{"id":987507908,"date":"2025-08-23T15:51:48","date_gmt":"2025-08-23T15:51:48","guid":{"rendered":"https:\/\/mystro-learning.com\/%d8%a3%d9%87%d9%85-%d9%85%d9%83%d8%aa%d8%a8%d8%a7%d8%aa-%d8%a8%d8%a7%d9%8a%d8%ab%d9%88%d9%86-%d9%84%d9%84%d8%b0%d9%83%d8%a7%d8%a1-%d8%a7%d9%84%d8%a7%d8%b5%d8%b7%d9%86%d8%a7%d8%b9%d9%8a%d8%8c-%d9%88\/"},"modified":"2026-07-09T06:09:19","modified_gmt":"2026-07-09T06:09:19","slug":"%d9%85%d9%83%d8%aa%d8%a8%d8%a7%d8%aa-%d8%a8%d8%a7%d9%8a%d8%ab%d9%88%d9%86-%d9%84%d9%84%d8%b0%d9%83%d8%a7%d8%a1-%d8%a7%d9%84%d8%a7%d8%b5%d8%b7%d9%86%d8%a7%d8%b9%d9%8a","status":"publish","type":"post","link":"https:\/\/mystro-learning.com\/ar\/%d9%85%d9%83%d8%aa%d8%a8%d8%a7%d8%aa-%d8%a8%d8%a7%d9%8a%d8%ab%d9%88%d9%86-%d9%84%d9%84%d8%b0%d9%83%d8%a7%d8%a1-%d8%a7%d9%84%d8%a7%d8%b5%d8%b7%d9%86%d8%a7%d8%b9%d9%8a\/","title":{"rendered":"\u0623\u0647\u0645 \u0645\u0643\u062a\u0628\u0627\u062a \u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u0644\u0630\u0643\u0627\u0621 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src=\"https:\/\/mystro-learning.com\/wp-content\/uploads\/2024\/06\/\u0644\u0645\u0627\u0630\u0627-\u062a\u064f\u0633\u062a\u062e\u062f\u0645-\u0645\u0643\u062a\u0628\u0627\u062a-\u0628\u0627\u064a\u062b\u0648\u0646-\u0644\u0644\u0630\u0643\u0627\u0621-\u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a-1024x634.jpg\" alt=\"\u0644\u0645\u0627\u0630\u0627 \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0645\u0643\u062a\u0628\u0627\u062a \u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\" class=\"wp-image-987505993\" srcset=\"https:\/\/mystro-learning.com\/wp-content\/uploads\/2024\/06\/\u0644\u0645\u0627\u0630\u0627-\u062a\u064f\u0633\u062a\u062e\u062f\u0645-\u0645\u0643\u062a\u0628\u0627\u062a-\u0628\u0627\u064a\u062b\u0648\u0646-\u0644\u0644\u0630\u0643\u0627\u0621-\u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a-1024x634.jpg 1024w, https:\/\/mystro-learning.com\/wp-content\/uploads\/2024\/06\/\u0644\u0645\u0627\u0630\u0627-\u062a\u064f\u0633\u062a\u062e\u062f\u0645-\u0645\u0643\u062a\u0628\u0627\u062a-\u0628\u0627\u064a\u062b\u0648\u0646-\u0644\u0644\u0630\u0643\u0627\u0621-\u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a-300x186.jpg 300w, https:\/\/mystro-learning.com\/wp-content\/uploads\/2024\/06\/\u0644\u0645\u0627\u0630\u0627-\u062a\u064f\u0633\u062a\u062e\u062f\u0645-\u0645\u0643\u062a\u0628\u0627\u062a-\u0628\u0627\u064a\u062b\u0648\u0646-\u0644\u0644\u0630\u0643\u0627\u0621-\u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a-768x475.jpg 768w, https:\/\/mystro-learning.com\/wp-content\/uploads\/2024\/06\/\u0644\u0645\u0627\u0630\u0627-\u062a\u064f\u0633\u062a\u062e\u062f\u0645-\u0645\u0643\u062a\u0628\u0627\u062a-\u0628\u0627\u064a\u062b\u0648\u0646-\u0644\u0644\u0630\u0643\u0627\u0621-\u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.jpg 1500w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">&nbsp;\u0644\u0645\u0627\u0630\u0627 \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0645\u0643\u062a\u0628\u0627\u062a \u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u061f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u0639\u062a\u0628\u0631 \u0627\u0644\u0628\u0627\u064a\u062b\u0648\u0646 \u0647\u064a \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0645\u0641\u0636\u0644\u0629 \u0644\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0639\u062f\u0629 \u0623\u0633\u0628\u0627\u0628:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u062a\u0639\u0644\u0645 \u0648\u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645: <\/strong>\u062a\u062a\u0645\u064a\u0632 \u0628\u0627\u064a\u062b\u0648\u0646 \u0628\u0628\u0646\u064a\u062a\u0647\u0627 \u0627\u0644\u0628\u0633\u064a\u0637\u0629 \u0648\u0627\u0644\u0648\u0627\u0636\u062d\u0629 \u0627\u0644\u062a\u064a \u062a\u062c\u0639\u0644 \u0645\u0646 \u0627\u0644\u0633\u0647\u0644 \u062a\u0639\u0644\u0645\u0647\u0627 \u0648\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u062a\u0639\u0644\u0645 \u0642\u0648\u0627\u0639\u062f \u0645\u0639\u0642\u062f\u0629.<\/li>\n\n\n\n<li><strong>\u062f\u0639\u0645 \u0627\u0644\u0645\u062c\u062a\u0645\u0639 \u0627\u0644\u0648\u0627\u0633\u0639:<\/strong> \u062a\u0648\u0641\u0631 \u0645\u0643\u062a\u0628\u0627\u062a \u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u062c\u0645\u0648\u0639\u0629 \u0636\u062e\u0645\u0629 \u0645\u0646 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0648\u0627\u0644\u0645\u062c\u062a\u0645\u0639\u0627\u062a \u0627\u0644\u062f\u0627\u0639\u0645\u0629 \u0644\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0627\u0644\u062a\u064a \u062a\u0633\u0627\u0647\u0645 \u0641\u064a \u062d\u0644 \u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a \u0648\u062a\u0628\u0627\u062f\u0644 \u0627\u0644\u0645\u0639\u0631\u0641\u0629.<\/li>\n\n\n\n<li><strong>\u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0645\u0643\u062a\u0628\u0627\u062a \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629:<\/strong> \u062a\u0648\u0641\u0631 \u0628\u0627\u064a\u062b\u0648\u0646 \u062f\u0639\u0645\u0627\u064b \u0645\u062a\u0643\u0627\u0645\u0644\u0627\u064b \u0644\u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u0633\u0639\u0629 \u0645\u0646 \u0627\u0644\u0645\u0643\u062a\u0628\u0627\u062a \u0627\u0644\u0623\u062e\u0631\u0649 \u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629\u060c \u0645\u0645\u0627 \u064a\u0633\u0647\u0644 \u0645\u0639 \u0639\u0645\u0644\u064a\u0629 \u062a\u0637\u0648\u064a\u0631 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0648\u0632\u064a\u0627\u062f\u0629 \u0645\u0631\u0648\u0646\u062a\u0647\u0627 \u0648\u0643\u0641\u0627\u0621\u062a\u0647\u0627.<\/li>\n\n\n\n<li><strong>\u0627\u0644\u0645\u0631\u0648\u0646\u0629 \u0648\u0642\u0627\u0628\u0644\u064a\u0629 \u0627\u0644\u062a\u0648\u0633\u0639:<\/strong> \u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u0627\u064a\u062b\u0648\u0646 \u0641\u064a \u0645\u0634\u0627\u0631\u064a\u0639 \u0635\u063a\u064a\u0631\u0629 \u0648\u0643\u0628\u064a\u0631\u0629 \u0639\u0644\u0649 \u062d\u062f \u0633\u0648\u0627\u0621\u060c \u0641\u0647\u064a \u062a\u062a\u0643\u0627\u0645\u0644 \u0628\u0633\u0647\u0648\u0644\u0629 \u0645\u0639 \u0644\u063a\u0627\u062a \u0648\u0623\u062f\u0648\u0627\u062a \u0623\u062e\u0631\u0649.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0627\u0644\u0622\u0646 \u0628\u0639\u062f\u0645\u0627 \u062a\u0639\u0631\u0641\u062a \u0639\u0644\u0649 \u0645\u0643\u062a\u0628\u0627\u062a \u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0648\u0639\u0631\u0641\u062a \u0644\u0645\u0627\u0630\u0627 \u0645\u0643\u062a\u0628\u0627\u062a \u0627\u0644\u0628\u0627\u064a\u062b\u0648\u0646 \u062a\u0639\u062f \u0648\u0627\u062d\u062f\u0629 \u0645\u0646 \u0623\u0641\u0636\u0644 \u0627\u0644\u0645\u0643\u062a\u0628\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0633\u0647\u0644 \u0639\u0644\u0649 \u0627\u0644\u0645\u0628\u0631\u0645\u062c\u064a\u0646 \u0648\u0627\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0645\u0644\u0647\u0645\u060c \u062d\u0627\u0646 \u0627\u0644\u0648\u0642\u062a \u0644\u0646\u0630\u0643\u0631 \u0644\u0643.<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><img decoding=\"async\" width=\"1024\" height=\"634\" src=\"https:\/\/mystro-learning.com\/wp-content\/uploads\/2024\/06\/\u0623\u0647\u0645-\u0645\u0643\u062a\u0628\u0627\u062a-\u0628\u0627\u064a\u062b\u0648\u0646-\u0644\u0644\u0630\u0643\u0627\u0621-\u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a-1024x634.jpg\" alt=\"\u0623\u0647\u0645 \u0645\u0643\u062a\u0628\u0627\u062a \u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\" class=\"wp-image-987505994\" srcset=\"https:\/\/mystro-learning.com\/wp-content\/uploads\/2024\/06\/\u0623\u0647\u0645-\u0645\u0643\u062a\u0628\u0627\u062a-\u0628\u0627\u064a\u062b\u0648\u0646-\u0644\u0644\u0630\u0643\u0627\u0621-\u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a-1024x634.jpg 1024w, https:\/\/mystro-learning.com\/wp-content\/uploads\/2024\/06\/\u0623\u0647\u0645-\u0645\u0643\u062a\u0628\u0627\u062a-\u0628\u0627\u064a\u062b\u0648\u0646-\u0644\u0644\u0630\u0643\u0627\u0621-\u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a-300x186.jpg 300w, https:\/\/mystro-learning.com\/wp-content\/uploads\/2024\/06\/\u0623\u0647\u0645-\u0645\u0643\u062a\u0628\u0627\u062a-\u0628\u0627\u064a\u062b\u0648\u0646-\u0644\u0644\u0630\u0643\u0627\u0621-\u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a-768x475.jpg 768w, https:\/\/mystro-learning.com\/wp-content\/uploads\/2024\/06\/\u0623\u0647\u0645-\u0645\u0643\u062a\u0628\u0627\u062a-\u0628\u0627\u064a\u062b\u0648\u0646-\u0644\u0644\u0630\u0643\u0627\u0621-\u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.jpg 1500w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u0623\u0647\u0645 \u0645\u0643\u062a\u0628\u0627\u062a \u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0645\u0643\u062a\u0628\u0627\u062a \u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0647\u062f\u0641\u0647\u0627 \u0627\u0644\u0623\u0633\u0627\u0633\u064a \u0623\u0646 \u062a\u064f\u0633\u0647\u0644 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0637\u0648\u0631 \u0648\u0627\u062e\u062a\u0635\u0627\u0631 \u0627\u0644\u0648\u0642\u062a \u0648\u0627\u0644\u062c\u0647\u062f \u0627\u0644\u0645\u0637\u0644\u0648\u0628\u064a\u0646 \u0641\u064a \u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0648\u0627\u0644\u0645\u0639\u0642\u062f\u0629\u060c \u0628\u062f\u0627\u064a\u0629 \u0645\u0646 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0625\u0644\u0649 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642\u060c \u0648\u0645\u0646 \u0623\u0647\u0645 \u0647\u0630\u0647 \u0627\u0644\u0645\u0643\u062a\u0628\u0627\u062a:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">(1) \u0645\u0643\u062a\u0628\u0629 TensorFlow<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u064f\u0639\u062a\u0628\u0631 TensorFlow \u0648\u0627\u062d\u062f\u0629 \u0645\u0646 \u0623\u0634\u0647\u0631 \u0645\u0643\u062a\u0628\u0627\u062a \u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0627\u0644\u062a\u064a \u062a\u0645 \u062a\u0637\u0648\u064a\u0631\u0647\u0627 \u0645\u0646 \u0642\u0628\u0644 \u0641\u0631\u064a\u0642 Google Brain\u060c \u0648\u0627\u0644\u062a\u064a \u062a\u062a\u0643\u0648\u0646 \u0645\u0646 \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0648\u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u062a\u064a \u062a\u0645\u0643\u0646 \u0627\u0644\u0645\u0628\u062a\u062f\u0626\u064a\u0646 \u0648\u0627\u0644\u0645\u062d\u062a\u0631\u0641\u064a\u0646 \u0645\u0646 \u0625\u0646\u0634\u0627\u0621 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0648\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629\u060c \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">&nbsp;\u0623\u0647\u0645 \u0645\u064a\u0632\u0627\u062a TensorFlow<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u062f\u0639\u0645 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642:<\/strong> \u062a\u0645 \u062a\u0635\u0645\u064a\u0645 TensorFlow \u0644\u062f\u0639\u0645 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629.<\/li>\n\n\n\n<li><strong>\u0648\u0627\u062c\u0647\u0629 \u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645<\/strong>: \u062a\u0648\u0641\u0631 \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u064a\u0629 \u0628\u0633\u064a\u0637\u0629 \u062a\u0633\u0647\u0644 \u0639\u0645\u0644\u064a\u0629 \u0628\u0646\u0627\u0621 \u0648\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0627\u0630\u062c.<\/li>\n\n\n\n<li><strong>\u0627\u0644\u062a\u0648\u0633\u0639 \u0648\u0627\u0644\u0625\u0646\u062a\u0627\u062c\u064a\u0629<\/strong>: \u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 TensorFlow \u0644\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646 \u0646\u0634\u0631\u0647\u0627 \u0639\u0644\u0649 \u0645\u0646\u0635\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">(2) \u0645\u0643\u062a\u0628\u0629 Keras<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Keras \u0647\u064a \u0636\u0645\u0646 \u0623\u0641\u0636 \u0645\u0643\u062a\u0628\u0627\u062a \u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u0648\u0649 \u062a\u0645 \u0628\u0646\u0627\u0624\u0647\u0627 \u0639\u0644\u0649 \u0642\u0645\u0629 TensorFlow \u0644\u062a\u0648\u0641\u064a\u0631 \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u064a\u0629 \u0623\u0628\u0633\u0637 \u0644\u0628\u0646\u0627\u0621 \u0648\u062a\u062f\u0631\u064a\u0628 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642\u060c \u0645\u0645\u0627 \u064a\u0639\u0646\u064a \u0623\u0646\u0647\u0627 \u0642\u0627\u062f\u0631\u0629 \u0639\u0644\u0649 \u0627\u0644\u0639\u0645\u0644 \u0641\u0648\u0642 Theano \u0648 Tensorflow\u060c \u0648\u0647\u0630\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u062e\u064a\u0627\u0631 \u0633\u0647\u0644 \u0644\u0644\u0645\u0628\u062a\u062f\u0626\u064a\u0646.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">&nbsp;\u0623\u0647\u0645 \u0645\u064a\u0632\u0627\u062a Keras<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645: <\/strong>\u062a\u0648\u0641\u0631 \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u064a\u0629 \u0628\u0633\u064a\u0637\u0629 \u0648\u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0644\u062a\u0633\u0631\u064a\u0639 \u0639\u0645\u0644\u064a\u0629 \u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0646\u0645\u0627\u0630\u062c.<\/li>\n\n\n\n<li><strong>\u0627\u0644\u062a\u0648\u0627\u0641\u0642 \u0645\u0639 \u0645\u0643\u062a\u0628\u0627\u062a \u0623\u062e\u0631\u0649: <\/strong>\u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 Keras \u0645\u0639 \u0645\u0643\u062a\u0628\u0627\u062a \u0623\u062e\u0631\u0649 \u0645\u062b\u0644 TensorFlow \u0648Theano.<\/li>\n\n\n\n<li><strong>\u062f\u0639\u0645 \u0648\u0627\u0633\u0639 \u0644\u0644\u0646\u0645\u0627\u0630\u062c: <\/strong>\u062a\u0648\u0641\u0631 Keras \u062f\u0639\u0645\u0627\u064b \u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u062b\u0644 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u062a\u0644\u0627\u0641\u064a\u0641\u064a\u0629 \u0648\u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u0648\u0646\u064a\u0629 \u0627\u0644\u0645\u062a\u0643\u0631\u0631\u0629.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">(3) \u0645\u0643\u062a\u0628\u0629 PyTorch<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">PyTorch \u0647\u064a \u0645\u0643\u062a\u0628\u0629 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0637\u0648\u0631\u062a\u0647\u0627 Facebook&#8217;s AI Research lab\u060c \u0648\u064a\u062a\u0645 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u0628\u0634\u0643\u0644 \u0648\u0627\u0633\u0639 \u0641\u064a \u0623\u0628\u062d\u0627\u062b \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0628\u0641\u0636\u0644 \u0645\u0631\u0648\u0646\u062a\u0647\u0627 \u0648\u062f\u0639\u0645\u0647\u0627 \u0627\u0644\u0645\u0645\u062a\u0627\u0632 \u0644\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062d\u0633\u0627\u0628\u064a\u0629 \u0627\u0644\u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a\u0629.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">&nbsp;\u0623\u0647\u0645 \u0645\u064a\u0632\u0627\u062a PyTorch<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a\u0629 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629:<\/strong> \u062a\u0633\u0645\u062d PyTorch \u0628\u0628\u0646\u0627\u0621 \u0648\u062a\u0639\u062f\u064a\u0644 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0628\u0634\u0643\u0644 \u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0645\u0646\u0627\u0633\u0628\u0629 \u0644\u0644\u0623\u0628\u062d\u0627\u062b \u0648\u0627\u0644\u062a\u062c\u0627\u0631\u0628.<\/li>\n\n\n\n<li><strong>\u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u062a\u0639\u0644\u0645 \u0648\u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645:<\/strong> \u062a\u062a\u0645\u064a\u0632 PyTorch \u0628\u0648\u0627\u062c\u0647\u0629 \u0628\u0631\u0645\u062c\u064a\u0629 \u0628\u0633\u064a\u0637\u0629 \u062a\u062c\u0639\u0644 \u0645\u0646 \u0627\u0644\u0633\u0647\u0644 \u062a\u0639\u0644\u0645\u0647\u0627 \u0648\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627.<\/li>\n\n\n\n<li><strong>\u062f\u0639\u0645 \u0648\u0627\u0633\u0639 \u0644\u0644\u0645\u062c\u062a\u0645\u0639: <\/strong>\u062a\u0648\u0641\u0631 PyTorch \u062f\u0639\u0645\u0627\u064b \u0645\u062c\u062a\u0645\u0639\u064a\u0627\u064b \u0648\u0627\u0633\u0639\u0627\u064b \u0645\u0639 \u062a\u0648\u0641\u0631 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a\u0629 \u0648\u0627\u0644\u0645\u0643\u062a\u0628\u0627\u062a \u0627\u0644\u0645\u0633\u0627\u0639\u062f\u0629.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">(4) \u0645\u0643\u062a\u0628\u0629 Scikit-Learn<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Scikit-Learn \u0647\u064a \u0645\u0646 \u0623\u0647\u0645 \u0645\u0643\u062a\u0628\u0627\u062a \u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0627\u0644\u062a\u064a \u062a\u0642\u062f\u0645 \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0628\u0633\u064a\u0637\u0629 \u0648\u0627\u0644\u0641\u0639\u0627\u0644\u0629 \u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0628\u0646\u0627\u0621 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629\u060c \u0648\u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0647\u0630\u0647 \u0627\u0644\u0645\u0643\u062a\u0628\u0629 \u0628\u0634\u0643\u0644 \u0648\u0627\u0633\u0639 \u0641\u064a \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0623\u0643\u0627\u062f\u064a\u0645\u064a\u0629 \u0648\u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0639\u0644\u0649 \u062d\u062f \u0633\u0648\u0627\u0621.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">&nbsp;\u0623\u0647\u0645 \u0645\u064a\u0632\u0627\u062a Scikit-Learn<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u0633\u0639\u0629 \u0645\u0646 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a: <\/strong>\u062a\u062f\u0639\u0645 Scikit-Learn \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u062a\u0646\u0648\u0639\u0629 \u0645\u0646 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0645\u062b\u0644 \u0627\u0644\u062a\u0635\u0646\u064a\u0641\u060c \u0648\u0627\u0644\u062a\u062c\u0645\u064a\u0639\u060c \u0648\u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631.<\/li>\n\n\n\n<li><strong>\u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u062a\u0643\u0627\u0645\u0644:<\/strong> \u064a\u0645\u0643\u0646 \u062f\u0645\u062c Scikit-Learn \u0628\u0633\u0647\u0648\u0644\u0629 \u0645\u0639 \u0645\u0643\u062a\u0628\u0627\u062a \u0623\u062e\u0631\u0649 \u0645\u062b\u0644 NumPy \u0648Pandas.<\/li>\n\n\n\n<li><strong>\u062a\u0648\u062b\u064a\u0642 \u0634\u0627\u0645\u0644:<\/strong> \u062a\u0648\u0641\u0631 \u0627\u0644\u0645\u0643\u062a\u0628\u0629 \u062a\u0648\u062b\u064a\u0642\u0627\u064b \u0634\u0627\u0645\u0644\u0627\u064b \u064a\u0633\u0647\u0644 \u0639\u0644\u0649 \u0627\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0641\u0647\u0645 \u0648\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0645\u062a\u0627\u062d\u0629.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">(5) \u0645\u0643\u062a\u0628\u0629 Pandas<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0645\u0643\u062a\u0628\u0629 Pandas \u0641\u064a \u0627\u0644\u0628\u0627\u064a\u062b\u0648\u0646 \u0647\u064a \u0645\u0643\u062a\u0628\u0629 \u0634\u0647\u064a\u0631\u0629 \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u062a\u0633\u062a\u062e\u062f\u0645 \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u062d\u0644\u064a\u0644\u0647\u0627 \u0628\u0637\u0631\u0642 \u0645\u062e\u062a\u0644\u0641\u0629\u060c \u0645\u0645\u0627 \u064a\u0645\u0643\u0646 \u0627\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0645\u0646 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0628\u0633\u0647\u0648\u0644\u0629 \u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u0623\u0628\u0639\u0627\u062f\u060c \u0648\u0645\u0641\u0627\u0647\u064a\u0645 \u0627\u0644\u0633\u0644\u0627\u0633\u0644 \u0627\u0644\u0632\u0645\u0646\u064a\u0629.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">&nbsp;\u0623\u0647\u0645 \u0645\u064a\u0632\u0627\u062a Pandas<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a: <\/strong>\u062a\u0648\u0641\u0631 Pandas \u0647\u064a\u0627\u0643\u0644 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062b\u0644 DataFrame \u0648Series \u0644\u062a\u0633\u0647\u064a\u0644 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/li>\n\n\n\n<li><strong>\u0648\u0638\u0627\u0626\u0641 \u062a\u062d\u0644\u064a\u0644\u064a\u0629 \u0645\u062a\u0642\u062f\u0645\u0629: <\/strong>\u062a\u062f\u0639\u0645 Pandas \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u064a\u0629 \u0645\u062b\u0644 \u0627\u0644\u062a\u062c\u0645\u064a\u0639\u060c \u0648\u0627\u0644\u062f\u0645\u062c\u060c \u0648\u0627\u0644\u062a\u062d\u0648\u064a\u0644.<\/li>\n\n\n\n<li><strong>\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0645\u0643\u062a\u0628\u0627\u062a \u0623\u062e\u0631\u0649:<\/strong> \u064a\u0645\u0643\u0646 \u062f\u0645\u062c Pandas \u0628\u0633\u0647\u0648\u0644\u0629 \u0645\u0639 \u0645\u0643\u062a\u0628\u0627\u062a \u0623\u062e\u0631\u0649 \u0645\u062b\u0644 NumPy \u0648Matplotlib.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">(6) \u0645\u0643\u062a\u0628\u0629 NumPy<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">NumPy \u0645\u0646 \u0623\u0641\u0636\u0644 \u0645\u0643\u062a\u0628\u0627\u062a \u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u0646 \u0627\u0644\u062a\u064a \u064a\u062a\u0645 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u0641\u064a \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062d\u0633\u0627\u0628\u064a\u0629 \u0648\u0627\u0644\u0639\u0644\u0645\u064a\u0629\u060c \u0648\u062a\u0639\u062a\u0628\u0631 \u0623\u0633\u0627\u0633\u0627\u064b \u0644\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0645\u0643\u062a\u0628\u0627\u062a \u0628\u0627\u064a\u062b\u0648\u0646 \u0627\u0644\u0623\u062e\u0631\u0649\u060c \u0641\u0647\u064a \u062a\u0648\u0641\u0631 \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0644\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a \u0648\u0627\u0644\u0631\u064a\u0627\u0636\u064a\u060c \u0648\u062a\u0639\u062a\u0628\u0631 \u062e\u064a\u0627\u0631\u064b\u0627 \u0631\u0627\u0626\u0639\u064b\u0627 \u0644\u0632\u064a\u0627\u062f\u0629 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0627\u0644\u0643\u062b\u064a\u0631 \u0645\u0646 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0627\u0644\u0645\u0639\u0642\u062f\u0629.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">&nbsp;\u0623\u0647\u0645 \u0645\u064a\u0632\u0627\u062a NumPy<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0645\u0635\u0641\u0648\u0641\u0627\u062a \u0641\u0639\u0627\u0644\u0629: <\/strong>\u062a\u0648\u0641\u0631 NumPy \u0647\u064a\u0627\u0643\u0644 \u0628\u064a\u0627\u0646\u0627\u062a \u0641\u0639\u0627\u0644\u0629 \u0645\u062b\u0644 \u0627\u0644\u0645\u0635\u0641\u0648\u0641\u0627\u062a \u0644\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0639\u062f\u062f\u064a\u0629.<\/li>\n\n\n\n<li><strong>\u0639\u0645\u0644\u064a\u0627\u062a \u0631\u064a\u0627\u0636\u064a\u0629 \u0645\u062a\u0642\u062f\u0645\u0629:<\/strong> \u062a\u062f\u0639\u0645 <a href=\"https:\/\/numpy.org\/\" target=\"_blank\" rel=\"noreferrer noopener\">NumPy<\/a> \u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u0633\u0639\u0629 \u0645\u0646 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0629 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0645\u062b\u0644 \u0627\u0644\u062c\u0628\u0631 \u0627\u0644\u062e\u0637\u064a \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0639\u062f\u062f\u064a.<\/li>\n\n\n\n<li><strong>\u0623\u062f\u0627\u0621 \u0639\u0627\u0644\u064a: <\/strong>\u062a\u062a\u0645\u064a\u0632 NumPy \u0628\u0623\u062f\u0627\u0621 \u0639\u0627\u0644\u064d \u0641\u064a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0641\u0636\u0644 \u0627\u0644\u062a\u062d\u0633\u064a\u0646\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0645 \u0625\u062c\u0631\u0627\u0624\u0647\u0627 \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0623\u062f\u0627\u0621.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">(7) \u0645\u0643\u062a\u0628\u0629 Matplotlib<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Matplotlib \u0647\u064a \u0645\u0643\u062a\u0628\u0629 \u0634\u0627\u0645\u0644\u0629 \u0648\u0645\u062c\u0627\u0646\u064a\u0629 \u0648\u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631\u060c \u062a\u0645 \u062a\u0635\u0645\u0645\u0647\u0627 \u0644\u062a\u062d\u0644 \u0645\u062d\u0644 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0644\u063a\u0629 MATLAB \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a\u0629 \u0627\u0644\u062e\u0627\u0635\u0629\u060c \u0648\u062a\u0633\u062a\u062e\u062f\u0645 \u062d\u0627\u0644\u064a\u064b\u0627 \u0644\u0625\u0646\u0634\u0627\u0621 \u062a\u0635\u0648\u0631\u0627\u062a \u0628\u064a\u0627\u0646\u064a\u0629 \u062b\u0627\u0628\u062a\u0629 \u0648\u0645\u062a\u062d\u0631\u0643\u0629 \u0648\u062a\u0641\u0627\u0639\u0644\u064a\u0629 \u062a\u0633\u0647\u0644 \u0639\u0631\u0636 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u062d\u0644\u064a\u0644\u0647\u0627.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">&nbsp;\u0623\u0647\u0645 \u0645\u064a\u0632\u0627\u062a Matplotlib<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u062f\u0639\u0645 \u0648\u0627\u0633\u0639 \u0644\u0644\u0631\u0633\u0648\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u064a\u0629: <\/strong>\u062a\u062f\u0639\u0645 Matplotlib \u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u0633\u0639\u0629 \u0645\u0646 \u0627\u0644\u0631\u0633\u0648\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u064a\u0629\u060c \u0645\u062b\u0644 \u0627\u0644\u0631\u0633\u0648\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u064a\u0629 \u0627\u0644\u062e\u0637\u064a\u0629 \u0648\u0627\u0644\u0639\u0645\u0648\u062f\u064a\u0629 \u0648\u0627\u0644\u062f\u0627\u0626\u0631\u064a\u0629 \u0628\u062c\u0648\u062f\u0629 \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u0646\u0634\u0631.<\/li>\n\n\n\n<li><strong>\u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645:<\/strong> \u062a\u0648\u0641\u0631 \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u064a\u0629 \u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u062c\u0639\u0644 \u0645\u0646 \u0627\u0644\u0633\u0647\u0644 \u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0631\u0633\u0648\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u064a\u0629 \u0628\u0633\u0631\u0639\u0629.<\/li>\n\n\n\n<li><strong>\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0645\u0643\u062a\u0628\u0627\u062a \u0623\u062e\u0631\u0649: <\/strong>\u064a\u0645\u0643\u0646 \u062f\u0645\u062c Matplotlib \u0628\u0633\u0647\u0648\u0644\u0629 \u0645\u0639 \u0645\u0643\u062a\u0628\u0627\u062a \u0623\u062e\u0631\u0649 \u0645\u062b\u0644 Pandas \u0648NumPy \u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">(8) \u0645\u0643\u062a\u0628\u0629 NLTK<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">NLTK \u0645\u0646 \u0636\u0645\u0646 \u0645\u0643\u062a\u0628\u0627\u062a \u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u064a \u062a\u0642\u0648\u0645 \u0639\u0644\u0649 \u0623\u0633\u0627\u0633 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0628\u0634\u0631\u064a\u0629\u060c \u0641\u0645\u062b\u0644\u064b\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646 \u0644\u062f\u064a\u0643 \u0623\u064a \u0628\u0631\u0646\u0627\u0645\u062c \u064a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u062a\u062d\u0644\u064a\u0644 \u0644\u0644\u0643\u0644\u0627\u0645 \u0627\u0644\u0628\u0634\u0631\u064a\u0629 \u0628\u0647 \u064a\u0645\u0643\u0646\u0643 \u0627\u062a\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0643\u062a\u0628\u0629 NLTK \u0627\u0644\u062a\u064a \u0647\u064a \u0623\u0633\u0627\u0633\u064b\u0627 \u0627\u062e\u062a\u0635\u0627\u0631 \u0644\u0640 Natural Language Toolkit \u0648\u062a\u0639\u062f \u0623\u0641\u0636\u0644 \u062e\u064a\u0627\u0631 \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0646\u0635\u0648\u0635 \u0648\u0641\u0647\u0645 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">&nbsp;\u0623\u0647\u0645 \u0645\u064a\u0632\u0627\u062a NLTK<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0646\u0635\u0648\u0635: <\/strong>\u062a\u062f\u0639\u0645 NLTK \u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u0633\u0639\u0629 \u0645\u0646 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0646\u0635\u0648\u0635 \u0645\u062b\u0644 \u0627\u0644\u062a\u062c\u0632\u0626\u0629 \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0646\u062d\u0648\u064a.<\/li>\n\n\n\n<li><strong>\u0645\u0648\u0627\u0631\u062f \u0644\u063a\u0648\u064a\u0629: <\/strong>\u062a\u0648\u0641\u0631 NLTK \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0645\u062b\u0644 \u0627\u0644\u0642\u0648\u0627\u0645\u064a\u0633 \u0648\u0627\u0644\u0645\u0639\u0627\u062c\u0645 \u0648\u0627\u0644\u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0646\u0635\u064a\u0629.<\/li>\n\n\n\n<li><strong>\u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645: <\/strong>\u062a\u0648\u0641\u0631 NLTK \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u064a\u0629 \u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u062c\u0639\u0644 \u0645\u0646 \u0627\u0644\u0633\u0647\u0644 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0646\u0635\u0648\u0635 \u0648\u0641\u0647\u0645\u0647\u0627.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">(9) \u0645\u0643\u062a\u0628\u0629 SpaCy<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">SpaCy \u0647\u064a \u0645\u0643\u062a\u0628\u0629 \u062d\u062f\u064a\u062b\u0629 \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0644\u0628\u0646\u0627\u0621 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0628\u0633\u0631\u0639\u0629 \u0648\u0643\u0641\u0627\u0621\u0629\u060c \u062d\u064a\u062b \u064a\u0645\u0643\u0646\u0647\u0627 \u0641\u0647\u0645 \u0643\u0645\u064a\u0627\u062a \u0636\u062e\u0645\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0639 \u062a\u0648\u0641\u0631 \u0623\u062f\u0627\u0621 \u0639\u0627\u0644\u064a \u0648\u0633\u0631\u064a\u0639 \u0641\u064a \u0641\u0647\u0645 \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0646\u0635\u0648\u0635 \u0648\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">&nbsp;\u0623\u0647\u0645 \u0645\u064a\u0632\u0627\u062a SpaCy<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0623\u062f\u0627\u0621 \u0639\u0627\u0644\u064a:<\/strong> \u062a\u062a\u0645\u064a\u0632 SpaCy \u0628\u0623\u062f\u0627\u0621 \u0639\u0627\u0644\u064d \u0641\u064a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0646\u0635\u0648\u0635 \u0628\u0641\u0636\u0644 \u0627\u0644\u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0645\u0648\u062c\u0647 \u0644\u0644\u0623\u062f\u0627\u0621.<\/li>\n\n\n\n<li><strong>\u062f\u0639\u0645 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a:<\/strong> \u062a\u0648\u0641\u0631 SpaCy \u0623\u062f\u0648\u0627\u062a \u0645\u062a\u0642\u062f\u0645\u0629 \u0644\u0628\u0646\u0627\u0621 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0646\u0635\u0648\u0635.<\/li>\n\n\n\n<li><strong>\u062f\u0639\u0645 \u0627\u0644\u062a\u0631\u0645\u064a\u0632: <\/strong>\u062a\u062f\u0639\u0645 \u0627\u0644\u062a\u0631\u0645\u064a\u0632 \u0644\u0623\u0643\u062b\u0631 \u0645\u0646 49 \u0644\u063a\u0629\u060c \u0648\u0630\u0644\u0643 \u0628\u0641\u0636\u0644 \u062a\u062d\u0645\u064a\u0644\u0647 \u0628\u0646\u0645\u0627\u0630\u062c \u0625\u062d\u0635\u0627\u0626\u064a\u0629 \u0648\u0645\u0648\u062c\u0647\u0627\u062a \u0645\u062f\u0631\u0628\u0629 \u0645\u0633\u0628\u0642\u064b\u0627.<\/li>\n\n\n\n<li><strong>\u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u062a\u0643\u0627\u0645\u0644: <\/strong>\u064a\u0645\u0643\u0646 \u062f\u0645\u062c SpaCy \u0628\u0633\u0647\u0648\u0644\u0629 \u0645\u0639 \u0645\u0643\u062a\u0628\u0627\u062a \u0623\u062e\u0631\u0649 \u0648\u0645\u0639 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629.<\/li>\n\n\n\n<li><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">(10) \u0645\u0643\u062a\u0628\u0629 OpenCV<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">OpenCV \u0647\u064a \u0645\u0646 \u0623\u0634\u0647\u0631 \u0645\u0643\u062a\u0628\u0627\u062a \u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0642\u0648\u064a\u0629 \u0648\u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0627\u0644\u062a\u064a \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0641\u064a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0641\u064a\u062f\u064a\u0648\u0647\u0627\u062a\u060c \u0648\u0627\u0644\u062a\u064a \u062a\u0648\u0641\u0631 \u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u0633\u0639\u0629 \u0645\u0646 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0644\u062a\u062d\u0644\u064a\u0644 \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0641\u064a\u062f\u064a\u0648 \u0628\u0647\u062f\u0641 \u062a\u0642\u062f\u064a\u0645 \u062d\u0644\u0648\u0644 \u0633\u0631\u064a\u0639 \u0648\u0641\u0639\u0651\u0627\u0644\u0629 \u0641\u064a \u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629 Computer Vision.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">&nbsp;\u0623\u0647\u0645 \u0645\u064a\u0632\u0627\u062a OpenCV<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0641\u064a\u062f\u064a\u0648:<\/strong> \u062a\u062f\u0639\u0645 OpenCV \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0641\u064a\u062f\u064a\u0648 \u0645\u062b\u0644 \u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u062d\u0648\u0627\u0641 \u0648\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0623\u0634\u0643\u0627\u0644.<\/li>\n\n\n\n<li><strong>\u0623\u062f\u0627\u0621 \u0639\u0627\u0644\u064a:<\/strong> \u062a\u062a\u0645\u064a\u0632 OpenCV \u0628\u0623\u062f\u0627\u0621 \u0639\u0627\u0644\u064d \u0641\u064a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0635\u0648\u0631 \u0628\u0641\u0636\u0644 \u0627\u0644\u062a\u062d\u0633\u064a\u0646\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0645 \u0625\u062c\u0631\u0627\u0624\u0647\u0627 \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0623\u062f\u0627\u0621.<\/li>\n\n\n\n<li><strong>\u062f\u0639\u0645 \u0627\u0644\u0645\u062c\u062a\u0645\u0639: <\/strong>\u062a\u0648\u0641\u0631 OpenCV \u062f\u0639\u0645\u0627\u064b \u0645\u062c\u062a\u0645\u0639\u064a\u0627\u064b \u0648\u0627\u0633\u0639\u0627\u064b \u0645\u0639 \u062a\u0648\u0641\u0631 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a\u0629.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">(11) \u0645\u0643\u062a\u0628\u0629 Theano<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Theano \u0647\u064a \u0645\u0643\u062a\u0628\u0629 \u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u0644\u062d\u0633\u0627\u0628\u0627\u062a \u0627\u0644\u0631\u0642\u0645\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u0645 \u062a\u0637\u0648\u064a\u0631\u0647\u0627 \u062e\u0635\u064a\u0635\u064b\u0627 \u0644\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642\u060c \u0641\u0640 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0647\u0630\u0647 \u0627\u0644\u0623\u062f\u0627\u0629 \u064a\u0645\u0643\u0646\u0643 \u062a\u062d\u0642\u064a\u0642 \u062a\u0639\u0631\u064a\u0641\u064b\u0627 \u0641\u0639\u0627\u0644\u0627\u064b\u060c \u0648\u062a\u062d\u0633\u064a\u0646\u064b\u0627 \u0643\u0628\u064a\u0631\u064b\u0627\u060c \u0648\u062a\u0642\u064a\u064a\u0645\u064b\u0627 \u062f\u0642\u064a\u0642\u064b\u0627 \u0644\u0644\u062a\u0639\u0628\u064a\u0631\u0627\u062a \u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0629 \u0648\u062d\u0633\u0627\u0628\u0627\u062a \u0627\u0644\u0645\u0635\u0641\u0648\u0641\u0629\u060c \u0648\u064a\u062a\u0645 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u0645\u0646 \u0642\u0628\u0644 \u0627\u0644\u0643\u062b\u064a\u0631 \u0645\u0646 \u0645\u0637\u0648\u0631\u064a \u0648\u0645\u0628\u0631\u0645\u062c\u064a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642\u060c \u0648\u0630\u0644\u0643 \u0628\u0641\u0636\u0644 \u0643\u0648\u0646\u0647\u0627 \u0645\u0643\u062a\u0628\u0629 \u0645\u062d\u062f\u062f\u0629 \u0644\u0644\u063a\u0627\u064a\u0629.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">&nbsp;\u0623\u0647\u0645 \u0645\u064a\u0632\u0627\u062a Theano<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0623\u062f\u0627\u0621: <\/strong>\u062a\u0648\u0641\u0631 Theano \u0623\u062f\u0648\u0627\u062a \u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0623\u062f\u0627\u0621 \u0641\u064a \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062d\u0633\u0627\u0628\u064a\u0629 \u0627\u0644\u0645\u0639\u0642\u062f\u0629.<\/li>\n\n\n\n<li><strong>\u062f\u0639\u0645 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642: <\/strong>\u062a\u062f\u0639\u0645 Theano \u0628\u0646\u0627\u0621 \u0648\u062a\u062f\u0631\u064a\u0628 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642.<\/li>\n\n\n\n<li><strong>\u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u062a\u0643\u0627\u0645\u0644: <\/strong>\u064a\u0645\u0643\u0646 \u062f\u0645\u062c Theano \u0628\u0633\u0647\u0648\u0644\u0629 \u0645\u0639 \u0645\u0643\u062a\u0628\u0627\u062a \u0623\u062e\u0631\u0649 \u0645\u062b\u0644 Keras \u0644\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0639\u0635\u0628\u064a\u0629.<\/li>\n\n\n\n<li><strong>\u062d\u0633\u0627\u0628\u0627\u062a \u0643\u062b\u064a\u0641\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/strong><\/li>\n\n\n\n<li><strong>\u062d\u0633\u0627\u0628\u0627\u062a \u0631\u064a\u0627\u0636\u064a\u0629 \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062c\u0648\u062f\u0629.<\/strong><\/li>\n\n\n\n<li><strong>\u062a\u0642\u064a\u064a\u0645\u0627\u062a \u0633\u0631\u064a\u0639\u0629 \u0648\u0645\u0633\u062a\u0642\u0631\u0629.<\/strong><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">(12) \u0645\u0643\u062a\u0628\u0629 Caffe<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Caffe \u062a\u0639\u062a\u0628\u0631 \u0645\u0643\u062a\u0628\u0627\u062a \u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u0647\u0645\u0629 \u0627\u0644\u062a\u064a \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0641\u064a \u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0639\u0635\u0628\u064a\u0629\u060c \u0648\u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0628\u0634\u0643\u0644 \u0648\u0627\u0633\u0639 \u0641\u064a \u0645\u0647\u0627\u0645 \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0635\u0648\u0631\u060c \u0648\u0643\u0630\u0644\u0643 \u0627\u0644\u0623\u0628\u062d\u0627\u062b \u0648\u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629\u060c \u0648\u0647\u0630\u0627 \u0628\u0641\u0636\u0644 \u0633\u0631\u0639\u062a\u0647\u0627 \u0648\u0623\u062f\u0627\u0626\u0647\u0627 \u0627\u0644\u0639\u0627\u0644\u064a.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">&nbsp;\u0623\u0647\u0645 \u0645\u064a\u0632\u0627\u062a Caffe<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0633\u0631\u0639\u0629 \u0627\u0644\u062a\u062f\u0631\u064a\u0628<\/strong>: \u062a\u062a\u0645\u064a\u0632 Caffe \u0628\u0633\u0631\u0639\u062a\u0647\u0627 \u0641\u064a \u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0628\u0641\u0636\u0644 \u0627\u0644\u062a\u062d\u0633\u064a\u0646\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0645 \u0625\u062c\u0631\u0627\u0624\u0647\u0627 \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0623\u062f\u0627\u0621.<\/li>\n\n\n\n<li><strong>\u062f\u0639\u0645 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629: <\/strong>\u062a\u0648\u0641\u0631 Caffe \u062f\u0639\u0645\u0627\u064b \u0634\u0627\u0645\u0644\u0627\u064b \u0644\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629.<\/li>\n\n\n\n<li><strong>\u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645: <\/strong>\u062a\u0648\u0641\u0631 Caffe \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u064a\u0629 \u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u062c\u0639\u0644 \u0645\u0646 \u0627\u0644\u0633\u0647\u0644 \u0628\u0646\u0627\u0621 \u0648\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0627\u0630\u062c.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">(13) \u0645\u0643\u062a\u0628\u0629 XGBoost<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">XGBoost \u0647\u064a \u0636\u0645\u0646 \u0645\u0643\u062a\u0628\u0627\u062a \u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0637\u0648\u0631 \u0648\u0627\u0644\u0645\u0648\u0632\u0639\u0629 \u0628\u0627\u0644\u062a\u062f\u0631\u064a\u062c \u0639\u0644\u0649 \u0644\u063a\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 Python \u0648 R \u0648 Java \u0648 Scala \u0648 C ++ \u0648\u0645\u0627 \u0625\u0644\u0649 \u0630\u0644\u0643.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0643\u0645\u0627 \u0623\u0646\u0647\u0627 \u062a\u0633\u062a\u062e\u062f\u0645 \u0641\u064a \u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0648\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629 \u0628\u0643\u0641\u0627\u0621\u0629 \u0639\u0627\u0644\u064a\u0629\u060c \u0648\u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0623\u064a\u0636\u064b\u0627 \u0628\u0634\u0643\u0644 \u0648\u0627\u0633\u0639 \u0641\u064a \u0645\u0633\u0627\u0628\u0642\u0627\u062a \u0639\u0644\u0648\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0641\u0636\u0644 \u0623\u062f\u0627\u0626\u0647\u0627 \u0627\u0644\u0639\u0627\u0644\u064a \u0648\u062f\u0642\u062a\u0647\u0627.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">&nbsp;\u0623\u0647\u0645 \u0645\u064a\u0632\u0627\u062a XGBoost<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0623\u062f\u0627\u0621 \u0639\u0627\u0644\u064a: <\/strong>\u062a\u062a\u0645\u064a\u0632 XGBoost \u0628\u0623\u062f\u0627\u0621 \u0639\u0627\u0644\u064d \u0641\u064a \u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0628\u0641\u0636\u0644 \u0627\u0644\u062a\u062d\u0633\u064a\u0646\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0645 \u0625\u062c\u0631\u0627\u0624\u0647\u0627 \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0623\u062f\u0627\u0621.<\/li>\n\n\n\n<li><strong>\u062f\u0642\u0629 \u0639\u0627\u0644\u064a\u0629: <\/strong>\u062a\u0648\u0641\u0631 XGBoost \u062f\u0642\u0629 \u0639\u0627\u0644\u064a\u0629 \u0641\u064a \u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0641\u0636\u0644 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629.<\/li>\n\n\n\n<li><strong>\u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645:<\/strong> \u062a\u0648\u0641\u0631 XGBoost \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u064a\u0629 \u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u062c\u0639\u0644 \u0645\u0646 \u0627\u0644\u0633\u0647\u0644 \u0628\u0646\u0627\u0621 \u0648\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">(14) \u0645\u0643\u062a\u0628\u0629 LightGBM<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">LightGB &#8211; \u0627\u062e\u062a\u0635\u0627\u0631\u064b\u0627 \u0644\u0640 Light Gradient Boosting Machine &#8211; \u0648\u0647\u064a \u0645\u0643\u062a\u0628\u0629 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0637\u064f\u0648\u0631\u062a \u0645\u0646 \u0642\u0650\u0628\u0644 \u0634\u0631\u0643\u0629 \u0645\u0627\u064a\u0643\u0631\u0648\u0633\u0648\u0641\u062a\u060c \u0648\u062a\u0633\u062a\u062e\u062f\u0645 \u0644\u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0648\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629\u060c \u0644\u062a\u0643\u0648\u0646 \u0628\u0630\u0644\u0643 \u0642\u0627\u062f\u0631\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0648\u0627\u0644\u0645\u0639\u0642\u062f\u0629\u060c \u0648\u064a\u062a\u0645 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639 \u0641\u064a \u0627\u0644\u0623\u0628\u062d\u0627\u062b \u0627\u0644\u0623\u0643\u0627\u062f\u064a\u0645\u064a\u0629 \u0648\u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">&nbsp;\u0623\u0647\u0645 \u0645\u064a\u0632\u0627\u062a LightGBM<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0633\u0631\u0639\u0629 \u0627\u0644\u062a\u062f\u0631\u064a\u0628: <\/strong>\u0628\u0641\u0636\u0644 \u0627\u0644\u062a\u062d\u0633\u064a\u0646\u0627\u062a \u0627\u0644\u0647\u064a\u0643\u0644\u064a\u0629 \u0648\u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0645\u0628\u062a\u0643\u0631\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629 \u0641\u064a LightGBM\u060c \u064a\u0645\u0643\u0646\u0647\u0627 \u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0628\u0633\u0631\u0639\u0629 \u0643\u0628\u064a\u0631\u0629 \u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u0627\u0644\u0645\u0643\u062a\u0628\u0627\u062a \u0627\u0644\u0623\u062e\u0631\u0649.<\/li>\n\n\n\n<li><strong>\u062f\u0642\u0629 \u0639\u0627\u0644\u064a\u0629: <\/strong>\u064a\u0645\u0643\u0646\u0647\u0627 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u062a\u0648\u0627\u0632\u0646\u0629 \u0648\u0627\u0644\u062a\u0641\u0627\u0639\u0644\u0627\u062a \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0628\u064a\u0646 \u0627\u0644\u0645\u062a\u063a\u064a\u0631\u0627\u062a \u0628\u0634\u0643\u0644 \u0641\u0639\u0627\u0644\u060c \u0645\u0645\u0627 \u064a\u0624\u062f\u064a \u0625\u0644\u0649 \u0646\u062a\u0627\u0626\u062c \u062a\u0646\u0628\u0624\u064a\u0629 \u062f\u0642\u064a\u0642\u0629.<\/li>\n\n\n\n<li><strong>\u062a\u062f\u0639\u0645 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629: <\/strong>\u0645\u062b\u0644 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0645\u0641\u0642\u0648\u062f\u0629\u060c \u0648\u062f\u0645\u062c \u0627\u0644\u0641\u0626\u0627\u062a\u060c \u0648\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0623\u0647\u0645\u064a\u0629 \u0627\u0644\u062a\u0644\u0642\u0627\u0626\u064a \u0644\u0644\u0645\u064a\u0632\u0627\u062a\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0623\u062f\u0627\u0629 \u0642\u0648\u064a\u0629 \u0648\u0645\u0631\u0646\u0629 \u0641\u064a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">(15) \u0645\u0643\u062a\u0628\u0629 H2O.ai<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">H2O.ai \u0647\u064a \u0645\u0643\u062a\u0628\u0629 \u0628\u0627\u064a\u062b\u0648\u0646 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631\u060c \u062a\u0645 \u062a\u0635\u0646\u064a\u0641\u0647\u0627 \u0641\u064a \u0639\u0627\u0645 2020 \u0645\u0646 \u0642\u0628\u0644 Gartner \u0639\u0644\u0649 \u0623\u0646\u0647\u0627 \u0645\u0646\u0635\u0629 \u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u064a\u0645\u0643\u0646\u0647\u0627 \u0625\u0641\u0627\u062f\u0629 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629 \u0628\u0639\u062f\u0629 \u0637\u0631\u0642\u060c \u0648\u0630\u0644\u0643 \u0644\u0623\u0646\u0647\u0627 \u062a\u0648\u0641\u0631 \u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0643\u0634\u0641 \u0627\u0644\u0627\u062d\u062a\u064a\u0627\u0644 \u0648\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0623\u0633\u0639\u0627\u0631 \u0648\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0639\u064a\u0648\u0628 \u0648\u063a\u064a\u0631 \u0630\u0644\u0643 \u0627\u0644\u0643\u062b\u064a\u0631.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0643\u0645\u0627 \u0623\u0646\u0647\u0627 \u062a\u062d\u0648\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0625\u0644\u0649 \u062a\u0646\u0628\u0624\u0627\u062a\u060c \u0648\u062a\u0639\u0632\u0632 \u0628\u0646\u0627\u0621 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u062a\u0633\u0645\u062d \u0628\u0646\u0634\u0631 \u0623\u0639\u0628\u0627\u0621 \u0639\u0645\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0628\u0633\u0644\u0627\u0633\u0629 \u0641\u064a \u0623\u0645\u0627\u0643\u0646 \u0627\u0644\u0639\u0645\u0644 \u0648\u0641\u064a \u0627\u0644\u0633\u062d\u0627\u0628\u0629\u060c \u0648\u063a\u064a\u0631\u0647\u0627 \u0645\u0646 \u0627\u0644\u0645\u0645\u064a\u0632\u0627\u062a.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">&nbsp;\u0623\u0647\u0645 \u0645\u064a\u0632\u0627\u062a H2O.ai<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u062f\u0639\u0645 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642: <\/strong>\u062a\u0648\u0641\u0631 H2O.ai \u062f\u0639\u0645\u0627\u064b \u0634\u0627\u0645\u0644\u0627\u064b \u0644\u0646\u0645\u0627\u0630\u062c <strong><a href=\"https:\/\/mystro-learning.com\/ar\/%d8%b4%d8%b1%d8%ad-deep-learning-%d8%a8%d8%a7%d9%84%d8%b9%d8%b1%d8%a8%d9%8a\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642<\/a><\/strong>.<\/li>\n\n\n\n<li><strong>\u0623\u062f\u0627\u0621 \u0639\u0627\u0644\u064a:<\/strong> \u062a\u062a\u0645\u064a\u0632 H2O.ai \u0628\u0623\u062f\u0627\u0621 \u0639\u0627\u0644\u064d \u0641\u064a \u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0628\u0641\u0636\u0644 \u0627\u0644\u062a\u062d\u0633\u064a\u0646\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0645 \u0625\u062c\u0631\u0627\u0624\u0647\u0627 \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0623\u062f\u0627\u0621.<\/li>\n\n\n\n<li><strong>\u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u062a\u0643\u0627\u0645\u0644:<\/strong> \u064a\u0645\u0643\u0646 \u062f\u0645\u062c H2O.ai \u0628\u0633\u0647\u0648\u0644\u0629 \u0645\u0639 \u0645\u0643\u062a\u0628\u0627\u062a \u0648\u0623\u062f\u0648\u0627\u062a \u0623\u062e\u0631\u0649 \u0644\u062a\u0637\u0648\u064a\u0631 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0623\u0646\u062a \u0627\u0644\u0622\u0646 \u0642\u062f \u062a\u0639\u0631\u0641\u062a \u0639\u0644\u0649 15 \u0645\u0643\u062a\u0628\u0629 \u0641\u0642\u0637 \u0645\u0646 \u0645\u0643\u062a\u0628\u0627\u062a \u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062a\u064a \u064a\u0645\u0646\u0643\u0647\u0627 \u0645\u0633\u0627\u0639\u062f\u062a\u0643 \u0641\u064a \u0623\u062f\u0627\u0621 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0645\u0647\u0627\u0645\u0643 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0648\u0644\u0643\u0646 \u0623\u062a\u0639\u0644\u0645 \u0623\u0646 \u0647\u0646\u0627\u0643 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0645\u0643\u062a\u0628\u0627\u062a \u0627\u0644\u0628\u0627\u064a\u062b\u0648\u0646 \u0627\u0644\u0645\u062a\u0648\u0641\u0631\u0629 \u0639\u0644\u0649 \u0627\u0644\u0627\u0646\u062a\u0631\u0646\u062a \u0648\u0627\u0644\u062a\u064a \u0642\u062f \u064a\u0635\u0644 \u0639\u062f\u062f\u0647\u0627 \u0625\u0644\u0649 \u0622\u0644\u0627\u0644\u0627\u0641 \u0627\u0644\u0645\u0643\u062a\u0628\u0627\u062a\u060c \u0628\u0639\u0636\u0639\u0647\u0627 \u0633\u0647\u0644 \u0648\u0627\u0644\u0622\u062e\u0631 \u0635\u0639\u0628\u060c \u0648\u0647\u0646\u0627\u0643 \u0627\u0644\u0645\u0643\u062a\u0628\u0627\u062a \u0627\u0644\u0645\u0645\u062a\u0639\u0629 \u0648\u0627\u0644\u0633\u0647\u0644\u0629 \u0648\u0627\u0644\u0645\u0645\u0644\u0629 \u0648\u063a\u064a\u0631\u0647\u0627 \u0627\u0644\u0643\u062b\u064a\u0631..!<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0643\u064a\u0641 \u064a\u062a\u0645 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0643\u062a\u0628\u0627\u062a \u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0645\u0634\u0627\u0631\u064a\u0639 \u062d\u0642\u064a\u0642\u064a\u0629\u061f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0645\u0643\u062a\u0628\u0627\u062a \u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u0633\u0639\u0629 \u0645\u0646 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u0629 \u0641\u064a \u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0642\u0637\u0627\u0639\u0627\u062a. \u0645\u0646 \u0628\u064a\u0646 \u0647\u0630\u0647 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0627\u0644\u064a:<\/strong> \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0645\u0643\u062a\u0628\u0627\u062a \u0645\u062b\u0644 Pandas \u0648Scikit-Learn \u0641\u064a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0627\u0644\u064a\u0629 \u0648\u0628\u0646\u0627\u0621 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0646\u0628\u0624.<\/li>\n\n\n\n<li><strong>\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0635\u0648\u0631:<\/strong> \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0645\u0643\u062a\u0628\u0627\u062a \u0645\u062b\u0644 OpenCV \u0648TensorFlow \u0641\u064a \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0641\u064a\u062f\u064a\u0648.<\/li>\n\n\n\n<li><strong>\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629:<\/strong> \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0645\u0643\u062a\u0628\u0627\u062a \u0645\u062b\u0644 NLTK \u0648SpaCy \u0641\u064a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0646\u0635\u0648\u0635 \u0648\u0641\u0647\u0645 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629.<\/li>\n\n\n\n<li><strong>\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a:<\/strong> \u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0645\u0643\u062a\u0628\u0627\u062a \u0645\u062b\u0644 Scikit-Learn \u0648XGBoost \u0641\u064a \u0628\u0646\u0627\u0621 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0646\u0628\u0624 \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a.<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><img decoding=\"async\" width=\"1024\" height=\"634\" src=\"https:\/\/mystro-learning.com\/wp-content\/uploads\/2024\/06\/\u0627\u0633\u062a\u062e\u062f\u0627\u0645-\u0645\u0643\u062a\u0628\u0627\u062a-\u0628\u0627\u064a\u062b\u0648\u0646-\u0644\u0644\u0630\u0643\u0627\u0621-\u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a-1024x634.jpg\" alt=\"\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0643\u062a\u0628\u0627\u062a \u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\" class=\"wp-image-987505995\" srcset=\"https:\/\/mystro-learning.com\/wp-content\/uploads\/2024\/06\/\u0627\u0633\u062a\u062e\u062f\u0627\u0645-\u0645\u0643\u062a\u0628\u0627\u062a-\u0628\u0627\u064a\u062b\u0648\u0646-\u0644\u0644\u0630\u0643\u0627\u0621-\u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a-1024x634.jpg 1024w, https:\/\/mystro-learning.com\/wp-content\/uploads\/2024\/06\/\u0627\u0633\u062a\u062e\u062f\u0627\u0645-\u0645\u0643\u062a\u0628\u0627\u062a-\u0628\u0627\u064a\u062b\u0648\u0646-\u0644\u0644\u0630\u0643\u0627\u0621-\u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a-300x186.jpg 300w, https:\/\/mystro-learning.com\/wp-content\/uploads\/2024\/06\/\u0627\u0633\u062a\u062e\u062f\u0627\u0645-\u0645\u0643\u062a\u0628\u0627\u062a-\u0628\u0627\u064a\u062b\u0648\u0646-\u0644\u0644\u0630\u0643\u0627\u0621-\u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a-768x475.jpg 768w, https:\/\/mystro-learning.com\/wp-content\/uploads\/2024\/06\/\u0627\u0633\u062a\u062e\u062f\u0627\u0645-\u0645\u0643\u062a\u0628\u0627\u062a-\u0628\u0627\u064a\u062b\u0648\u0646-\u0644\u0644\u0630\u0643\u0627\u0621-\u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.jpg 1500w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u0645\u0627 \u0647\u064a \u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a \u0641\u064a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0643\u062a\u0628\u0627\u062a \u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u061f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0631\u063a\u0645 \u0627\u0644\u0641\u0648\u0627\u0626\u062f \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0643\u062a\u0628\u0627\u062a \u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0625\u0644\u0627 \u0623\u0646 \u0647\u0646\u0627\u0643 \u0628\u0639\u0636 \u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a \u0627\u0644\u062a\u064a \u0642\u062f \u064a\u0648\u0627\u062c\u0647\u0647\u0627 \u0627\u0644\u0645\u0637\u0648\u0631\u0648\u0646:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0627\u0644\u062a\u0648\u0627\u0641\u0642\u064a\u0629:<\/strong> \u0642\u062f \u062a\u0643\u0648\u0646 \u0647\u0646\u0627\u0643 \u062a\u062d\u062f\u064a\u0627\u062a \u0641\u064a \u0627\u0644\u062a\u0648\u0627\u0641\u0642 \u0628\u064a\u0646 \u0645\u0643\u062a\u0628\u0627\u062a \u0628\u0627\u064a\u062b\u0648\u0646 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0648\u0623\u062f\u0648\u0627\u062a \u0623\u062e\u0631\u0649.<\/li>\n\n\n\n<li><strong>\u0623\u062f\u0627\u0621 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062d\u0633\u0627\u0628\u064a\u0629:<\/strong> \u0642\u062f \u062a\u062a\u0637\u0644\u0628 \u0628\u0639\u0636 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062d\u0633\u0627\u0628\u064a\u0629 \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u062a\u062d\u0633\u064a\u0646\u0627\u062a \u0625\u0636\u0627\u0641\u064a\u0629 \u0644\u062a\u062d\u0642\u064a\u0642 \u0623\u062f\u0627\u0621 \u0639\u0627\u0644\u064d.<\/li>\n\n\n\n<li><strong>\u0627\u0644\u062a\u0639\u0644\u0645 \u0648\u0627\u0644\u062a\u062f\u0631\u064a\u0628:<\/strong> \u064a\u062a\u0637\u0644\u0628 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0648\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0645\u0648\u0627\u0631\u062f \u0643\u0628\u064a\u0631\u0629 \u0648\u0642\u062f \u064a\u0643\u0648\u0646 \u0645\u0643\u0644\u0641\u0627\u064b.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u0647\u0644 \u0645\u0643\u062a\u0628\u0627\u062a \u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u062a\u062a\u0637\u0648\u0631 \u0628\u0627\u0633\u062a\u0645\u0631\u0627\u0631\u061f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u0633\u062a\u0645\u0631 \u0645\u0643\u062a\u0628\u0627\u062a \u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0627\u0644\u062a\u0637\u0648\u0631 \u0648\u0627\u0644\u062a\u062d\u0633\u0646 \u0628\u0641\u0636\u0644 \u0627\u0644\u0627\u0628\u062a\u0643\u0627\u0631\u0627\u062a \u0627\u0644\u062c\u062f\u064a\u062f\u0629 \u0648\u0627\u0644\u062a\u0637\u0648\u0631\u0627\u062a \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0629. \u0645\u0646 \u0628\u064a\u0646 \u0627\u0644\u062a\u0648\u062c\u0647\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0629:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0623\u062f\u0627\u0621: <\/strong>\u0633\u062a\u0633\u062a\u0645\u0631 \u0645\u0643\u062a\u0628\u0627\u062a \u0628\u0627\u064a\u062b\u0648\u0646 \u0641\u064a \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0623\u062f\u0627\u0621 \u0644\u062a\u062d\u0642\u064a\u0642 \u0646\u062a\u0627\u0626\u062c \u0623\u0641\u0636\u0644 \u0648\u0623\u0633\u0631\u0639.<\/li>\n\n\n\n<li><strong>\u062f\u0639\u0645 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642: <\/strong>\u0633\u062a\u0633\u062a\u0645\u0631 \u0645\u0643\u062a\u0628\u0627\u062a \u0645\u062b\u0644 TensorFlow \u0648PyTorch \u0641\u064a \u062a\u062d\u0633\u064a\u0646 \u062f\u0639\u0645\u0647\u0627 \u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642.<\/li>\n\n\n\n<li><strong>\u062a\u0648\u0633\u0639 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645: <\/strong>\u0633\u062a\u0633\u062a\u0645\u0631 \u0645\u0643\u062a\u0628\u0627\u062a \u0628\u0627\u064a\u062b\u0648\u0646 \u0641\u064a \u0627\u0644\u062a\u0648\u0633\u0639 \u0641\u064a \u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u0633\u0639\u0629 \u0645\u0646 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0648\u0627\u0644\u0633\u064a\u0627\u0631\u0627\u062a \u0630\u0627\u062a\u064a\u0629 \u0627\u0644\u0642\u064a\u0627\u062f\u0629.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u0645\u0627 \u0647\u064a \u0623\u0647\u0645 \u0645\u0648\u0627\u0631\u062f \u062a\u0639\u0644\u0645 \u0645\u0643\u062a\u0628\u0627\u062a \u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u061f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0631\u063a\u0628 \u0641\u064a \u062a\u0639\u0644\u0645 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0643\u062a\u0628\u0627\u062a \u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0647\u0646\u0627\u0643 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u0645\u062a\u0627\u062d\u0629:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0627\u0644\u062f\u0648\u0631\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a\u0629:<\/strong> \u062a\u062a\u0648\u0641\u0631 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u062f\u0648\u0631\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a\u0629 \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0644\u062a\u0639\u0644\u0645 \u0645\u0643\u062a\u0628\u0627\u062a \u0628\u0627\u064a\u062b\u0648\u0646 \u0645\u062b\u0644 Coursera \u0648 Udemy\u060c \u0648\u0623\u0643\u0627\u062f\u064a\u0645\u064a\u0629 \u0645\u0627\u064a\u0633\u062a\u0631\u0648 \u0627\u0644\u062a\u064a \u062a\u0648\u0641\u0631 \u062f\u0648\u0631\u0627\u062a \u0645\u062c\u0627\u0646\u064a\u0629 \u0644\u0644\u0639\u0631\u0628 \u0627\u0644\u0645\u0642\u064a\u0645\u064a\u0646 \u0641\u064a \u0623\u0644\u0645\u0627\u0646\u064a\u0627.<\/li>\n\n\n\n<li><strong>\u0627\u0644\u0643\u062a\u0628 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a\u0629:<\/strong> \u0647\u0646\u0627\u0643 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0643\u062a\u0628 \u0627\u0644\u062a\u064a \u062a\u063a\u0637\u064a \u0645\u0643\u062a\u0628\u0627\u062a \u0628\u0627\u064a\u062b\u0648\u0646 \u0648\u062a\u0634\u0631\u062d <strong><a href=\"https:\/\/mystro-learning.com\/ar\/%d9%83%d9%8a%d9%81%d9%8a%d8%a9-%d8%a7%d8%b3%d8%aa%d8%ae%d8%af%d8%a7%d9%85-%d8%a7%d9%84%d8%b0%d9%83%d8%a7%d8%a1-%d8%a7%d9%84%d8%a7%d8%b5%d8%b7%d9%86%d8%a7%d8%b9%d9%8a\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 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\u0623\u0641\u0636\u0644 \u0623\u0643\u0627\u062f\u064a\u0645\u064a\u0629 \u0644\u062a\u0639\u0644\u0645 \u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u0644\u0639\u0631\u0628 \u0627\u0644\u0645\u0642\u064a\u0645\u064a\u0646 \u0641\u064a \u0623\u0644\u0645\u0627\u0646\u064a\u0627<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0625\u0630\u0627 \u0643\u0646\u062a \u0639\u0631\u0628\u064a\u064b\u0627 \u0645\u0642\u064a\u0645\u064b\u0627 \u0641\u064a \u0623\u0644\u0645\u0627\u0646\u064a\u0627 \u0648\u0645\u062f\u0639\u0648\u0645 \u0645\u0646 \u0645\u0643\u062a\u0628 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0623\u0644\u0645\u0627\u0646\u064a (Job Center) \u0648\u062a\u0631\u063a\u0628 \u0641\u064a \u062a\u0639\u0644\u0645 \u0644\u063a\u0629 \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0628\u0627\u064a\u062b\u0648\u0646\u060c \u0641\u0625\u0646 \u0623\u0643\u0627\u062f\u064a\u0645\u064a\u0629 \u0645\u0627\u064a\u0633\u062a\u0631\u0648 \u062a\u064f\u0639\u062a\u0628\u0631 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\u0645\u062e\u062a\u0644\u0641 \u062c\u0648\u0627\u0646\u0628 \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0628\u0644\u063a\u0629 \u0628\u0627\u064a\u062b\u0648\u0646 &#8211; \u0645\u0646 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0627\u062a \u0625\u0644\u0649 \u0627\u0644\u0645\u0633\u062a\u0648\u064a\u0627\u062a \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629.<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"634\" src=\"https:\/\/mystro-learning.com\/wp-content\/uploads\/2024\/06\/\u0644\u0645\u0627\u0630\u0627-\u0645\u0627\u064a\u0633\u062a\u0631\u0648-\u0647\u064a-\u0627\u0644\u062e\u064a\u0627\u0631-\u0627\u0644\u0623\u0645\u062b\u0644-1024x634.jpg\" alt=\"\u0644\u0645\u0627\u0630\u0627 \u0645\u0627\u064a\u0633\u062a\u0631\u0648 \u0647\u064a \u0627\u0644\u062e\u064a\u0627\u0631 \u0627\u0644\u0623\u0645\u062b\u0644\" class=\"wp-image-987505996\" srcset=\"https:\/\/mystro-learning.com\/wp-content\/uploads\/2024\/06\/\u0644\u0645\u0627\u0630\u0627-\u0645\u0627\u064a\u0633\u062a\u0631\u0648-\u0647\u064a-\u0627\u0644\u062e\u064a\u0627\u0631-\u0627\u0644\u0623\u0645\u062b\u0644-1024x634.jpg 1024w, https:\/\/mystro-learning.com\/wp-content\/uploads\/2024\/06\/\u0644\u0645\u0627\u0630\u0627-\u0645\u0627\u064a\u0633\u062a\u0631\u0648-\u0647\u064a-\u0627\u0644\u062e\u064a\u0627\u0631-\u0627\u0644\u0623\u0645\u062b\u0644-300x186.jpg 300w, https:\/\/mystro-learning.com\/wp-content\/uploads\/2024\/06\/\u0644\u0645\u0627\u0630\u0627-\u0645\u0627\u064a\u0633\u062a\u0631\u0648-\u0647\u064a-\u0627\u0644\u062e\u064a\u0627\u0631-\u0627\u0644\u0623\u0645\u062b\u0644-768x475.jpg 768w, https:\/\/mystro-learning.com\/wp-content\/uploads\/2024\/06\/\u0644\u0645\u0627\u0630\u0627-\u0645\u0627\u064a\u0633\u062a\u0631\u0648-\u0647\u064a-\u0627\u0644\u062e\u064a\u0627\u0631-\u0627\u0644\u0623\u0645\u062b\u0644.jpg 1500w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u0644\u0645\u0627\u0630\u0627 \u0645\u0627\u064a\u0633\u062a\u0631\u0648 \u0647\u064a \u0627\u0644\u062e\u064a\u0627\u0631 \u0627\u0644\u0623\u0645\u062b\u0644\u061f<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0645\u062d\u062a\u0648\u0649 \u0628\u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0639\u0631\u0628\u064a\u0629:<\/strong> \u062a\u0648\u0641\u0631 \u0645\u0627\u064a\u0633\u062a\u0631\u0648 \u062c\u0645\u064a\u0639 \u0627\u0644\u062f\u0631\u0648\u0633 \u0648\u0627\u0644\u0645\u0648\u0627\u062f \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a\u0629 \u0628\u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0639\u0631\u0628\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0645\u062b\u0627\u0644\u064a\u0629 \u0644\u0644\u0646\u0627\u0637\u0642\u064a\u0646 \u0628\u0627\u0644\u0639\u0631\u0628\u064a\u0629.<\/li>\n\n\n\n<li><strong>\u062f\u0639\u0645 \u0645\u062e\u0635\u0635: <\/strong>\u064a\u062d\u0635\u0644 \u0627\u0644\u0645\u062a\u0639\u0644\u0645\u0648\u0646 \u0639\u0644\u0649 \u062f\u0639\u0645 \u0645\u062e\u0635\u0635 \u0645\u0646 \u0627\u0644\u0645\u062f\u0631\u0628\u064a\u0646 \u0627\u0644\u0630\u064a\u0646 \u064a\u062a\u062d\u062f\u062b\u0648\u0646 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0639\u0631\u0628\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u0633\u0647\u0644 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0639\u0644\u0645.<\/li>\n\n\n\n<li><strong>\u0645\u062c\u062a\u0645\u0639 \u062a\u0641\u0627\u0639\u0644\u064a: <\/strong>\u062a\u0648\u0641\u0631 \u0645\u0627\u064a\u0633\u062a\u0631\u0648 \u0645\u062c\u062a\u0645\u0639\u064b\u0627 \u062a\u0641\u0627\u0639\u0644\u064a\u064b\u0627 \u0645\u0646 \u0627\u0644\u0645\u062a\u0639\u0644\u0645\u064a\u0646\u060c \u062d\u064a\u062b \u064a\u0645\u0643\u0646 \u0644\u0644\u0637\u0644\u0627\u0628 \u062a\u0628\u0627\u062f\u0644 \u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0648\u0627\u0644\u062e\u0628\u0631\u0627\u062a \u0648\u0645\u0633\u0627\u0639\u062f\u0629 \u0628\u0639\u0636\u0647\u0645 \u0627\u0644\u0628\u0639\u0636.<\/li>\n\n\n\n<li><strong>\u0645\u0646\u0647\u062c \u0634\u0627\u0645\u0644:<\/strong> \u062a\u063a\u0637\u064a \u0627\u0644\u062f\u0648\u0631\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a\u0629 \u062c\u0645\u064a\u0639 \u062c\u0648\u0627\u0646\u0628 \u0644\u063a\u0629 \u0628\u0627\u064a\u062b\u0648\u0646\u060c \u0628\u062f\u0621\u064b\u0627 \u0645\u0646 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0627\u062a \u0648\u062d\u062a\u0649 \u0627\u0644\u0645\u0648\u0627\u0636\u064a\u0639 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0645\u0643\u062a\u0628\u0627\u062a \u0628\u0627\u064a\u062b\u0648\u0646 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.<\/li>\n\n\n\n<li><strong>\u0646\u0638\u0627\u0645 \u0644\u062a\u062a\u0628\u0639 \u0648\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0623\u062f\u0627\u0621: <\/strong>\u062a\u0648\u0641\u0631 \u0645\u0627\u064a\u0633\u062a\u0631\u0648 \u0646\u0638\u0627\u0645\u064b\u0627 \u0644\u062a\u062a\u0628\u0639 \u0627\u0644\u062a\u0642\u062f\u0645 \u0648\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0623\u062f\u0627\u0621\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0644\u0644\u0637\u0644\u0627\u0628 \u0628\u0641\u0647\u0645 \u0645\u062f\u0649 \u062a\u0637\u0648\u0631\u0647\u0645 \u0648\u062a\u062d\u0633\u064a\u0646 \u0623\u062f\u0627\u0626\u0647\u0645 \u0639\u0644\u0649 \u0645\u0631\u0627\u062d\u0644 \u0627\u0644\u062a\u0639\u0644\u0645\u060c \u0648\u0645\u0633\u0627\u0639\u062f\u062a\u0647\u0645 \u0639\u0644\u0649 \u0645\u0639\u0631\u0641\u0629 \u0646\u0642\u0627\u0637 \u0627\u0644\u0642\u0648\u0629 \u0648\u0627\u0644\u0636\u0639\u0641 \u0644\u062f\u064a\u0647\u0645 \u0648\u0627\u0644\u0639\u0645\u0644 \u0639\u0644\u0649 \u062a\u062d\u0633\u064a\u0646\u0647\u0627 \u0628\u0634\u0643\u0644 \u0645\u0633\u062a\u0645\u0631.<\/li>\n\n\n\n<li><strong>\u0634\u0647\u0627\u062f\u0629 \u0645\u0639\u062a\u0631\u0641 \u0628\u0647\u0627<\/strong>: \u0628\u0645\u062c\u0631\u062f \u0625\u062a\u0645\u0627\u0645 <strong><a href=\"https:\/\/mystro-learning.com\/ar\/%d9%85%d8%b3%d8%a7%d8%b1-%d8%aa%d8%b9%d9%84%d9%85-%d8%a7%d9%84%d8%b0%d9%83%d8%a7%d8%a1-%d8%a7%d9%84%d8%a7%d8%b5%d8%b7%d9%86%d8%a7%d8%b9%d9%8a\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u0645\u0633\u0627\u0631 \u062a\u0639\u0644\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0646 \u0623\u0643\u0627\u062f\u064a\u0645\u064a\u0629 \u0645\u0627\u064a\u0633\u062a\u0631 \u0641\u064a \u0623\u0644\u0645\u0627\u0646\u064a\u0627<\/a><\/strong> \u0633\u062a\u062d\u0635\u0644 \u0627\u0644\u0637\u0644\u0627\u0628 \u0639\u0644\u0649 \u0634\u0647\u0627\u062f\u0629 \u0625\u062a\u0645\u0627\u0645 \u0645\u0639\u062a\u0631\u0641 \u0628\u0647\u0627\u060c \u062a\u062d\u0633\u0646 \u0645\u0646 \u0641\u0631\u0635 \u0627\u0644\u0637\u0644\u0627\u0628 \u0641\u064a \u0627\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0648\u0638\u0627\u0626\u0641 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u062a\u064f\u0639\u062a\u0628\u0631 \u0625\u0636\u0627\u0641\u0629 \u0642\u064a\u0645\u0629 \u0625\u0644\u0649 \u0633\u064a\u0631\u062a\u0647\u0645 \u0627\u0644\u0630\u0627\u062a\u064a\u0629.<\/li>\n<\/ul>\n\n\n\n<div class=\"cta-card\">\n    <h2 class=\"cta-title\">\n        \u0627\u0646\u0637\u0644\u0642 \u0645\u0639 \u0623\u0643\u0627\u062f\u064a\u0645\u064a\u0629 \u0645\u0627\u064a\u0633\u062a\u0631\u0648 \ud83d\ude80 \u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <br>\n        \u062a\u0639\u0644\u0645 <span class=\"highlight\"> \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0639\u0644\u0648\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/span> \u0628\u0633\u0647\u0648\u0644\u0629 \u0648\u0628\u062c\u0648\u062f\u0629 \u0623\u0644\u0645\u0627\u0646\u064a\u0629\n    <\/h2>\n    \n    <div class=\"features\">\n        <div class=\"feature\">\n            <div class=\"icon-wrapper\">\n                <!-- SVG \u0623\u064a\u0642\u0648\u0646\u0629 \u0642\u0628\u0639\u0629 \u0627\u0644\u062a\u062e\u0631\u062c -->\n                <svg xmlns=\"http:\/\/www.w.org\/2000\/svg\" viewBox=\"0 0 24 24\"><path d=\"M12 3L1 9l11 6 9-4.91V17h2V9L12 3zm0 8.48L4.69 7.5 12 5l7.31 2.5L12 11.48zM5 13.18v4L12 21l7-3.82v-4L12 17l-7-3.82z\"><\/path><\/svg>\n            <\/div>\n            <p>\u0634\u0647\u0627\u062f\u0629 \u0645\u0639\u062a\u0645\u062f\u0629<\/p>\n        <\/div>\n        <div class=\"feature\">\n            <div class=\"icon-wrapper\">\n                <!-- SVG \u0623\u064a\u0642\u0648\u0646\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 -->\n                <svg xmlns=\"http:\/\/www.w.org\/2000\/svg\" viewBox=\"0 0 24 24\"><path d=\"M16 11c1.66 0 2.99-1.34 2.99-3S17.66 5 16 5c-1.66 0-3 1.34-3 3s1.34 3 3 3zm-8 0c1.66 0 2.99-1.34 2.99-3S9.66 5 8 5C6.34 5 5 6.34 5 8s1.34 3 3 3zm0 2c-2.33 0-7 1.17-7 3.5V19h14v-2.5c0-2.33-4.67-3.5-7-3.5zm8 0c-.29 0-.62.02-.97.05 1.16.84 1.97 1.97 1.97 3.45V19h6v-2.5c0-2.33-4.67-3.5-7-3.5z\"><\/path><\/svg>\n            <\/div>\n            <p>\u0645\u0646\u0627\u0633\u0628 \u0644\u0644\u062c\u0645\u064a\u0639<\/p>\n        <\/div>\n        <div class=\"feature\">\n            <div class=\"icon-wrapper\">\n                <!-- SVG \u0623\u064a\u0642\u0648\u0646\u0629 \u0627\u0644\u0645\u0635\u0628\u0627\u062d -->\n                <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 24 24\"><path d=\"M12,2A7,7,0,0,0,5,9c0,2.38,1.19,4.47,3,5.74V17a1,1,0,0,0,1,1h6a1,1,0,0,0,1-1V14.74c1.81-1.27,3-3.36,3-5.74A7,7,0,0,0,12,2Zm1,17.5a.5.5,0,0,1-.5.5h-1a.5.5,0,0,1-.5-.5V18h2Z\"><\/path><\/svg>\n            <\/div>\n            <p>\u062a\u0639\u0644\u0645 \u0645\u0628\u062a\u0643\u0631<\/p>\n        <\/div>\n    <\/div>\n\n    <a href=\"https:\/\/mystro-learning.com\/ar\/courses-mystro\/artificial-intelligence-and-data-science\/\" class=\"custom-button\">\n         \u062f\u0648\u0631\u0629 \u062a\u0639\u0644\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0639\u0644\u0648\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<span class=\"arrow\"><\/span>\n    <\/a>\n<\/div>\n\n<style>\n    :root {\n        --main-bg: #e0f5e4;\n        --highlight: #4ADE80;\n        --text-color: #2d3748;\n        --icon-bg: #4ADE80;\n        --icon-color-dark: #2a332c;\n        --button-bg-dark: #2a332c;\n        --button-bg-light: #4ADE80;\n   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flex-direction: row;\n        justify-content: space-around;\n        align-items: flex-start;\n        gap: 30px;\n        margin-bottom: 40px;\n    }\n\n    .feature {\n        text-align: center;\n        flex: 1;\n    }\n\n    .feature .icon-wrapper {\n        background-color: var(--icon-bg);\n        width: 64px;\n        height: 64px;\n        border-radius: 50%;\n        display: inline-flex;\n        justify-content: center;\n        align-items: center;\n        margin-bottom: 12px;\n        transition: transform 0.3s ease;\n    }\n    \n    .feature:hover .icon-wrapper {\n        transform: scale(1.1) rotate(5deg);\n    }\n\n    .feature svg {\n        width: 32px;\n        height: 32px;\n        fill: var(--icon-color-dark);\n    }\n\n    .feature p {\n        margin: 0;\n        font-size: 1.1rem;\n        font-weight: 400; \/* \u0648\u0632\u0646 \u0639\u0627\u062f\u064a *\/\n        color: var(--text-color);\n    }\n\n    .custom-button {\n        display: inline-block;\n        padding: 16px 40px;\n        border-radius: 50px;\n        font-size: 1.2rem;\n        font-weight: 700; \/* \u0648\u0632\u0646 \u0639\u0631\u064a\u0636 *\/\n        text-decoration: none;\n        color: #fff;\n        background: linear-gradient(to left, var(--button-bg-light), var(--button-bg-dark));\n        border: none;\n        cursor: pointer;\n        transition: transform 0.3s ease, box-shadow 0.3s ease;\n        \/* \u0644\u0627 \u062d\u0627\u062c\u0629 \u0644\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u062e\u0637 \u0647\u0646\u0627 \u0644\u0623\u0646\u0647 \u0633\u064a\u062a\u0645 \u0648\u0631\u0627\u062b\u062a\u0647 \u0645\u0646 .cta-card *\/\n    }\n\n    .custom-button:hover {\n        transform: translateY(-4px);\n        box-shadow: 0 8px 20px rgba(0,0,0,0.2);\n    }\n    \n    .custom-button .arrow {\n        margin-right: 8px;\n        transition: transform 0.3s ease;\n    }\n\n    .custom-button:hover .arrow {\n        transform: translateX(-5px);\n    }\n\n  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\u0627\u0644\u0639\u0644\u0645\u064a \u0648\u0627\u0644\u0645\u0647\u0646\u064a \u0641\u064a \u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629!<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0634\u0647\u062f\u062a \u0644\u063a\u0629 \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0628\u0627\u064a\u062b\u0648\u0646 \u0646\u0645\u0648\u0627\u064b \u0645\u0644\u062d\u0648\u0638\u0627\u064b \u0639\u0644\u0649 \u0645\u062f\u0627\u0631 \u0627\u0644\u0633\u0646\u0648\u0627\u062a \u0644\u062a\u0635\u0628\u062d \u0648\u0627\u062d\u062f\u0629 \u0645\u0646 \u0623\u0643\u062b\u0631 \u0644\u063a\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0634\u0639\u0628\u064a\u0629 \u0641\u064a \u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a (ML) 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