{"id":4018,"date":"2025-05-13T08:51:36","date_gmt":"2025-05-13T05:51:36","guid":{"rendered":"https:\/\/www.dztecs.com\/ai\/?p=4018"},"modified":"2025-05-13T08:51:36","modified_gmt":"2025-05-13T05:51:36","slug":"top-10-courses-related-to-artificial-intelligence-and-machine-learning","status":"publish","type":"post","link":"https:\/\/www.dztecs.com\/ai\/top-10-courses-related-to-artificial-intelligence-and-machine-learning\/","title":{"rendered":"\u0623\u0641\u0636\u0644 10 \u062f\u0648\u0631\u0627\u062a \u0645\u064f\u062a\u0639\u0644\u0642\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>\u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u0645\u0642\u0627\u0644\u0629\u060c \u0633\u0646\u0639\u0631\u0636 \u0644\u0643 \u0623\u0641\u0636\u0644 10 \u062f\u0648\u0631\u0627\u062a \u062a\u062f\u0631\u064a\u0628\u064a\u0629 \u0641\u064a \u0627\u0644\u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0644\u062a\u0627\u0644\u064a\u0629:<\/p>\n<ul>\n<li><strong>\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a (AI)<\/strong> \u2013 <a href=\"https:\/\/www.wgu.edu\/blog\/what-ai-technology-how-used2003.html\" target=\"_blank\" rel=\"noopener noreferrer\" target=\"_blank\" rel=\"noreferrer noopener\">Artificial Intelligence<\/a> (\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a). \u062f\u0648\u0631\u0627\u062a \u0645\u062a\u062e\u0635\u0635\u0629 \u0641\u064a \u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0627\u062a\u0647\u0627 \u0627\u0644\u0645\u062a\u0639\u062f\u062f\u0629.<\/li>\n<li><strong>\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a (ML)<\/strong> \u2013 <a href=\"https:\/\/mitsloan.mit.edu\/ideas-made-to-matter\/machine-learning-explained\" target=\"_blank\" rel=\"noopener noreferrer\" target=\"_blank\" rel=\"noreferrer noopener\">Machine Learning<\/a> (\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a). \u0628\u0631\u0627\u0645\u062c \u062a\u062f\u0631\u064a\u0628\u064a\u0629 \u062a\u063a\u0637\u064a \u0623\u0633\u0627\u0633\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0648\u062a\u0637\u0628\u064a\u0642\u0627\u062a\u0647 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629.<\/li>\n<\/ul>\n<p>\u0633\u062a\u0623\u062e\u0630\u0643 \u0647\u0630\u0647 \u0627\u0644\u062f\u0648\u0631\u0627\u062a \u0627\u0644\u062a\u062f\u0631\u064a\u0628\u064a\u0629 \u0639\u0628\u0631 \u0623\u0633\u0627\u0633\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a\u060c \u0645\u0645\u0627 \u064a\u0645\u0646\u062d\u0643 \u0641\u0647\u0645\u064b\u0627 \u0634\u0627\u0645\u0644\u0627\u064b \u0644\u0647\u0630\u0647 \u0627\u0644\u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0629 \u0627\u0644\u0647\u0627\u0645\u0629.<\/p>\n<p>&nbsp;<\/p>\n<blockquote><p>\u0633\u0646\u0633\u062a\u0639\u0631\u0636 \u062f\u0648\u0631\u0627\u062a \u062a\u062f\u0631\u064a\u0628\u064a\u0629 \u0645\u0646 <strong>\u0645\u0624\u0633\u0633\u0627\u062a \u062a\u0639\u0644\u064a\u0645\u064a\u0629 \u0631\u0633\u0645\u064a\u0629 \u0645\u0639\u062a\u0645\u062f\u0629.<\/strong><\/p><\/blockquote>\n<p>\u0641\u064a <a href=\"https:\/\/www.dztecs.com\/ai\/\" target=\"_blank\" rel=\"noopener noreferrer\" target=\"_blank\" rel=\"noreferrer noopener\">Guides.ai<\/a>\u060c \u0646\u0647\u062f\u0641 \u0625\u0644\u0649 \u062a\u0642\u062f\u064a\u0645 \u0623\u0641\u0636\u0644 \u0627\u0644\u062f\u0631\u0648\u0633 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a\u0629 \u0641\u064a \u0627\u0644\u0639\u0627\u0644\u0645 \u062d\u0648\u0644 \u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a (AI) \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a (ML).<\/p>\n<ul>\n<li>\u0648\u0644\u0643\u0646\u060c \u0642\u062f \u062a\u0628\u062d\u062b \u0639\u0646 \u062f\u0648\u0631\u0629 \u062a\u062f\u0631\u064a\u0628\u064a\u0629 \u062e\u0637\u0648\u0629 \u0628\u062e\u0637\u0648\u0629.<\/li>\n<li>\u0644\u0647\u0630\u0627 \u0627\u0644\u0633\u0628\u0628 \u062a\u062d\u062f\u064a\u062f\u064b\u0627\u060c \u0642\u0645\u0646\u0627 \u0628\u0625\u0639\u062f\u0627\u062f \u0647\u0630\u0647 \u0627\u0644\u0642\u0627\u0626\u0645\u0629.<\/li>\n<\/ul>\n<p>\u062f\u0639\u0646\u0627 \u0646\u0644\u0642\u064a \u0646\u0638\u0631\u0629 \u0639\u0644\u064a\u0647\u0627.<\/p>\n<p>&nbsp;<\/p>\n<h2 class=\"wp-block-heading\"><strong>\u0642\u0627\u0626\u0645\u0629:<\/strong> \u0623\u0641\u0636\u0644 10 \u062f\u0648\u0631\u0627\u062a \u062a\u062f\u0631\u064a\u0628\u064a\u0629 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629<\/h2>\n<h3 class=\"wp-block-heading\">1. \u062f\u0648\u0631\u0629 \u0633\u062a\u0627\u0646\u0641\u0648\u0631\u062f \u0644\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u2013 \u0623\u0646\u062f\u0631\u0648 \u0646\u062c<\/h3>\n<p><strong><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-4019\" src=\"https:\/\/www.dztecs.com\/ai\/wp-content\/uploads\/sites\/2\/2025\/05\/Stanfords-Machine-Learning-AI-Course-1024x576-1-e1747115216893.webp\" alt=\"\" width=\"1024\" height=\"498\" srcset=\"https:\/\/www.dztecs.com\/ai\/wp-content\/uploads\/sites\/2\/2025\/05\/Stanfords-Machine-Learning-AI-Course-1024x576-1-e1747115216893.webp 1024w, https:\/\/www.dztecs.com\/ai\/wp-content\/uploads\/sites\/2\/2025\/05\/Stanfords-Machine-Learning-AI-Course-1024x576-1-e1747115216893-300x146.webp 300w, https:\/\/www.dztecs.com\/ai\/wp-content\/uploads\/sites\/2\/2025\/05\/Stanfords-Machine-Learning-AI-Course-1024x576-1-e1747115216893-768x374.webp 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/>\u0627\u0644\u0645\u0632\u0627\u064a\u0627<\/strong><\/p>\n<ul>\n<li>\u0645\u062d\u062a\u0648\u0649 \u0639\u0627\u0644\u064a \u0627\u0644\u062c\u0648\u062f\u0629 \u0645\u0646 \u062c\u0627\u0645\u0639\u0629 \u0633\u062a\u0627\u0646\u0641\u0648\u0631\u062f.<\/li>\n<li>\u064a\u0642\u062f\u0645\u0647\u0627 \u0631\u0627\u0626\u062f \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a Andrew Ng.<\/li>\n<li>\u0645\u0632\u064a\u062c \u0645\u0645\u062a\u0627\u0632 \u0645\u0646 \u0627\u0644\u0646\u0638\u0631\u064a\u0629 \u0648\u0627\u0644\u062a\u0645\u0627\u0631\u064a\u0646 \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a.<\/li>\n<\/ul>\n<p><strong>\u0627\u0644\u0639\u064a\u0648\u0628<\/strong><\/p>\n<ul>\n<li>\u0642\u062f\u064a\u0645\u0629 \u0628\u0639\u0636 \u0627\u0644\u0634\u064a\u0621 \u0645\u0646 \u062d\u064a\u062b \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u062d\u0627\u0644\u064a\u0629.<\/li>\n<li>\u062a\u0631\u0643\u0632 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0639\u0644\u0649 \u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0627\u062a\u061b \u0642\u062f \u064a\u0643\u0648\u0646 \u0630\u0644\u0643 \u0645\u062e\u064a\u0641\u064b\u0627 \u0644\u0644\u0645\u0628\u062a\u062f\u0626\u064a\u0646 \u0641\u064a \u0645\u062c\u0627\u0644 Machine Learning.<\/li>\n<\/ul>\n<p><strong>\u0627\u0644\u062a\u0633\u0639\u064a\u0631<\/strong><\/p>\n<ul>\n<li>\u0645\u062c\u0627\u0646\u064a\u0629 \u0644\u0644\u0645\u0631\u0627\u062c\u0639\u0629\u060c \u0634\u0647\u0627\u062f\u0629 \u0645\u0642\u0627\u0628\u0644 \u0631\u0633\u0648\u0645.<\/li>\n<\/ul>\n<p><strong>\u0627\u0644\u0645\u064a\u0632\u0627\u062a<\/strong><\/p>\n<ul>\n<li>\u0645\u062d\u0627\u0636\u0631\u0627\u062a \u0627\u0644\u0641\u064a\u062f\u064a\u0648<\/li>\n<li>\u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u0642\u0635\u064a\u0631\u0629<\/li>\n<li>\u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u062a\u064a \u064a\u062a\u0645 \u062a\u0642\u064a\u064a\u0645\u0647\u0627 \u0645\u0646 \u0642\u0628\u0644 \u0627\u0644\u0632\u0645\u0644\u0627\u0621<\/li>\n<\/ul>\n<blockquote><p><strong>\u0627\u0644\u0648\u0635\u0648\u0644 \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a:<\/strong> <em><a href=\"https:\/\/online.stanford.edu\/courses\/cs229-machine-learning\" target=\"_blank\" rel=\"noopener noreferrer\" target=\"_blank\" rel=\"noreferrer noopener\">\u062f\u0648\u0631\u0629 \u0627\u0644\u062a\u0639\u0644\u0651\u0645 \u0627\u0644\u0622\u0644\u064a \u0645\u0646 \u0633\u062a\u0627\u0646\u0641\u0648\u0631\u062f (Stanford\u2019s Machine Learning)<\/a><\/em><\/p><\/blockquote>\n<p>&nbsp;<\/p>\n<h3 class=\"wp-block-heading\">2. \u062f\u0648\u0631\u0627\u062a Fast.ai<\/h3>\n<p><strong><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-4020\" src=\"https:\/\/www.dztecs.com\/ai\/wp-content\/uploads\/sites\/2\/2025\/05\/Fast.ai-Courses-for-AI-and-ML-1024x576-1-e1747115226169.webp\" alt=\"\" width=\"1024\" height=\"498\" srcset=\"https:\/\/www.dztecs.com\/ai\/wp-content\/uploads\/sites\/2\/2025\/05\/Fast.ai-Courses-for-AI-and-ML-1024x576-1-e1747115226169.webp 1024w, https:\/\/www.dztecs.com\/ai\/wp-content\/uploads\/sites\/2\/2025\/05\/Fast.ai-Courses-for-AI-and-ML-1024x576-1-e1747115226169-300x146.webp 300w, https:\/\/www.dztecs.com\/ai\/wp-content\/uploads\/sites\/2\/2025\/05\/Fast.ai-Courses-for-AI-and-ML-1024x576-1-e1747115226169-768x374.webp 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/>\u0627\u0644\u0645\u0632\u0627\u064a\u0627<\/strong><\/p>\n<ul>\n<li>\u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.<\/li>\n<li>\u062f\u0639\u0645 \u0645\u062c\u062a\u0645\u0639\u064a \u0642\u0648\u064a.<\/li>\n<li>\u062a\u0642\u0646\u064a\u0627\u062a \u0645\u062a\u0637\u0648\u0631\u0629 \u0641\u064a \u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629.<\/li>\n<\/ul>\n<p><strong>\u0627\u0644\u0639\u064a\u0648\u0628<\/strong><\/p>\n<ul>\n<li>\u062a\u0631\u0643\u064a\u0632 \u0623\u0642\u0644 \u0639\u0644\u0649 \u0627\u0644\u0646\u0638\u0631\u064a\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629.<\/li>\n<li>\u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u062e\u0628\u0631\u0629 \u0633\u0627\u0628\u0642\u0629 \u0641\u064a \u0627\u0644\u0628\u0631\u0645\u062c\u0629.<\/li>\n<\/ul>\n<p><strong>\u0627\u0644\u062a\u0633\u0639\u064a\u0631<\/strong><\/p>\n<ul>\n<li>\u0645\u062c\u0627\u0646\u064a\u0629.<\/li>\n<\/ul>\n<p><strong>\u0627\u0644\u0645\u064a\u0632\u0627\u062a<\/strong><\/p>\n<ul>\n<li>\u062f\u0641\u0627\u062a\u0631 \u062a\u0641\u0627\u0639\u0644\u064a\u0629 (Interactive notebooks).<\/li>\n<li>\u0645\u062d\u0627\u0636\u0631\u0627\u062a \u0641\u064a\u062f\u064a\u0648.<\/li>\n<li>\u0645\u0646\u062a\u062f\u064a\u0627\u062a \u0645\u062c\u062a\u0645\u0639\u064a\u0629.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<blockquote><p><strong>\u0627\u0644\u0648\u0635\u0648\u0644 \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a:<\/strong> <em><a href=\"https:\/\/www.fast.ai\/\" target=\"_blank\" rel=\"noopener noreferrer\" target=\"_blank\" rel=\"noreferrer noopener\">\u062f\u0648\u0631\u0627\u062a Fast.ai<\/a><\/em><\/p><\/blockquote>\n<p>&nbsp;<\/p>\n<h3 class=\"wp-block-heading\">3. \u0645\u0642\u062f\u0645\u0629 \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Python \u2013 \u062f\u0648\u0631\u0629 Harvard CS50<\/h3>\n<p><strong><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-4021\" src=\"https:\/\/www.dztecs.com\/ai\/wp-content\/uploads\/sites\/2\/2025\/05\/Harvards-AI-and-Python-Course-1024x576-1-e1747115236286.webp\" alt=\"\" width=\"1024\" height=\"500\" srcset=\"https:\/\/www.dztecs.com\/ai\/wp-content\/uploads\/sites\/2\/2025\/05\/Harvards-AI-and-Python-Course-1024x576-1-e1747115236286.webp 1024w, https:\/\/www.dztecs.com\/ai\/wp-content\/uploads\/sites\/2\/2025\/05\/Harvards-AI-and-Python-Course-1024x576-1-e1747115236286-300x146.webp 300w, https:\/\/www.dztecs.com\/ai\/wp-content\/uploads\/sites\/2\/2025\/05\/Harvards-AI-and-Python-Course-1024x576-1-e1747115236286-768x375.webp 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/>\u0627\u0644\u0645\u0632\u0627\u064a\u0627<\/strong><\/p>\n<ul>\n<li>\u062a\u063a\u0637\u064a\u0629 \u0634\u0627\u0645\u0644\u0629 \u0644\u0645\u0641\u0627\u0647\u064a\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.<\/li>\n<li>\u062a\u0648\u0627\u0632\u0646 \u062c\u064a\u062f \u0628\u064a\u0646 \u0627\u0644\u062c\u0627\u0646\u0628 \u0627\u0644\u0646\u0638\u0631\u064a \u0648\u0627\u0644\u062a\u0637\u0628\u064a\u0642\u064a \u0641\u064a \u0639\u0644\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.<\/li>\n<li>\u0645\u0648\u0627\u062f \u062f\u0631\u0627\u0633\u064a\u0629 \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u062c\u0648\u062f\u0629 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.<\/li>\n<\/ul>\n<p><strong>\u0627\u0644\u0639\u064a\u0648\u0628<\/strong><\/p>\n<ul>\n<li>\u0642\u062f \u062a\u0643\u0648\u0646 \u0645\u0643\u062b\u0641\u0629 \u0644\u0644\u0645\u0628\u062a\u062f\u0626\u064a\u0646 \u062a\u0645\u0627\u0645\u064b\u0627 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648 Python.<\/li>\n<li>\u062a\u0633\u062a\u063a\u0631\u0642 \u0648\u0642\u062a\u064b\u0627 \u0637\u0648\u064a\u0644\u0627\u064b.<\/li>\n<\/ul>\n<p><strong>\u0627\u0644\u062a\u0633\u0639\u064a\u0631<\/strong><\/p>\n<ul>\n<li>\u0645\u0631\u0627\u062c\u0639\u0629 \u0645\u062c\u0627\u0646\u064a\u0629\u060c \u0634\u0647\u0627\u062f\u0629 \u0628\u0631\u0633\u0648\u0645.<\/li>\n<\/ul>\n<p><strong>\u0627\u0644\u0645\u064a\u0632\u0627\u062a<\/strong><\/p>\n<ul>\n<li>\u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0645\u0633\u0627\u0626\u0644<\/li>\n<li>\u0645\u0634\u0631\u0648\u0639 \u0646\u0647\u0627\u0626\u064a<\/li>\n<li>\u0645\u0644\u0627\u062d\u0638\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u0636\u0631\u0627\u062a<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<blockquote><p><strong>\u0627\u0644\u0648\u0635\u0648\u0644 \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a:<\/strong> <em><a href=\"https:\/\/pll.harvard.edu\/course\/cs50s-introduction-artificial-intelligence-python\" target=\"_blank\" rel=\"noopener noreferrer\" target=\"_blank\" rel=\"noreferrer noopener\">\u062f\u0648\u0631\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648 Python \u0645\u0646 \u062c\u0627\u0645\u0639\u0629 \u0647\u0627\u0631\u0641\u0627\u0631\u062f<\/a><\/em><\/p><\/blockquote>\n<p>&nbsp;<\/p>\n<h3 class=\"wp-block-heading\">4. \u0645\u0642\u062f\u0645\u0629 \u0641\u064a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u2013 \u0645\u0639\u0647\u062f \u0645\u0627\u0633\u0627\u062a\u0634\u0648\u0633\u062a\u0633 \u0644\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 (MIT)<\/h3>\n<p><strong><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-4022\" src=\"https:\/\/www.dztecs.com\/ai\/wp-content\/uploads\/sites\/2\/2025\/05\/MITs-Course-For-AI-1024x576-1-e1747115245626.webp\" alt=\"\" width=\"1024\" height=\"500\" srcset=\"https:\/\/www.dztecs.com\/ai\/wp-content\/uploads\/sites\/2\/2025\/05\/MITs-Course-For-AI-1024x576-1-e1747115245626.webp 1024w, https:\/\/www.dztecs.com\/ai\/wp-content\/uploads\/sites\/2\/2025\/05\/MITs-Course-For-AI-1024x576-1-e1747115245626-300x146.webp 300w, https:\/\/www.dztecs.com\/ai\/wp-content\/uploads\/sites\/2\/2025\/05\/MITs-Course-For-AI-1024x576-1-e1747115245626-768x375.webp 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/>\u0627\u0644\u0645\u0632\u0627\u064a\u0627<\/strong><\/p>\n<ul>\n<li>\u062a\u0631\u0643\u0632 \u0639\u0644\u0649 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 (Neural Networks) \u0628\u0634\u0643\u0644 \u0623\u0633\u0627\u0633\u064a.<\/li>\n<li>\u0645\u062d\u0627\u0636\u0631\u0627\u062a \u0645\u062a\u0639\u0645\u0642\u0629 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642.<\/li>\n<li>\u064a\u062a\u0645 \u062a\u062f\u0631\u064a\u0633\u0647\u0627 \u0645\u0646 \u0642\u0628\u0644 \u0623\u0639\u0636\u0627\u0621 \u0647\u064a\u0626\u0629 \u0627\u0644\u062a\u062f\u0631\u064a\u0633 \u0641\u064a \u0645\u0639\u0647\u062f MIT.<\/li>\n<\/ul>\n<p><strong>\u0627\u0644\u0639\u064a\u0648\u0628<\/strong><\/p>\n<ul>\n<li>\u062a\u062a\u0637\u0644\u0628 \u0645\u0639\u0631\u0641\u0629 \u0623\u0633\u0627\u0633\u064a\u0629 \u0642\u0648\u064a\u0629 \u0641\u064a \u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0627\u062a \u0648\u0639\u0644\u0648\u0645 \u0627\u0644\u062d\u0627\u0633\u0648\u0628.<\/li>\n<li>\u064a\u0632\u062f\u0627\u062f \u0627\u0644\u062a\u0639\u0642\u064a\u062f \u0641\u064a\u0647\u0627 \u0628\u0633\u0631\u0639\u0629.<\/li>\n<\/ul>\n<p><strong>\u0627\u0644\u062a\u0633\u0639\u064a\u0631<\/strong><\/p>\n<ul>\n<li>\u0645\u062a\u0627\u062d\u0629 \u0645\u062c\u0627\u0646\u064b\u0627 \u0644\u0644\u0645\u0631\u0627\u062c\u0639\u0629 (audit).<\/li>\n<\/ul>\n<p><strong>\u0627\u0644\u0645\u064a\u0632\u0627\u062a<\/strong><\/p>\n<ul>\n<li>\u0645\u0634\u0627\u0631\u064a\u0639 \u0639\u0645\u0644\u064a\u0629 \u0644\u062a\u0637\u0628\u064a\u0642 \u0645\u0641\u0627\u0647\u064a\u0645 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642.<\/li>\n<li>\u0645\u062d\u0627\u0636\u0631\u0627\u062a \u0641\u064a\u062f\u064a\u0648 \u0634\u0627\u0645\u0644\u0629.<\/li>\n<li>\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0644\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0641\u0647\u0645.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<blockquote><p><strong>\u0627\u0644\u0648\u0635\u0648\u0644 \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a:<\/strong> <em><a href=\"https:\/\/ocw.mit.edu\/courses\/6-s191-introduction-to-deep-learning-january-iap-2020\/\" target=\"_blank\" rel=\"noopener noreferrer\" target=\"_blank\" rel=\"noreferrer noopener\">\u0645\u0642\u062f\u0645\u0629 \u0645\u0639\u0647\u062f \u0645\u0627\u0633\u0627\u062a\u0634\u0648\u0633\u062a\u0633 \u0644\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0641\u064a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 (MIT)<\/a><\/em><\/p><\/blockquote>\n<p>&nbsp;<\/p>\n<h3 class=\"wp-block-heading\">5. \u062f\u0648\u0631\u0629 \u0645\u0643\u062b\u0641\u0629 \u0641\u064a \u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629 \u2013 Google<\/h3>\n<p><strong><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-4023\" src=\"https:\/\/www.dztecs.com\/ai\/wp-content\/uploads\/sites\/2\/2025\/05\/Googles-Machine-Learning-Course-1024x576-1-e1747115254706.webp\" alt=\"\" width=\"1024\" height=\"502\" srcset=\"https:\/\/www.dztecs.com\/ai\/wp-content\/uploads\/sites\/2\/2025\/05\/Googles-Machine-Learning-Course-1024x576-1-e1747115254706.webp 1024w, https:\/\/www.dztecs.com\/ai\/wp-content\/uploads\/sites\/2\/2025\/05\/Googles-Machine-Learning-Course-1024x576-1-e1747115254706-300x147.webp 300w, https:\/\/www.dztecs.com\/ai\/wp-content\/uploads\/sites\/2\/2025\/05\/Googles-Machine-Learning-Course-1024x576-1-e1747115254706-768x377.webp 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/>\u0627\u0644\u0645\u0632\u0627\u064a\u0627<\/strong><\/p>\n<ul>\n<li>\u0645\u0646\u0627\u0633\u0628\u0629 \u0644\u0644\u0645\u0628\u062a\u062f\u0626\u064a\u0646 \u0641\u064a \u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629.<\/li>\n<li>\u062a\u0648\u062c\u0647 \u0646\u062d\u0648 \u0627\u0644\u0623\u0639\u0645\u0627\u0644.<\/li>\n<li>\u062a\u062a\u0636\u0645\u0646 \u062f\u0631\u0648\u0633\u064b\u0627 \u062a\u0639\u0644\u064a\u0645\u064a\u0629 \u062d\u0648\u0644 TensorFlow.<\/li>\n<\/ul>\n<p><strong>\u0627\u0644\u0639\u064a\u0648\u0628<\/strong><\/p>\n<ul>\n<li>\u0642\u062f \u062a\u0641\u062a\u0642\u0631 \u0625\u0644\u0649 \u0627\u0644\u0639\u0645\u0642 \u0644\u0644\u0645\u062a\u0639\u0644\u0645\u064a\u0646 \u0627\u0644\u0623\u0643\u062b\u0631 \u062e\u0628\u0631\u0629 \u0641\u064a \u0645\u062c\u0627\u0644 \u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629.<\/li>\n<li>\u062a\u0631\u0643\u0632 \u0628\u0634\u0643\u0644 \u0623\u0643\u0628\u0631 \u0639\u0644\u0649 \u0623\u062f\u0648\u0627\u062a Google.<\/li>\n<\/ul>\n<p><strong>\u0627\u0644\u062a\u0633\u0639\u064a\u0631<\/strong><\/p>\n<ul>\n<li>\u0645\u062c\u0627\u0646\u064a\u0629.<\/li>\n<\/ul>\n<p><strong>\u0627\u0644\u0645\u064a\u0632\u0627\u062a<\/strong><\/p>\n<ul>\n<li>\u062a\u0645\u0627\u0631\u064a\u0646 \u062a\u0641\u0627\u0639\u0644\u064a\u0629<\/li>\n<li>\u0645\u062d\u0627\u0636\u0631\u0627\u062a \u0641\u064a\u062f\u064a\u0648<\/li>\n<li>\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629 \u0627\u0644\u062e\u064a\u0627\u0631\u0627\u062a<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<blockquote><p><strong>\u0627\u0644\u0648\u0635\u0648\u0644 \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a:<\/strong> <em><a href=\"https:\/\/developers.google.com\/machine-learning\/crash-course\" target=\"_blank\" rel=\"noopener noreferrer\" target=\"_blank\" rel=\"noreferrer noopener\">\u062f\u0648\u0631\u0629 \u0645\u0643\u062b\u0641\u0629 \u0641\u064a \u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629 \u0645\u0646 Google<\/a><\/em><\/p><\/blockquote>\n<p>&nbsp;<\/p>\n<h3 class=\"wp-block-heading\">6. \u0628\u0631\u0646\u0627\u0645\u062c Nanodegree \u0645\u0647\u0646\u062f\u0633 \u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629 \u2013 Udacity<\/h3>\n<p><strong><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-4024\" src=\"https:\/\/www.dztecs.com\/ai\/wp-content\/uploads\/sites\/2\/2025\/05\/Machine-Learning-Engineer-Nanodegree-Udaciy-Course-1024x576-1-e1747115264847.webp\" alt=\"\" width=\"1024\" height=\"500\" srcset=\"https:\/\/www.dztecs.com\/ai\/wp-content\/uploads\/sites\/2\/2025\/05\/Machine-Learning-Engineer-Nanodegree-Udaciy-Course-1024x576-1-e1747115264847.webp 1024w, https:\/\/www.dztecs.com\/ai\/wp-content\/uploads\/sites\/2\/2025\/05\/Machine-Learning-Engineer-Nanodegree-Udaciy-Course-1024x576-1-e1747115264847-300x146.webp 300w, https:\/\/www.dztecs.com\/ai\/wp-content\/uploads\/sites\/2\/2025\/05\/Machine-Learning-Engineer-Nanodegree-Udaciy-Course-1024x576-1-e1747115264847-768x375.webp 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/>\u0627\u0644\u0645\u0632\u0627\u064a\u0627<\/strong><\/p>\n<ul>\n<li>\u064a\u0631\u0643\u0632 \u0639\u0644\u0649 \u0627\u0644\u0648\u0638\u0627\u0626\u0641 \u0628\u0634\u0643\u0644 \u0623\u0633\u0627\u0633\u064a.<\/li>\n<li>\u0645\u0634\u0627\u0631\u064a\u0639 \u0648\u0627\u0642\u0639\u064a\u0629.<\/li>\n<li>\u062f\u0639\u0645 \u0645\u0646 \u0645\u0631\u0634\u062f \u0645\u062a\u062e\u0635\u0635.<\/li>\n<\/ul>\n<p><strong>\u0627\u0644\u0639\u064a\u0648\u0628<\/strong><\/p>\n<ul>\n<li>\u062a\u0643\u0644\u0641\u0629 \u0639\u0627\u0644\u064a\u0629.<\/li>\n<li>\u064a\u062a\u0637\u0644\u0628 \u0627\u0644\u062a\u0632\u0627\u0645\u064b\u0627 \u0632\u0645\u0646\u064a\u064b\u0627.<\/li>\n<\/ul>\n<p><strong>\u0627\u0644\u062a\u0633\u0639\u064a\u0631<\/strong><\/p>\n<ul>\n<li>\u0628\u0631\u0646\u0627\u0645\u062c \u0645\u062f\u0641\u0648\u0639.<\/li>\n<\/ul>\n<p><strong>\u0627\u0644\u0645\u064a\u0632\u0627\u062a<\/strong><\/p>\n<ul>\n<li>\u0645\u0631\u0627\u062c\u0639\u0629 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0645\u0646 \u0642\u0628\u0644 \u062e\u0628\u0631\u0627\u0621 \u0627\u0644\u0635\u0646\u0627\u0639\u0629<\/li>\n<li>\u062e\u062f\u0645\u0627\u062a \u0645\u0647\u0646\u064a\u0629<\/li>\n<li>\u062f\u0639\u0645 \u0641\u0646\u064a \u0645\u0646 \u0645\u0631\u0634\u062f<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<blockquote><p><strong>\u0627\u0644\u0648\u0635\u0648\u0644 \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a:<\/strong> <em><a href=\"https:\/\/www-origin-contentful-preview.udacity.com\/\" target=\"_blank\" rel=\"noopener noreferrer\" target=\"_blank\" rel=\"noreferrer noopener\">\u0628\u0631\u0646\u0627\u0645\u062c \u0634\u0647\u0627\u062f\u0629 \u0645\u0647\u0646\u062f\u0633 \u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629 \u0627\u0644\u0646\u0627\u0646\u0648\u064a\u0629 (Machine Learning Engineer Nanodegree)<\/a><\/em><\/p><\/blockquote>\n<p>&nbsp;<\/p>\n<h3 class=\"wp-block-heading\">7. \u062f\u0648\u0631\u0629 \u0627\u0644\u062a\u062e\u0635\u0635 \u0641\u064a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u2013 \u0623\u0646\u062f\u0631\u0648 \u0646\u062c\u060c Coursera (Deep Learning Specialization \u2013 Andrew Ng, Coursera)<\/h3>\n<p><strong><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-4025\" src=\"https:\/\/www.dztecs.com\/ai\/wp-content\/uploads\/sites\/2\/2025\/05\/Deep-Learning-Specialization-ML-Course-1024x576-1-e1747115280223.webp\" alt=\"\" width=\"1024\" height=\"502\" srcset=\"https:\/\/www.dztecs.com\/ai\/wp-content\/uploads\/sites\/2\/2025\/05\/Deep-Learning-Specialization-ML-Course-1024x576-1-e1747115280223.webp 1024w, https:\/\/www.dztecs.com\/ai\/wp-content\/uploads\/sites\/2\/2025\/05\/Deep-Learning-Specialization-ML-Course-1024x576-1-e1747115280223-300x147.webp 300w, https:\/\/www.dztecs.com\/ai\/wp-content\/uploads\/sites\/2\/2025\/05\/Deep-Learning-Specialization-ML-Course-1024x576-1-e1747115280223-768x377.webp 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/>\u0627\u0644\u0645\u0632\u0627\u064a\u0627<\/strong><\/p>\n<ul>\n<li>\u062a\u063a\u0637\u064a\u0629 \u0645\u0648\u0636\u0648\u0639\u0627\u062a \u0645\u062a\u0642\u062f\u0645\u0629 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642.<\/li>\n<li>\u062a\u0639\u0645\u0642 \u0641\u064a \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 (Neural Networks) \u0648\u062a\u0637\u0628\u064a\u0642\u0627\u062a\u0647\u0627.<\/li>\n<li>\u0646\u0635\u0627\u0626\u062d \u0639\u0645\u0644\u064a\u0629 \u0644\u062a\u0646\u0638\u064a\u0645 \u0648\u0625\u062f\u0627\u0631\u0629 \u0645\u0634\u0627\u0631\u064a\u0639 \u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629.<\/li>\n<\/ul>\n<p><strong>\u0627\u0644\u0639\u064a\u0648\u0628<\/strong><\/p>\n<ul>\n<li>\u062a\u062a\u0637\u0644\u0628 \u0645\u0639\u0631\u0641\u0629 \u0645\u0633\u0628\u0642\u0629 \u0628\u0645\u0641\u0627\u0647\u064a\u0645 \u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629 (ML).<\/li>\n<li>\u062a\u0643\u0627\u0644\u064a\u0641 \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0627\u0644\u0634\u0647\u0627\u062f\u0629 \u0627\u0644\u0645\u0639\u062a\u0645\u062f\u0629.<\/li>\n<\/ul>\n<p><strong>\u0627\u0644\u062a\u0633\u0639\u064a\u0631<\/strong><\/p>\n<ul>\n<li>\u0627\u0644\u0648\u0635\u0648\u0644 \u0645\u062c\u0627\u0646\u064a \u0644\u0644\u0645\u0631\u0627\u062c\u0639\u0629\u060c \u0648\u0644\u0643\u0646 \u0627\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0627\u0644\u0634\u0647\u0627\u062f\u0629 \u064a\u062a\u0637\u0644\u0628 \u062f\u0641\u0639 \u0631\u0633\u0648\u0645.<\/li>\n<\/ul>\n<p><strong>\u0627\u0644\u0645\u064a\u0632\u0627\u062a<\/strong><\/p>\n<ul>\n<li>\u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a \u0645\u062a\u062e\u0635\u0635\u0629 \u0644\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0641\u0647\u0645.<\/li>\n<li>\u0645\u0634\u0627\u0631\u064a\u0639 \u062a\u062a\u0648\u064a\u062c\u064a\u0629 (Capstone projects) \u0644\u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0645\u0639\u0631\u0641\u0629.<\/li>\n<li>\u0645\u0633\u0627\u0631\u0627\u062a \u062a\u0639\u0644\u0645 \u0645\u0646\u0638\u0645\u0629 \u0644\u062a\u062d\u0642\u064a\u0642 \u0623\u0647\u062f\u0627\u0641 \u0645\u062d\u062f\u062f\u0629 \u0641\u064a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<blockquote><p><strong>\u0627\u0644\u0648\u0635\u0648\u0644 \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a:<\/strong> <em><a href=\"https:\/\/www.coursera.org\/specializations\/deep-learning\" target=\"_blank\" rel=\"noopener noreferrer\" target=\"_blank\" rel=\"noreferrer noopener\">\u062a\u062e\u0635\u0635 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u2013 \u0639\u0628\u0631 Coursera<\/a><\/em><\/p><\/blockquote>\n<h3 class=\"wp-block-heading\">8. \u0645\u0633\u0627\u0631 \u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Python \u2013 DataCamp<\/h3>\n<p><strong><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-4026\" src=\"https:\/\/www.dztecs.com\/ai\/wp-content\/uploads\/sites\/2\/2025\/05\/Machine-Learning-and-Phyton-Track-Course-1024x576-1-e1747115289181.webp\" alt=\"\" width=\"1024\" height=\"505\" srcset=\"https:\/\/www.dztecs.com\/ai\/wp-content\/uploads\/sites\/2\/2025\/05\/Machine-Learning-and-Phyton-Track-Course-1024x576-1-e1747115289181.webp 1024w, https:\/\/www.dztecs.com\/ai\/wp-content\/uploads\/sites\/2\/2025\/05\/Machine-Learning-and-Phyton-Track-Course-1024x576-1-e1747115289181-300x148.webp 300w, https:\/\/www.dztecs.com\/ai\/wp-content\/uploads\/sites\/2\/2025\/05\/Machine-Learning-and-Phyton-Track-Course-1024x576-1-e1747115289181-768x379.webp 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/>\u0627\u0644\u0645\u0632\u0627\u064a\u0627<\/strong><\/p>\n<ul>\n<li>\u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/li>\n<li>\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0642\u0627\u0626\u0645 \u0639\u0644\u0649 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639.<\/li>\n<li>\u062a\u0645\u0627\u0631\u064a\u0646 \u062a\u0631\u0645\u064a\u0632 \u062a\u0641\u0627\u0639\u0644\u064a\u0629.<\/li>\n<\/ul>\n<p><strong>\u0627\u0644\u0639\u064a\u0648\u0628<\/strong><\/p>\n<ul>\n<li>\u0623\u0633\u0627\u0633 \u0646\u0638\u0631\u064a \u0623\u0642\u0644.<\/li>\n<li>\u0627\u0634\u062a\u0631\u0627\u0643 \u0645\u0637\u0644\u0648\u0628 \u0644\u0644\u0648\u0635\u0648\u0644 \u0627\u0644\u0643\u0627\u0645\u0644.<\/li>\n<\/ul>\n<p><strong>\u0627\u0644\u062a\u0633\u0639\u064a\u0631<\/strong><\/p>\n<ul>\n<li>\u0627\u0634\u062a\u0631\u0627\u0643 \u0645\u062f\u0641\u0648\u0639.<\/li>\n<\/ul>\n<p><strong>\u0627\u0644\u0645\u064a\u0632\u0627\u062a<\/strong><\/p>\n<ul>\n<li>\u0645\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0648\u0627\u0644\u0645\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0647\u0646\u064a\u0629<\/li>\n<li>\u0645\u0634\u0627\u0631\u064a\u0639 \u0639\u0645\u0644\u064a\u0629<\/li>\n<li>\u0645\u0644\u0627\u062d\u0638\u0627\u062a \u0641\u0648\u0631\u064a\u0629<\/li>\n<\/ul>\n<blockquote><p><strong>\u0627\u0644\u0648\u0635\u0648\u0644 \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a:<\/strong> <em><a href=\"https:\/\/www.datacamp.com\/tracks\/machine-learning-scientist-with-python\" target=\"_blank\" rel=\"noopener noreferrer\" target=\"_blank\" rel=\"noreferrer noopener\">\u0645\u0633\u0627\u0631 \u062a\u0639\u0644\u0645 Machine Learning &amp; Python<\/a><\/em><\/p><\/blockquote>\n<p>&nbsp;<\/p>\n<h3 class=\"wp-block-heading\">9. \u0634\u0647\u0627\u062f\u0629 \u0627\u062d\u062a\u0631\u0627\u0641\u064a\u0629 \u0641\u064a \u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629 \u2013 edX IBM<\/h3>\n<p><strong><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-4027\" src=\"https:\/\/www.dztecs.com\/ai\/wp-content\/uploads\/sites\/2\/2025\/05\/ML-Course-Machine-Learning-Professional-Certificate-1024x576-1-e1747115299303.webp\" alt=\"\" width=\"1024\" height=\"500\" srcset=\"https:\/\/www.dztecs.com\/ai\/wp-content\/uploads\/sites\/2\/2025\/05\/ML-Course-Machine-Learning-Professional-Certificate-1024x576-1-e1747115299303.webp 1024w, https:\/\/www.dztecs.com\/ai\/wp-content\/uploads\/sites\/2\/2025\/05\/ML-Course-Machine-Learning-Professional-Certificate-1024x576-1-e1747115299303-300x146.webp 300w, https:\/\/www.dztecs.com\/ai\/wp-content\/uploads\/sites\/2\/2025\/05\/ML-Course-Machine-Learning-Professional-Certificate-1024x576-1-e1747115299303-768x375.webp 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/>\u0627\u0644\u0645\u0632\u0627\u064a\u0627<\/strong><\/p>\n<ul>\n<li>\u0645\u0646\u0638\u0648\u0631 \u0627\u062d\u062a\u0631\u0627\u0641\u064a \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0635\u0646\u0627\u0639\u0629.<\/li>\n<li>\u064a\u063a\u0637\u064a \u0639\u0644\u0648\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629 (ML)\u060c \u0648\u0633\u064a\u0631 \u0639\u0645\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a (AI).<\/li>\n<li>\u0634\u0647\u0627\u062f\u0629 \u0645\u0646 IBM.<\/li>\n<\/ul>\n<p><strong>\u0627\u0644\u0639\u064a\u0648\u0628<\/strong><\/p>\n<ul>\n<li>\u062a\u0643\u0627\u0644\u064a\u0641 \u0627\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0627\u0644\u0634\u0647\u0627\u062f\u0629.<\/li>\n<li>\u064a\u0641\u062a\u0642\u0631 \u0625\u0644\u0649 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u063a\u064a\u0631\u0647 \u0645\u0646 \u0627\u0644\u0628\u0631\u0627\u0645\u062c.<\/li>\n<\/ul>\n<p><strong>\u0627\u0644\u062a\u0633\u0639\u064a\u0631<\/strong><\/p>\n<ul>\n<li>\u0627\u0644\u0648\u0635\u0648\u0644 \u0645\u062c\u0627\u0646\u064a \u0644\u0644\u0645\u0631\u0627\u062c\u0639\u0629\u060c \u0648\u0644\u0643\u0646 \u064a\u0644\u0632\u0645 \u062f\u0641\u0639 \u0631\u0633\u0648\u0645 \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0627\u0644\u0634\u0647\u0627\u062f\u0629.<\/li>\n<\/ul>\n<p><strong>\u0627\u0644\u0645\u064a\u0632\u0627\u062a<\/strong><\/p>\n<ul>\n<li>\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0630\u0627\u062a\u064a<\/li>\n<li>\u0634\u0647\u0627\u062f\u0629 \u0627\u062d\u062a\u0631\u0627\u0641\u064a\u0629<\/li>\n<li>\u062a\u0642\u064a\u064a\u0645\u0627\u062a \u0646\u0647\u0627\u0626\u064a\u0629<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<blockquote><p><strong>\u0627\u0644\u0648\u0635\u0648\u0644 \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a:<\/strong> <em><a href=\"https:\/\/www.edx.org\/certificates\/professional-certificate\/ibm-deep-learning\" target=\"_blank\" rel=\"noopener noreferrer\" target=\"_blank\" rel=\"noreferrer noopener\">\u0634\u0647\u0627\u062f\u0629 \u0627\u062d\u062a\u0631\u0627\u0641\u064a\u0629 \u0641\u064a \u0627\u0644\u062a\u0639\u0644\u0651\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u2013 edX IBM<\/a><\/em><\/p><\/blockquote>\n<p>&nbsp;<\/p>\n<h3 class=\"wp-block-heading\">10. \u062f\u0648\u0631\u0629 Python &amp; R \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0641\u064a \u0639\u0644\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u2013 Udemy<\/h3>\n<p><strong><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-4028\" src=\"https:\/\/www.dztecs.com\/ai\/wp-content\/uploads\/sites\/2\/2025\/05\/Udemy-ML-Course-1024x576-1-e1747115309500.webp\" alt=\"\" width=\"1024\" height=\"498\" srcset=\"https:\/\/www.dztecs.com\/ai\/wp-content\/uploads\/sites\/2\/2025\/05\/Udemy-ML-Course-1024x576-1-e1747115309500.webp 1024w, https:\/\/www.dztecs.com\/ai\/wp-content\/uploads\/sites\/2\/2025\/05\/Udemy-ML-Course-1024x576-1-e1747115309500-300x146.webp 300w, https:\/\/www.dztecs.com\/ai\/wp-content\/uploads\/sites\/2\/2025\/05\/Udemy-ML-Course-1024x576-1-e1747115309500-768x374.webp 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/>\u0627\u0644\u0645\u0632\u0627\u064a\u0627<\/strong><\/p>\n<ul>\n<li>\u062a\u063a\u0637\u064a\u0629 \u0648\u0627\u0633\u0639\u0629 \u0644\u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u062a\u0646\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u0645\u0648\u0636\u0648\u0639\u0627\u062a \u0641\u064a \u0639\u0644\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/li>\n<li>\u062a\u0637\u0628\u064a\u0642 \u0639\u0645\u0644\u064a \u0645\u0643\u062b\u0641 \u0639\u0644\u0649 \u0643\u062a\u0627\u0628\u0629 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Python \u0648 R.<\/li>\n<li>\u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0627\u0644\u062f\u0648\u0631\u0629 \u0645\u062f\u0649 \u0627\u0644\u062d\u064a\u0627\u0629 \u0628\u0645\u062c\u0631\u062f \u0634\u0631\u0627\u0626\u0647\u0627.<\/li>\n<\/ul>\n<p><strong>\u0627\u0644\u0639\u064a\u0648\u0628<\/strong><\/p>\n<ul>\n<li>\u062a\u0641\u0627\u0648\u062a \u0627\u0644\u062c\u0648\u062f\u0629 \u0628\u064a\u0646 \u0627\u0644\u0645\u0648\u0636\u0648\u0639\u0627\u062a \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629.<\/li>\n<li>\u0644\u0627 \u064a\u0648\u062c\u062f \u0634\u0647\u0627\u062f\u0629 \u0631\u0633\u0645\u064a\u0629 \u0645\u0639\u062a\u0645\u062f\u0629 \u0628\u0639\u062f \u0627\u0644\u0627\u0646\u062a\u0647\u0627\u0621 \u0645\u0646 \u0627\u0644\u062f\u0648\u0631\u0629.<\/li>\n<\/ul>\n<p><strong>\u0627\u0644\u062a\u0633\u0639\u064a\u0631<\/strong><\/p>\n<ul>\n<li>\u062f\u0641\u0639\u0629 \u0644\u0645\u0631\u0629 \u0648\u0627\u062d\u062f\u0629.<\/li>\n<\/ul>\n<p><strong>\u0627\u0644\u0645\u064a\u0632\u0627\u062a<\/strong><\/p>\n<ul>\n<li>\u0645\u0648\u0627\u0631\u062f \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0646\u0632\u064a\u0644.<\/li>\n<li>\u0641\u064a\u062f\u064a\u0648\u0647\u0627\u062a \u062d\u0633\u0628 \u0627\u0644\u0637\u0644\u0628.<\/li>\n<li>\u0642\u0633\u0645 \u0644\u0644\u0623\u0633\u0626\u0644\u0629 \u0648\u0627\u0644\u0623\u062c\u0648\u0628\u0629.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<blockquote><p><strong>\u0627\u0644\u0648\u0635\u0648\u0644 \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a:<\/strong> <em><a href=\"https:\/\/www.udemy.com\/course\/machinelearning\/\" target=\"_blank\" rel=\"noopener noreferrer\" target=\"_blank\" rel=\"noreferrer noopener\">\u062f\u0648\u0631\u0629 \u062a\u0639\u0644\u0651\u0645 \u0627\u0644\u0622\u0644\u0629 \u0645\u0646 Udemy (Udemy\u2019s Machine Learning Course)<\/a><\/em><\/p><\/blockquote>\n<p>&nbsp;<\/p>\n<h2 class=\"wp-block-heading\">\u0627\u0644\u062e\u0644\u0627\u0635\u0629<\/h2>\n<p>\u0644\u0642\u062f \u0648\u0635\u0644\u062a \u0625\u0644\u0649 \u0646\u0647\u0627\u064a\u0629 \u0627\u0644\u0642\u0627\u0626\u0645\u0629.<\/p>\n<ul>\n<li>\u0627\u0633\u062a\u0639\u0631\u0636\u0646\u0627 \u062e\u0644\u0627\u0644 \u0647\u0630\u0627 \u0627\u0644\u0645\u0642\u0627\u0644 \u0623\u0641\u0636\u0644 10 \u062f\u0648\u0631\u0627\u062a \u062a\u062f\u0631\u064a\u0628\u064a\u0629 \u0634\u0627\u0626\u0639\u0629 \u0648\u0641\u0639\u0627\u0644\u0629 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629 (AI &amp; ML).<\/li>\n<li>\u0646\u062a\u0645\u0646\u0649 \u0623\u0646 \u0646\u0643\u0648\u0646 \u0642\u062f \u0633\u0627\u0639\u062f\u0646\u0627\u0643 \u0641\u064a \u0641\u0647\u0645 \u0627\u0644\u0645\u0632\u064a\u062f \u062d\u0648\u0644 \u0647\u0630\u0647 \u0627\u0644\u062f\u0648\u0631\u0627\u062a \u0627\u0644\u062a\u062f\u0631\u064a\u0628\u064a\u0629&#8230;<\/li>\n<li>\u0648\u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u062f\u0648\u0631\u0629 \u0627\u0644\u0623\u0643\u062b\u0631 \u062c\u0627\u0630\u0628\u064a\u0629 \u0644\u0643.<\/li>\n<\/ul>\n<p>\u0646\u062a\u0645\u0646\u0649 \u0644\u0643 \u062a\u0639\u0644\u0645\u0627\u064b \u0645\u0645\u062a\u0639\u0627\u064b!<\/p>\n<p>\u062a\u0639\u0644\u0645 \u0643\u064a\u0641 \u062a\u0635\u0628\u062d \u0623\u0643\u062b\u0631 \u0625\u0646\u062a\u0627\u062c\u064a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 <a href=\"https:\/\/www.dztecs.com\/ai\/\" target=\"_blank\" rel=\"noopener noreferrer\" target=\"_blank\" rel=\"noreferrer noopener\">\u062f\u0644\u0627\u0626\u0644\u0646\u0627 \u062d\u0648\u0644 \u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.<\/a><\/p>\n<p><em>\u0634\u0643\u0631\u0627\u064b \u0644\u0642\u0631\u0627\u0621\u062a\u0643 \u0647\u0630\u0627 \u0627\u0644\u0645\u0642\u0627\u0644\u060c<\/em><\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u0645\u0642\u0627\u0644\u0629\u060c \u0633\u0646\u0639\u0631\u0636 \u0644\u0643 \u0623\u0641\u0636\u0644 10 \u062f\u0648\u0631\u0627\u062a \u062a\u062f\u0631\u064a\u0628\u064a\u0629 \u0641\u064a \u0627\u0644\u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0644\u062a\u0627\u0644\u064a\u0629: \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a (AI) \u2013 Artificial Intelligence (\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a). \u062f\u0648\u0631\u0627\u062a \u0645\u062a\u062e\u0635\u0635\u0629 \u0641\u064a \u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0627\u062a\u0647\u0627 \u0627\u0644\u0645\u062a\u0639\u062f\u062f\u0629. \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a (ML) \u2013 Machine Learning (\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a). \u0628\u0631\u0627\u0645\u062c \u062a\u062f\u0631\u064a\u0628\u064a\u0629 \u062a\u063a\u0637\u064a \u0623\u0633\u0627\u0633\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0648\u062a\u0637\u0628\u064a\u0642\u0627\u062a\u0647 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629. \u0633\u062a\u0623\u062e\u0630\u0643 \u0647\u0630\u0647 \u0627\u0644\u062f\u0648\u0631\u0627\u062a \u0627\u0644\u062a\u062f\u0631\u064a\u0628\u064a\u0629 \u0639\u0628\u0631 \u0623\u0633\u0627\u0633\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a\u060c \u0645\u0645\u0627 [&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":3,"featured_media":4021,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[14],"tags":[],"class_list":["post-4018","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u0623\u0641\u0636\u0644 10 \u062f\u0648\u0631\u0627\u062a \u0645\u064f\u062a\u0639\u0644\u0642\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629<\/title>\n<meta name=\"description\" content=\"\u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u0645\u0642\u0627\u0644\u0629\u060c \u0633\u0646\u0639\u0631\u0636 \u0644\u0643 \u0623\u0641\u0636\u0644 10 \u062f\u0648\u0631\u0627\u062a \u062a\u062f\u0631\u064a\u0628\u064a\u0629 \u0641\u064a \u0627\u0644\u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0644\u062a\u0627\u0644\u064a\u0629: \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a (AI) \u2013 Artificial Intelligence (\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a). \u062f\u0648\u0631\u0627\u062a \u0645\u062a\u062e\u0635\u0635\u0629 \u0641\u064a\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.dztecs.com\/ai\/top-10-courses-related-to-artificial-intelligence-and-machine-learning\/\" \/>\n<meta property=\"og:locale\" content=\"ar_AR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u0623\u0641\u0636\u0644 10 \u062f\u0648\u0631\u0627\u062a \u0645\u064f\u062a\u0639\u0644\u0642\u0629 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629\" \/>\n<meta property=\"og:description\" content=\"\u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u0645\u0642\u0627\u0644\u0629\u060c \u0633\u0646\u0639\u0631\u0636 \u0644\u0643 \u0623\u0641\u0636\u0644 10 \u062f\u0648\u0631\u0627\u062a \u062a\u062f\u0631\u064a\u0628\u064a\u0629 \u0641\u064a \u0627\u0644\u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0644\u062a\u0627\u0644\u064a\u0629: \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a (AI) \u2013 Artificial Intelligence (\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a). \u062f\u0648\u0631\u0627\u062a \u0645\u062a\u062e\u0635\u0635\u0629 \u0641\u064a\" \/>\n<meta property=\"og:url\" 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