0430\u0446\u0456\u044e,<\/li>\n\n\n\n<li><strong>\u0423\u0447\u0430\u0441\u043d\u0438\u043a <\/strong>\u2014 \u043f\u0440\u0438\u0441\u0443\u0434\u0436\u0443\u0454\u0442\u044c\u0441\u044f \u0437\u0430 \u0437\u0430\u043f\u043e\u0432\u043d\u0435\u043d\u043d\u044f \u043f\u0440\u043e\u0444\u0456\u043b\u044e, \u0437\u0430\u043f\u0438\u0441 \u043d\u0430 \u0437\u043c\u0430\u0433\u0430\u043d\u043d\u044f, \u043f\u0435\u0440\u0448\u0438\u0439 \u043a\u043e\u043c\u0435\u043d\u0442\u0430\u0440 \u0442\u0430 \u043f\u0435\u0440\u0448\u0438\u0439 \u0437\u0430\u043f\u0443\u0441\u043a \u043a\u043e\u0434\u0443 \u043d\u0430 \u0441\u0430\u0439\u0442\u0456,<\/li>\n\n\n\n<li><strong>\u0415\u043a\u0441\u043f\u0435\u0440\u0442 <\/strong>\u2014 \u043f\u0440\u0438\u0441\u0443\u0434\u0436\u0443\u0454\u0442\u044c\u0441\u044f \u0437\u0430 \u043f\u0435\u0432\u043d\u0443 \u043a\u0456\u043b\u044c\u043a\u0456\u0441\u0442\u044c \u0431\u0440\u043e\u043d\u0437\u043e\u0432\u0438\u0445 \u043c\u0435\u0434\u0430\u043b\u0435\u0439 \u0432 \u0434\u0438\u0441\u0446\u0438\u043f\u043b\u0456\u043d\u0456,<\/li>\n\n\n\n<li><strong>\u041c\u0430\u0439\u0441\u0442\u0435\u0440<\/strong>* \u2014 \u043f\u0440\u0438\u0441\u0443\u0434\u0436\u0443\u0454\u0442\u044c\u0441\u044f \u0437\u0430 \u043f\u0435\u0432\u043d\u0443 \u043a\u0456\u043b\u044c\u043a\u0456\u0441\u0442\u044c \u0441\u0440\u0456\u0431\u043d\u0438\u0445 \u0442\u0430 \u043c\u0456\u043d\u0456\u043c\u0443\u043c \u043e\u0434\u043d\u0443 \u0437\u043e\u043b\u043e\u0442\u0443 \u043c\u0435\u0434\u0430\u043b\u044c (\u0434\u043b\u044f \u0437\u043c\u0430\u0433\u0430\u043d\u044c \u0442\u0430 \u043d\u0430\u0431\u043e\u0440\u0456\u0432 \u0434\u0430\u043d\u0438\u0445) \u0437\u0430 \u0434\u0438\u0441\u0446\u0438\u043f\u043b\u0456\u043d\u0430\u043c\u0438,<\/li>\n\n\n\n<li><strong>\u0413\u0440\u043e\u0441\u043c\u0435\u0439\u0441\u0442\u0435\u0440 <\/strong>\u2014 \u043f\u0440\u0438\u0441\u0443\u0434\u0436\u0443\u0454\u0442\u044c\u0441\u044f \u0437\u0430 \u043f\u0435\u0432\u043d\u0443 \u043a\u0456\u043b\u044c\u043a\u0456\u0441\u0442\u044c \u0437\u043e\u043b\u043e\u0442\u0438\u0445 \u043c\u0435\u0434\u0430\u043b\u0435\u0439 \u0432 \u0434\u0438\u0441\u0446\u0438\u043f\u043b\u0456\u043d\u0456.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><em>*\u0423\u0447\u0430\u0441\u043d\u0438\u043a \u0440\u0456\u0432\u043d\u044f \u00ab\u041c\u0430\u0439\u0441\u0442\u0435\u0440\u00bb\u200e \u0432 \u0434\u0435\u043a\u0456\u043b\u044c\u043a\u043e\u0445 \u0434\u0438\u0441\u0446\u0438\u043f\u043b\u0456\u043d\u0430\u0445 \u2013 \u0446\u0435 \u044f\u043a \u043c\u0456\u043d\u0456\u043c\u0443\u043c \u043c\u0456\u0446\u043d\u0438\u0439 \u043c\u0456\u0434\u043b, \u044f\u043a\u0438\u0439 \u0443\u043c\u0456\u0454 \u0432\u0438\u0440\u0456\u0448\u0443\u0432\u0430\u0442\u0438 \u043e\u0441\u043d\u043e\u0432\u043d\u0456 \u0437\u0430\u0432\u0434\u0430\u043d\u043d\u044f ML-\u0444\u0430\u0445\u0456\u0432\u0446\u044f<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u041f\u043e\u0433\u043b\u044f\u043d\u0435\u043c\u043e, \u044f\u043a \u0446\u0435 \u0432\u0438\u0433\u043b\u044f\u0434\u0430\u0454 \u043d\u0430 \u0441\u0442\u043e\u0440\u0456\u043d\u0446\u0456 \u0443\u0447\u0430\u0441\u043d\u0438\u043a\u0430 \u041a\u0430\u0433\u0433\u043b:<\/p>\n\n\n<div class=\"lazyblock-slajder-Z2lcoIE wp-block-lazyblock-slajder\"><div class=\"slider\">\r\n<div>\r\n\r\n<img wpfc-lazyload-disable=\"true\" loading=\"lazy\" width=\"914\" height=\"540\" src=\"https:\/\/itexpert.work\/wp-content\/uploads\/2022\/05\/storinka-uchasnyka-na-platformi-kaggle.jpg\" class=\"attachment-full size-full pp_post_image\" alt=\"\u0421\u0442\u043e\u0440\u0456\u043d\u043a\u0430 \u0443\u0447\u0430\u0441\u043d\u0438\u043a\u0430 \u043d\u0430 \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u0456 Kaggle\" wpfc-lazyload-disable=\"true\" decoding=\"async\" \/>\r\n<a href=\"https:\/\/itexpert.work\/wp-content\/uploads\/2022\/05\/storinka-uchasnyka-na-platformi-kaggle.jpg\" class=\"see_more\">\r\n    <div class=\"zoom_in\">\r\n        <img wpfc-lazyload-disable=\"true\" loading=\"lazy\" decoding=\"async\" src=\"https:\/\/itexpert.work\/wp-content\/themes\/itexpert\/assets\/images\/zoom-in.svg\" width=\"18\" height=\"18\" alt=\"\">\r\n        <span>\u0414\u0438\u0432\u0438\u0442\u0438\u0441\u044c \u0434\u0435\u0442\u0430\u043b\u044c\u043d\u0456\u0448\u0435<\/span>\r\n    <\/div>\r\n<\/a>\r\n\r\n<\/div>\r\n<\/div>\r\n<\/div>\n\n\n<p class=\"wp-block-paragraph\">\u0421\u043f\u0438\u0441\u043e\u043a \u0442\u0438\u0442\u0443\u043b\u0456\u0432 \u0442\u0430 \u043c\u0435\u0434\u0430\u043b\u0435\u0439 \u043a\u043e\u0436\u043d\u043e\u0433\u043e \u0443\u0447\u0430\u0441\u043d\u0438\u043a\u0430 \u043e\u0434\u0440\u0430\u0437\u0443 \u0432\u0438\u0434\u043d\u043e, \u0432\u0438 \u043b\u0435\u0433\u043a\u043e \u0437\u043c\u043e\u0436\u0435\u0442\u0435 \u043e\u0446\u0456\u043d\u0438\u0442\u0438 \u0439\u043e\u0433\u043e \u0434\u043e\u0441\u044f\u0433\u043d\u0435\u043d\u043d\u044f \u0437 \u043f\u0435\u0440\u0448\u043e\u0433\u043e \u043f\u043e\u0433\u043b\u044f\u0434\u0443 \u043d\u0430 \u0441\u0442\u043e\u0440\u0456\u043d\u043a\u0443.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u041a\u043e\u0440\u0438\u0441\u043d\u043e\u044e \u0456\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0456\u0454\u044e \u0431\u0443\u0434\u0443\u0442\u044c \u0434\u0430\u043d\u0456 \u043f\u0440\u043e \u043b\u043e\u043a\u0430\u0446\u0456\u044e \u043a\u0430\u043d\u0434\u0438\u0434\u0430\u0442\u0430, \u0439\u043e\u0433\u043e \u043f\u043e\u0442\u043e\u0447\u043d\u0435 \u043c\u0456\u0441\u0446\u0435 \u0440\u043e\u0431\u043e\u0442\u0438 \u0442\u0430 \u043f\u043e\u0441\u0438\u043b\u0430\u043d\u043d\u044f \u043d\u0430 \u0439\u043e\u0433\u043e \u0441\u043e\u0446\u043c\u0435\u0440\u0435\u0436\u0456, \u043f\u0440\u043e\u0444\u0456\u043b\u044c \u043d\u0430 \u0413\u0456\u0442\u0445\u0430\u0431\u0456, \u0441\u0430\u0439\u0442 \u0442\u043e\u0449\u043e.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0429\u043e\u0431 \u0441\u043a\u043e\u0440\u0438\u0441\u0442\u0430\u0442\u0438\u0441\u044f \u043a\u043d\u043e\u043f\u043a\u043e\u044e \u0437\u0432\u2019\u044f\u0437\u043a\u0443, \u0432\u0430\u043c \u0437\u043d\u0430\u0434\u043e\u0431\u0438\u0442\u044c\u0441\u044f \u044f\u043a \u043c\u0456\u043d\u0456\u043c\u0443\u043c \u0442\u0438\u0442\u0443\u043b \u0443\u0447\u0430\u0441\u043d\u0438\u043a\u0430 \u2014 \u0446\u0435 \u043f\u0440\u043e\u0441\u0442\u0456\u0448\u0438\u0439 \u0441\u043f\u043e\u0441\u0456\u0431 \u0437\u0432\u2019\u044f\u0437\u0430\u0442\u0438\u0441\u044f \u0437 \u043b\u044e\u0434\u0438\u043d\u043e\u044e, \u043d\u0456\u0436 \u0448\u0443\u043a\u0430\u0442\u0438 \u0439\u043e\u0433\u043e \u0447\u0435\u0440\u0435\u0437 \u0441\u043e\u0446\u043c\u0435\u0440\u0435\u0436\u0456. \u0410\u043b\u0435 \u0432\u0430\u0440\u0442\u043e \u0432\u0440\u0430\u0445\u043e\u0432\u0443\u0432\u0430\u0442\u0438, \u0449\u043e \u0434\u043b\u044f \u043e\u0442\u0440\u0438\u043c\u0430\u043d\u043d\u044f \u0442\u0438\u0442\u0443\u043b\u0443 \u0432\u0430\u043c \u0437\u043d\u0430\u0434\u043e\u0431\u043b\u044f\u0442\u044c\u0441\u044f \u0434\u0435\u044f\u043a\u0456 \u0442\u0435\u0445\u043d\u0456\u0447\u043d\u0456 \u043d\u0430\u0432\u0438\u0447\u043a\u0438 \u0430\u0431\u043e \u0434\u043e\u043f\u043e\u043c\u043e\u0433\u0430 \u043a\u043e\u0433\u043e\u0441\u044c \u0437 \u0443\u0447\u0430\u0441\u043d\u0438\u043a\u0456\u0432 \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u0438.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0422\u0430\u043a\u043e\u0436 \u0431\u0430\u0433\u0430\u0442\u043e \u043a\u043e\u0440\u0438\u0441\u0442\u0443\u0432\u0430\u0447\u0456\u0432 \u0437\u0430\u043f\u043e\u0432\u043d\u044e\u044e\u0442\u044c \u0440\u043e\u0437\u0434\u0456\u043b \u0431\u0456\u043e\u0433\u0440\u0430\u0444\u0456\u0457 \u043d\u0430 \u0441\u0430\u0439\u0442\u0456, \u044f\u043a\u0438\u0439 \u0437\u043d\u0430\u0445\u043e\u0434\u0438\u0442\u044c\u0441\u044f \u0442\u0440\u043e\u0448\u043a\u0438 \u043d\u0438\u0436\u0447\u0435 \u043d\u0430 \u0441\u0442\u043e\u0440\u0456\u043d\u0446\u0456. \u0422\u0430\u043c \u043c\u043e\u0436\u0435 \u0431\u0443\u0442\u0438 \u043a\u043e\u0440\u0438\u0441\u043d\u0430 \u0456\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0456\u044f \u043f\u0440\u043e \u0457\u0445\u043d\u0456\u0439 \u0434\u043e\u0441\u0432\u0456\u0434, \u0441\u043f\u0435\u0446\u0456\u0430\u043b\u0456\u0437\u0430\u0446\u0456\u0457, \u043e\u0441\u0432\u0456\u0442\u0443 \u0447\u0438 \u043d\u0430\u0432\u0456\u0442\u044c \u043f\u0440\u044f\u043c\u0456 \u043a\u043e\u043d\u0442\u0430\u043a\u0442\u043d\u0456 \u0434\u0430\u043d\u0456.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0410\u043b\u0435 \u043d\u0435 \u0437\u0430\u0432\u0436\u0434\u0438 \u043f\u043e\u0442\u0440\u0456\u0431\u043d\u0443 \u0456\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0456\u044e \u0432\u0434\u0430\u0454\u0442\u044c\u0441\u044f \u0434\u0456\u0437\u043d\u0430\u0442\u0438\u0441\u044f \u0437 \u0440\u043e\u0437\u0434\u0456\u043b\u0443 \u0431\u0456\u043e\u0433\u0440\u0430\u0444\u0456\u0457. \u0417\u0430\u0440\u0430\u0437 \u043f\u043e\u0448\u0443\u043a machine learning-\u0444\u0430\u0445\u0456\u0432\u0446\u0456\u0432 \u0441\u0442\u0430\u0454 \u0432\u0441\u0435 \u0431\u0456\u043b\u044c\u0448 \u0432\u0443\u0437\u044c\u043a\u043e\u043d\u0430\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u043c, \u0432\u0430\u043c \u0447\u0430\u0441\u0442\u043e \u043f\u043e\u0442\u0440\u0456\u0431\u043d\u0456 \u043b\u044e\u0434\u0438 \u0437\u0456 \u0441\u043f\u0435\u0446\u0438\u0444\u0456\u0447\u043d\u0438\u043c \u0434\u043e\u0441\u0432\u0456\u0434\u043e\u043c: \u043e\u0431\u0440\u043e\u0431\u043a\u043e\u044e \u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u044c, NLP, \u0440\u043e\u0431\u043e\u0442\u043e\u044e \u0437 \u0430\u0443\u0434\u0456\u043e \u0442\u043e\u0449\u043e. \u0412 \u0442\u0430\u043a\u043e\u043c\u0443 \u0432\u0438\u043f\u0430\u0434\u043a\u0443 \u0432\u0430\u043c \u0434\u043e\u043f\u043e\u043c\u043e\u0436\u0443\u0442\u044c \u0434\u0435\u0442\u0430\u043b\u044c\u043d\u0456 \u043e\u043f\u0438\u0441\u0438 \u0442\u0438\u0442\u0443\u043b\u0456\u0432.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u041d\u0430\u0442\u0438\u0441\u043d\u0443\u0432\u0448\u0438 \u043d\u0430 \u043d\u0430\u0437\u0432\u0443 \u043a\u043e\u0436\u043d\u043e\u0433\u043e \u0437 \u0442\u0438\u0442\u0443\u043b\u0456\u0432, \u0432\u0438 \u043f\u043e\u0431\u0430\u0447\u0438\u0442\u0435, \u0437\u0430 \u0449\u043e \u0439\u043e\u0433\u043e \u043f\u0440\u0438\u0441\u0443\u0434\u0438\u043b\u0438. \u0426\u0435, \u0431\u0435\u0437\u0443\u043c\u043e\u0432\u043d\u043e, \u043d\u0435 \u0442\u0430\u043a \u0437\u0440\u0443\u0447\u043d\u043e, \u044f\u043a \u043f\u0435\u0440\u0435\u043b\u0456\u043a \u043f\u0440\u043e\u0454\u043a\u0442\u0456\u0432 \u043d\u0430 Linkedin, \u0430\u043b\u0435 \u043a\u043e\u0440\u0438\u0441\u043d\u0443 \u0456\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0456\u044e \u0442\u0435\u0436 \u043c\u043e\u0436\u043d\u0430 \u043e\u0442\u0440\u0438\u043c\u0430\u0442\u0438:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><em>\u0414\u043b\u044f \u0437\u043c\u0430\u0433\u0430\u043d\u044c<\/em> \u0454 \u043d\u0430\u0437\u0432\u0430 \u0442\u0430 \u043a\u043e\u0440\u043e\u0442\u043a\u0438\u0439 \u043e\u043f\u0438\u0441 \u0437\u043c\u0430\u0433\u0430\u043d\u043d\u044f, \u0437 \u044f\u043a\u043e\u0433\u043e \u0447\u0430\u0441\u0442\u043e \u043c\u043e\u0436\u043d\u0430 \u0437\u0440\u043e\u0437\u0443\u043c\u0456\u0442\u0438, \u0432 \u044f\u043a\u0456\u0439 \u0441\u0444\u0435\u0440\u0456 \u0443\u0447\u0430\u0441\u043d\u0438\u043a \u0432\u043c\u0456\u0454 \u0432\u0438\u0440\u0456\u0448\u0443\u0432\u0430\u0442\u0438 \u0437\u0430\u0432\u0434\u0430\u043d\u043d\u044f,<\/li>\n\n\n\n<li><em>\u0414\u043b\u044f \u043d\u0430\u0431\u043e\u0440\u0456\u0432 \u0434\u0430\u043d\u0438\u0445<\/em> \u0454 \u043e\u043f\u0438\u0441, \u0437\u0430 \u044f\u043a\u0438\u043c \u0437\u0440\u0456\u0434\u043a\u0430 \u043c\u043e\u0436\u043d\u0430 \u043e\u0434\u0440\u0430\u0437\u0443 \u0437\u0440\u043e\u0437\u0443\u043c\u0456\u0442\u0438 \u0441\u0444\u0435\u0440\u0443 \u0434\u0456\u044f\u043b\u044c\u043d\u043e\u0441\u0442\u0456 \u0443\u0447\u0430\u0441\u043d\u0438\u043a\u0430,<\/li>\n\n\n\n<li><em>\u0414\u043b\u044f \u0432\u0456\u0434\u043a\u0440\u0438\u0442\u043e\u0433\u043e \u043a\u043e\u0434\u0443<\/em> \u043f\u0438\u0448\u0435\u0442\u044c\u0441\u044f \u043d\u0430\u0437\u0432\u0430 \u0430\u0440\u0445\u0456\u0432\u0443, \u043d\u0430\u0437\u0432\u0430 \u0437\u043c\u0430\u0433\u0430\u043d\u043d\u044f \u0434\u043b\u044f \u044f\u043a\u043e\u0433\u043e \u0441\u0442\u0432\u043e\u0440\u044e\u0432\u0430\u0432\u0441\u044f \u0446\u0435\u0439 \u043a\u043e\u0434, \u0430 \u0442\u0430\u043a\u043e\u0436 \u0434\u043e\u0441\u0438\u0442\u044c \u0447\u0430\u0441\u0442\u043e \u0437\u0440\u0443\u0447\u043d\u0456 \u0442\u0430 \u0456\u043d\u0444\u043e\u0440\u043c\u0430\u0442\u0438\u0432\u043d\u0456 \u0442\u0435\u0433\u0438, \u0432 \u044f\u043a\u0438\u0445 \u043f\u0438\u0448\u0443\u0442\u044c \u0441\u0444\u0435\u0440\u0438 \u0442\u0430 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u0430\u043d\u0456 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0456\u0457,<\/li>\n\n\n\n<li><em>\u0414\u043b\u044f \u043e\u0431\u0433\u043e\u0432\u043e\u0440\u0435\u043d\u044c<\/em> \u0434\u0430\u044e\u0442\u044c \u043f\u0435\u0440\u0435\u0433\u043b\u044f\u043d\u0443\u0442\u0438, \u0437\u0430 \u044f\u043a\u0456 \u0431\u0435\u0437\u043f\u043e\u0441\u0435\u0440\u0435\u0434\u043d\u044c\u043e \u043f\u043e\u0432\u0456\u0434\u043e\u043c\u043b\u0435\u043d\u043d\u044f \u0443\u0447\u0430\u0441\u043d\u0438\u043a \u043e\u0442\u0440\u0438\u043c\u0430\u0432 \u043d\u0430\u0433\u043e\u0440\u043e\u0434\u0438: \u0437\u0430 \u0449\u043e\u0441\u044c \u0432\u0430\u0436\u043b\u0438\u0432\u0435 \u0447\u0438 \u0437\u0430 \u0432\u0434\u0430\u043b\u0438\u0439 \u043c\u0435\u043c \u0437 \u043a\u043e\u0442\u0438\u043a\u043e\u043c, \u2013 \u0430 \u0442\u0430\u043a\u043e\u0436 \u0437\u0430 \u0434\u043e\u0441\u0442\u0430\u0442\u043d\u044c\u043e\u0457 \u043a\u0432\u0430\u043b\u0456\u0444\u0456\u043a\u0430\u0446\u0456\u0457 \u043c\u043e\u0436\u043d\u0430 \u0432\u0438\u0437\u043d\u0430\u0447\u0438\u0442\u0438, \u0437 \u044f\u043a\u043e\u0457 \u0441\u0444\u0435\u0440\u0438 \u0446\u0435 \u043e\u0431\u0433\u043e\u0432\u043e\u0440\u0435\u043d\u043d\u044f.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0422\u0435\u043f\u0435\u0440, \u043a\u043e\u043b\u0438 \u0432\u0438 \u0437\u043d\u0430\u0454\u0442\u0435, \u044f\u043a \u00ab\u0447\u0438\u0442\u0430\u0442\u0438\u00bb\u200e \u0441\u0442\u043e\u0440\u0456\u043d\u043a\u0443 \u043a\u043e\u0440\u0438\u0441\u0442\u0443\u0432\u0430\u0447\u0430 \u043d\u0430 Kaggle, \u0440\u043e\u0437\u0433\u043b\u044f\u043d\u0435\u043c\u043e, \u044f\u043a \u0437\u043d\u0430\u0439\u0442\u0438 \u043f\u043e\u0442\u0440\u0456\u0431\u043d\u0438\u0445 \u0432\u0430\u043c \u043a\u043e\u0440\u0438\u0441\u0442\u0443\u0432\u0430\u0447\u0456\u0432 \u0441\u0435\u0440\u0435\u0434 \u0440\u0435\u0448\u0442\u0438 \u0443\u0447\u0430\u0441\u043d\u0438\u043a\u0456\u0432.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u042f\u043a \u0456 \u0432 \u0431\u0430\u0433\u0430\u0442\u044c\u043e\u0445 \u0456\u043d\u0448\u0438\u0445 \u0432\u0438\u043f\u0430\u0434\u043a\u0430\u0445, \u043d\u0430 \u0434\u043e\u043f\u043e\u043c\u043e\u0433\u0443 \u0432\u0430\u043c \u043f\u0440\u0438\u0445\u043e\u0434\u0438\u0442\u044c \u0442\u0430\u043a \u0437\u0432\u0430\u043d\u0438\u0439 \u00abX-ray search\u00bb\u200e \u0447\u0435\u0440\u0435\u0437 Google, \u0430\u0431\u043e, \u043f\u0440\u043e\u0441\u0442\u0456\u0448\u0435 \u043a\u0430\u0436\u0443\u0447\u0438, \u043f\u043e\u0448\u0443\u043a \u043f\u043e \u0441\u0430\u0439\u0442\u0443 kaggle.com \u0437 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u0430\u043d\u043d\u044f\u043c \u043f\u043e\u0442\u0440\u0456\u0431\u043d\u0438\u0445 \u043a\u043b\u044e\u0447\u043e\u0432\u0438\u0445 \u0441\u043b\u0456\u0432:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u041f\u043e-\u043f\u0435\u0440\u0448\u0435, \u043d\u0430\u043c \u0437\u043d\u0430\u0434\u043e\u0431\u0438\u0442\u044c\u0441\u044f \u043f\u043e\u0448\u0443\u043a \u043f\u043e \u0441\u0430\u0439\u0442\u0443: site:kaggle.com,<\/li>\n\n\n\n<li>\u0414\u0430\u043b\u0456 \u043d\u0430\u043c \u043f\u043e\u0442\u0440\u0456\u0431\u043d\u043e \u0432\u0438\u0434\u0456\u043b\u0438\u0442\u0438 \u0441\u0430\u043c\u0435 \u0441\u0442\u043e\u0440\u0456\u043d\u043a\u0443 \u043a\u043e\u0440\u0438\u0441\u0442\u0443\u0432\u0430\u0447\u0430. \u041e\u0441\u043a\u0456\u043b\u044c\u043a\u0438 \u0437\u0430 \u043f\u043e\u0441\u0438\u043b\u0430\u043d\u043d\u044f\u043c \u0446\u0435 \u0437\u0440\u043e\u0431\u0438\u0442\u0438 \u043d\u0435\u043c\u043e\u0436\u043b\u0438\u0432\u043e, \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438\u043c\u0435\u043c\u043e \u0442\u0435\u043a\u0441\u0442, \u044f\u043a\u0438\u0439 \u0454 \u0442\u0456\u043b\u044c\u043a\u0438 \u043d\u0430 \u0441\u0442\u043e\u0440\u0456\u043d\u0446\u0456: \u201cContact User<em>\u201d<\/em>,<\/li>\n\n\n\n<li>\u0406 \u043d\u0430\u0441\u0430\u043c\u043a\u0456\u043d\u0435\u0446\u044c \u043d\u0430\u043c \u043f\u043e\u0442\u0440\u0456\u0431\u043d\u043e \u0437\u0432\u0443\u0437\u0438\u0442\u0438 \u043f\u043e\u0448\u0443\u043a \u0442\u0456\u043b\u044c\u043a\u0438 \u0434\u043e \u043a\u043e\u0440\u0438\u0441\u0442\u0443\u0432\u0430\u0447\u0456\u0432, \u044f\u043a\u0456 \u0432\u043a\u0430\u0437\u0430\u043b\u0438 \u0432 \u043b\u043e\u043a\u0430\u0446\u0456\u0457 \u0423\u043a\u0440\u0430\u0457\u043d\u0443: \u201cUkraine<em>\u201d<\/em>.<\/li>\n\n\n\n<li>\u0412 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u0456 \u043e\u0442\u0440\u0438\u043c\u0443\u0454\u043c\u043e \u0442\u0430\u043a\u0438\u0439 \u043f\u043e\u0448\u0443\u043a\u043e\u0432\u0438\u0439 \u0440\u044f\u0434\u043e\u043a \u0434\u043b\u044f Google:<\/li>\n<\/ul>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\"><strong>site:kaggle.com \u201cContact User<em>\u201d<\/em> \u201cUkraine<em>\u201d<\/em><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0417\u0432\u0456\u0441\u043d\u043e, \u0432\u0438 \u043c\u043e\u0436\u0435\u0442\u0435 \u043c\u043e\u0434\u0438\u0444\u0456\u043a\u0443\u0432\u0430\u0442\u0438 \u043f\u043e\u0448\u0443\u043a \u0442\u0430 \u0434\u043e\u0434\u0430\u0442\u0438 \u0441\u0432\u043e\u0457 \u043a\u043b\u044e\u0447\u043e\u0432\u0456 \u0441\u043b\u043e\u0432\u0430 \u0442\u0430\u043a, \u044f\u043a \u0432\u0432\u0430\u0436\u0430\u0454\u0442\u0435 \u0437\u0430 \u043f\u043e\u0442\u0440\u0456\u0431\u043d\u0435. \u041d\u0430\u043f\u0440\u0438\u043a\u043b\u0430\u0434, \u043e\u0434\u0440\u0430\u0437\u0443 \u0448\u0443\u043a\u0430\u0442\u0438 \u0441\u0442\u043e\u0440\u0456\u043d\u043a\u0438, \u0434\u0435 \u0437\u0443\u0441\u0442\u0440\u0456\u0447\u0430\u0454\u0442\u044c\u0441\u044f \u0441\u043b\u043e\u0432\u043e \u201cmaster\u201d, \u0449\u043e\u0431 \u0437\u043d\u0430\u0439\u0442\u0438 \u0442\u0456\u043b\u044c\u043a\u0438 \u0434\u043e\u0441\u0432\u0456\u0434\u0447\u0435\u043d\u0438\u0445 \u043a\u043e\u0440\u0438\u0441\u0442\u0443\u0432\u0430\u0447\u0456\u0432.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u042f\u043a \u0431\u0430\u0447\u0438\u0442\u0435, Kaggle \u2014 \u0446\u0435 \u0442\u0430\u043a\u0438\u0439 \u043a\u043e\u0440\u0438\u0441\u043d\u0438\u0439 \u0441\u0430\u0439\u0442 \u0434\u043b\u044f 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aria-hidden=\"true\"><\/div>\n<\/form>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u0412\u0441\u0456 \u0432\u0436\u0435 \u043d\u0430\u043f\u0435\u0432\u043d\u043e \u0447\u0443\u043b\u0438, \u0449\u043e \u043a\u0440\u0443\u0442\u0438\u0439 \u0440\u0435\u043a\u0440\u0443\u0442\u0435\u0440 \u043c\u0430\u0454 \u0432\u043c\u0456\u0442\u0438 \u0448\u0443\u043a\u0430\u0442\u0438 \u043a\u0440\u0430\u0449\u0438\u0445 \u043a\u0430\u043d\u0434\u0438\u0434\u0430\u0442\u0456\u0432 \u0447\u0435\u0440\u0435\u0437 GitHub \u0447\u0438 StackOverflow. \u0410\u043b\u0435 \u0436 \u043d\u0435 \u0432\u0441\u0456 \u0441\u043f\u0435\u0446\u0456\u0430\u043b\u044c\u043d\u043e\u0441\u0442\u0456 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u044e\u0442\u044c \u0446\u0456 \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u0438 \u043e\u0434\u043d\u0430\u043a\u043e\u0432\u043e? \u0427\u0438 \u0432\u0438\u043a\u043b\u0430\u0434\u0430\u044e\u0442\u044c \u0434\u0430\u0442\u0430\u0441\u0430\u0454\u0442\u0438\u0441\u0442\u0438 \u043a\u043e\u0434 \u043d\u0435\u0439\u0440\u043e\u043c\u0435\u0440\u0435\u0436 \u043d\u0430 \u0413\u0456\u0442\u0445\u0430\u0431 \u0430\u0431\u043e \u0447\u0438 \u043f\u0438\u0442\u0430\u044e\u0442\u044c \u0432\u043e\u043d\u0438 \u043d\u0430 \u0421\u0442\u0435\u043a\u043e\u0432\u0435\u0440\u0444\u043b\u043e\u0443, \u044f\u043a \u0432\u0456\u0434\u0440\u0456\u0437\u043d\u0438\u0442\u0438 \u043a\u043e\u0442\u0438\u043a\u0430 \u0432\u0456\u0434 \u043f\u0435\u0441\u0438\u043a\u0430? \u0410 \u044f\u043a \u0449\u043e\u0434\u043e \u043e\u043a\u0440\u0435\u043c\u043e\u0433\u043e \u043c\u0430\u0439\u0434\u0430\u043d\u0447\u0438\u043a\u0430, \u0434\u0435 \u043c\u043e\u0436\u043d\u0430 \u0440\u043e\u0431\u0438\u0442\u0438 \u0432\u0441\u0435 \u0446\u0435 \u043e\u0434\u043d\u043e\u0447\u0430\u0441\u043d\u043e \u0442\u0430 [&hellip;]<\/p>\n","protected":false},"author":7,"featured_media":13399,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[146],"tags":[],"class_list":["post-13398","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-instrumenty-ta-sorsing"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u042f\u043a \u0448\u0443\u043a\u0430\u0442\u0438 Data Science-\u0444\u0430\u0445\u0456\u0432\u0446\u0456\u0432 \u043d\u0430 Kaggle | ITExpert<\/title>\n<meta name=\"description\" content=\"\u0414\u0435 \u0448\u0443\u043a\u0430\u0442\u0438 Data Scientists? \u042f\u043a\u0449\u043e LinkedIn \u0442\u0430 Dou \u0432\u0436\u0435 \u043d\u0435 \u043f\u043e\u043a\u0430\u0437\u0443\u044e\u0442\u044c \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u0443, 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