{"id":2487,"date":"2025-09-09T17:16:09","date_gmt":"2025-09-09T13:16:09","guid":{"rendered":"https:\/\/alarbtech.com\/?p=2487"},"modified":"2026-01-11T11:44:48","modified_gmt":"2026-01-11T07:44:48","slug":"artificial-intelligence-specialization","status":"publish","type":"post","link":"https:\/\/alarbtech.com\/artificial-intelligence-specialization\/","title":{"rendered":"\u062a\u062e\u0635\u0635 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0646 \u0623\u0647\u0645 \u062a\u062e\u0635\u0635\u0627\u062a \u0627\u0644\u0639\u0635\u0631"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\" id=\"\u0645\u0642\u062f\u0645\u0629-\u0639\u0646-\u062a\u062e\u0635\u0635-\u0627\u0644\u0630\u0643\u0627\u0621-\u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\">\u0645\u0642\u062f\u0645\u0629 \u0639\u0646 \u062a\u062e\u0635\u0635 \u0627\u0644\u0630\u0643\u0627\u0621 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\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u0646\u062d\u0646 \u0646\u062a\u062d\u062f\u062b \u0639\u0646 \u0639\u0644\u0645 \u064a\u0631\u0643\u0632 \u0639\u0644\u0649 \u062a\u0635\u0645\u064a\u0645 \u0648\u0628\u0646\u0627\u0621 \u0623\u0646\u0638\u0645\u0629 \u062a\u0633\u062a\u0637\u064a\u0639 \u0645\u062d\u0627\u0643\u0627\u0629 \u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0627\u0644\u0628\u0634\u0631\u064a \u0648\u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a \u0628\u0634\u0643\u0644 \u0645\u0633\u062a\u0642\u0644 \u0623\u0648 \u0634\u0628\u0647 \u0645\u0633\u062a\u0642\u0644. \u0647\u0630\u0627 \u0627\u0644\u062a\u062e\u0635\u0635 \u064a\u062c\u0645\u0639 \u0628\u064a\u0646:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0639\u0644\u0648\u0645 \u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631: \u0644\u0628\u0646\u0627\u0621 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0648\u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0645\u0639\u0642\u062f\u0629.<\/li>\n\n\n\n<li>\u0627\u0644\u0625\u062d\u0635\u0627\u0621 \u0648\u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0627\u062a: \u0644\u0641\u0647\u0645 \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/li>\n\n\n\n<li>\u0639\u0644\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u062d\u0644\u064a\u0644\u0647\u0627: \u0644\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0648\u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a \u0628\u0646\u0627\u0621 \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062a\u0627\u062d\u0629.<\/li>\n\n\n\n<li>\u0639\u0644\u0648\u0645 \u0627\u0644\u0623\u0639\u0635\u0627\u0628 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629: \u0644\u0645\u062d\u0627\u0643\u0627\u0629 \u0637\u0631\u064a\u0642\u0629 \u0639\u0645\u0644 \u0627\u0644\u062f\u0645\u0627\u063a \u0627\u0644\u0628\u0634\u0631\u064a \u0641\u064a \u0627\u0644\u062a\u0639\u0644\u0645 \u0648\u0627\u0644\u062a\u0641\u0643\u064a\u0631.<\/li>\n<\/ul>\n\n\n\n<p>\u0645\u0646 \u062e\u0644\u0627\u0644 \u062f\u0631\u0627\u0633\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u064a\u0635\u0628\u062d \u0627\u0644\u0637\u0627\u0644\u0628 \u0642\u0627\u062f\u0631\u0627 \u0639\u0644\u0649 \u062a\u0635\u0645\u064a\u0645 \u0623\u0646\u0638\u0645\u0629 \u0630\u0643\u064a\u0629 \u0642\u0627\u062f\u0631\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0643\u0645\u064a\u0627\u062a \u0636\u062e\u0645\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u062d\u0644\u064a\u0644\u0647\u0627 \u0628\u0633\u0631\u0639\u0629 \u0648\u062f\u0642\u0629 \u062a\u0641\u0648\u0642 \u0642\u062f\u0631\u0629 \u0627\u0644\u0625\u0646\u0633\u0627\u0646.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u0645\u062d\u0627\u0648\u0631-\u0631\u0626\u064a\u0633\u064a\u0629-\u0641\u064a-\u062a\u062e\u0635\u0635-\u0627\u0644\u0630\u0643\u0627\u0621-\u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\">\u0645\u062d\u0627\u0648\u0631 \u0631\u0626\u064a\u0633\u064a\u0629 \u0641\u064a \u062a\u062e\u0635\u0635 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/h2>\n\n\n\n<p>\u0639\u0646\u062f \u062f\u0631\u0627\u0633\u0629 \u0647\u0630\u0627 \u0627\u0644\u062a\u062e\u0635\u0635\u060c \u0647\u0646\u0627\u0643 \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u0645\u062d\u0627\u0648\u0631 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0627\u0644\u062a\u064a \u064a\u062c\u0628 \u0639\u0644\u0649 \u0627\u0644\u0637\u0627\u0644\u0628 \u0627\u0644\u0625\u0644\u0645\u0627\u0645 \u0628\u0647\u0627 \u0628\u0634\u0643\u0644 \u0643\u0627\u0645\u0644:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"\u062a\u0639\u0644\u0645-\u0627\u0644\u0622\u0644\u0629-machine-learning\">\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629 (Machine Learning)<\/h3>\n\n\n\n<p>\u064a\u0639\u062a\u0628\u0631 \u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629 \u0627\u0644\u0631\u0643\u064a\u0632\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u0647\u0648 \u064a\u062a\u064a\u062d \u0644\u0644\u062d\u0648\u0627\u0633\u064a\u0628 \u0627\u0644\u062a\u0639\u0644\u0645 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u062d\u0633\u064a\u0646 \u0623\u062f\u0627\u0626\u0647\u0627 \u0628\u0634\u0643\u0644 \u062a\u0644\u0642\u0627\u0626\u064a. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u064a\u0645\u0643\u0646 \u0644\u0644\u0622\u0644\u0629 \u0623\u0646 \u062a\u062a\u0639\u0644\u0645 \u0643\u064a\u0641\u064a\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0623\u0648 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0627\u0644\u064a\u0629 \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0644\u062a\u062f\u062e\u0644 \u0628\u0634\u0631\u064a \u0645\u0628\u0627\u0634\u0631.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"\u0627\u0644\u0630\u0643\u0627\u0621-\u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a-\u0627\u0644\u0639\u0645\u064a\u0642-deep-learning\">\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0639\u0645\u064a\u0642 (Deep Learning)<\/h3>\n\n\n\n<p>\u0647\u0630\u0627 \u0627\u0644\u0645\u062c\u0627\u0644 \u0645\u062a\u0642\u062f\u0645 \u0636\u0645\u0646 \u0641\u0631\u0648\u0639 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u064a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u0639\u0645\u064a\u0642\u0629 \u0644\u062a\u0642\u0644\u064a\u062f \u0637\u0631\u064a\u0642\u0629 \u0639\u0645\u0644 \u0627\u0644\u062f\u0645\u0627\u063a \u0627\u0644\u0628\u0634\u0631\u064a. \u064a\u064f\u0633\u062a\u062e\u062f\u0645 \u0647\u0630\u0627 \u0627\u0644\u0623\u0633\u0644\u0648\u0628 \u0641\u064a \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062a\u0637\u0644\u0628 \u062f\u0642\u0629 \u0639\u0627\u0644\u064a\u0629 \u0645\u062b\u0644 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0648\u062c\u0647 \u0648\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u062a \u0648\u062d\u062a\u0649 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0646\u0635\u0648\u0635 \u0627\u0644\u0645\u0639\u0642\u062f\u0629.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"\u0645\u0639\u0627\u0644\u062c\u0629-\u0627\u0644\u0644\u063a\u0629-\u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629-nlp\">\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP)<\/h3>\n\n\n\n<p>\u062a\u062a\u064a\u062d \u0647\u0630\u0647 \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0644\u0644\u0622\u0644\u0627\u062a \u0641\u0647\u0645 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0628\u0634\u0631\u064a\u0629 \u0648\u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u0645\u0639\u0647\u0627 \u0628\u0634\u0643\u0644 \u0637\u0628\u064a\u0639\u064a. \u0645\u0646 \u0623\u0628\u0631\u0632 \u0623\u0645\u062b\u0644\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 NLP: \u0627\u0644\u0645\u0633\u0627\u0639\u062f\u0627\u062a \u0627\u0644\u0635\u0648\u062a\u064a\u0629 \u0645\u062b\u0644 \u0633\u064a\u0631\u064a \u0648\u0623\u0644\u064a\u0643\u0633\u0627 \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u0631\u062c\u0645\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0646\u0635\u0648\u0635 \u0627\u0644\u0643\u0628\u064a\u0631\u0629.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"\u0627\u0644\u0631\u0624\u064a\u0629-\u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629-computer-vision\">\u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629 (Computer Vision)<\/h3>\n\n\n\n<p>\u0647\u064a \u0623\u062d\u062f \u0645\u062d\u0627\u0648\u0631 \u062a\u062e\u0635\u0635 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u062d\u064a\u062b \u062a\u0639\u0645\u0644 \u0647\u0630\u0647 \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0639\u0644\u0649 \u062a\u0645\u0643\u064a\u0646 \u0627\u0644\u062d\u0627\u0633\u0648\u0628 \u0645\u0646 \u0641\u0647\u0645 \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0641\u064a\u062f\u064a\u0648\u0647\u0627\u062a \u0648\u0647\u0648 \u0645\u0627 \u064a\u0633\u062a\u062e\u062f\u0645 \u0641\u064a \u0645\u062c\u0627\u0644\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u062a\u0634\u062e\u064a\u0635 \u0627\u0644\u0637\u0628\u064a \u0639\u0628\u0631 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0634\u0639\u0627\u0639\u064a\u0629 \u0648\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0623\u0645\u0646 \u0648\u062d\u062a\u0649 \u0627\u0644\u0633\u064a\u0627\u0631\u0627\u062a \u0630\u0627\u062a\u064a\u0629 \u0627\u0644\u0642\u064a\u0627\u062f\u0629.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"\u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a-\u0627\u0644\u0630\u0643\u064a\u0629\">\u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0630\u0643\u064a\u0629<\/h3>\n\n\n\n<p>\u062a\u0631\u0643\u0632 \u0647\u0630\u0647 \u0627\u0644\u0645\u062d\u0648\u0631 \u0639\u0644\u0649 \u062a\u0635\u0645\u064a\u0645 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0642\u0627\u062f\u0631\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u0645\u0639 \u0627\u0644\u0628\u064a\u0626\u0629 \u0648\u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a \u0628\u0634\u0643\u0644 \u0645\u0633\u062a\u0642\u0644. \u0645\u062b\u0627\u0644 \u0630\u0644\u0643 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629 \u0641\u064a \u0627\u0644\u0645\u0635\u0627\u0646\u0639 \u0644\u0625\u062a\u0645\u0627\u0645 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0645\u062a\u0643\u0631\u0631\u0629 \u0623\u0648 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u062c\u0631\u0627\u062d\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u0633\u0627\u0639\u062f \u0627\u0644\u0623\u0637\u0628\u0627\u0621 \u0641\u064a \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062f\u0642\u064a\u0642\u0629.<\/p>\n\n\n\n<p>\u0648\u0644\u0644\u0631\u0627\u063a\u0628\u064a\u0646 \u0641\u064a \u062f\u0631\u0627\u0633\u0629 \u0647\u0630\u0627 \u0627\u0644\u062a\u062e\u0635\u0635 \u0623\u0643\u0627\u062f\u064a\u0645\u064a\u0627 \u0625\u0644\u064a\u0643 \u0646\u0638\u0631\u0629 \u0639\u0644\u0649 \u0627\u0644\u0645\u0648\u0627\u062f \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u062f\u0631\u0633\u0647\u0627 \u0636\u0645\u0646 \u0628\u0631\u0627\u0645\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0627\u0644\u062c\u0627\u0645\u0639\u0627\u062a.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u0645\u0627\u0630\u0627-\u0633\u0648\u0641-\u062a\u062f\u0631\u0633-\u0641\u064a-\u062a\u062e\u0635\u0635-\u0627\u0644\u0630\u0643\u0627\u0621-\u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u061f\">\u0645\u0627\u0630\u0627 \u0633\u0648\u0641 \u062a\u062f\u0631\u0633 \u0641\u064a \u062a\u062e\u0635\u0635 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u061f<\/h2>\n\n\n\n<p>\u064a\u062a\u0636\u0645\u0646 \u062a\u062e\u0635\u0635 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0632\u064a\u062c\u0627 \u0645\u0646 \u0627\u0644\u0645\u0642\u0631\u0631\u0627\u062a \u0627\u0644\u0646\u0638\u0631\u064a\u0629 \u0648\u0627\u0644\u062a\u0637\u0628\u064a\u0642\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u0647\u062f\u0641 \u0625\u0644\u0649 \u062a\u0632\u0648\u064a\u062f \u0627\u0644\u0637\u0627\u0644\u0628 \u0628\u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0627\u0644\u0644\u0627\u0632\u0645\u0629 \u0644\u0641\u0647\u0645 \u0648\u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0630\u0643\u064a\u0629. \u0641\u064a\u0645\u0627 \u064a\u0644\u064a \u0623\u0647\u0645 \u0627\u0644\u0645\u0648\u0627\u062f \u0623\u0648 \u0627\u0644\u0645\u0633\u0627\u0642\u0627\u062a \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u062f\u0631\u0633\u0647\u0627 \u062e\u0644\u0627\u0644 \u0647\u0630\u0627 \u0627\u0644\u062a\u062e\u0635\u0635:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u0645\u0642\u062f\u0645\u0629 \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/li>\n<\/ol>\n\n\n\n<p>\u062a\u063a\u0637\u064a \u0627\u0644\u0645\u0641\u0627\u0647\u064a\u0645 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u062a\u0627\u0631\u064a\u062e \u062a\u0637\u0648\u0631\u0647 \u0648\u0623\u0646\u0648\u0627\u0639\u0647 \u0648\u062a\u0637\u0628\u064a\u0642\u0627\u062a\u0647 \u0641\u064a \u0627\u0644\u062d\u064a\u0627\u0629 \u0627\u0644\u064a\u0648\u0645\u064a\u0629.<\/p>\n\n\n\n<ol start=\"2\" class=\"wp-block-list\">\n<li>\u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0648\u0639\u0644\u0648\u0645 \u0627\u0644\u062d\u0627\u0633\u0648\u0628 \u0645\u0648\u0627\u062f \u0645\u062b\u0644:<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0647\u064a\u0627\u0643\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a<\/li>\n\n\n\n<li>\u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0628\u0644\u063a\u0629 Python \u0648\u0647\u064a \u0627\u0644\u0623\u0643\u062b\u0631 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0627 \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/li>\n\n\n\n<li>\u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u0643\u0627\u0626\u0646\u064a\u0629 (Object-Oriented Programming)<\/li>\n<\/ul>\n\n\n\n<ol start=\"3\" class=\"wp-block-list\">\n<li>\u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0627\u062a \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0648\u062a\u0634\u0645\u0644:<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u062c\u0628\u0631 \u0627\u0644\u062e\u0637\u064a (Linear Algebra)<\/li>\n\n\n\n<li>\u0627\u0644\u062a\u0641\u0627\u0636\u0644 \u0648\u0627\u0644\u062a\u0643\u0627\u0645\u0644 (Calculus)<\/li>\n\n\n\n<li>\u0627\u0644\u0625\u062d\u0635\u0627\u0621 \u0648\u0627\u0644\u0627\u062d\u062a\u0645\u0627\u0644\u0627\u062a (Statistics &amp; Probability)<br>\u0647\u0630\u0647 \u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0636\u0631\u0648\u0631\u064a\u0629 \u0644\u0641\u0647\u0645 \u0643\u064a\u0641\u064a\u0629 \u0639\u0645\u0644 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a.<\/li>\n<\/ul>\n\n\n\n<ol start=\"4\" class=\"wp-block-list\">\n<li>\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629 (Machine Learning)<\/li>\n<\/ol>\n\n\n\n<p>\u064a\u062a\u0639\u0644\u0645 \u0627\u0644\u0637\u0627\u0644\u0628 \u0643\u064a\u0641\u064a\u0629 \u062a\u0635\u0645\u064a\u0645 \u0646\u0645\u0627\u0630\u062c \u062a\u062a\u0639\u0644\u0645 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u062a\u062d\u0633\u0646 \u062a\u0644\u0642\u0627\u0626\u064a\u0627 \u0645\u0639 \u0645\u0631\u0648\u0631 \u0627\u0644\u0648\u0642\u062a.<\/p>\n\n\n\n<ol start=\"5\" class=\"wp-block-list\">\n<li>\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 (Deep Learning)<\/li>\n<\/ol>\n\n\n\n<p>\u064a\u062a\u0646\u0627\u0648\u0644 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0644\u062a\u0637\u0648\u064a\u0631 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0630\u0643\u064a\u0629 \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u0623\u062f\u0627\u0621.<\/p>\n\n\n\n<ol start=\"6\" class=\"wp-block-list\">\n<li>\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP)<\/li>\n<\/ol>\n\n\n\n<p>\u064a\u062a\u0645 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0643\u064a\u0641\u064a\u0629 \u062a\u0637\u0648\u064a\u0631 \u0623\u0646\u0638\u0645\u0629 \u062a\u0641\u0647\u0645 \u0648\u062a\u062d\u0644\u0644 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0628\u0634\u0631\u064a\u0629 \u0627\u0644\u0645\u0643\u062a\u0648\u0628\u0629 \u0623\u0648 \u0627\u0644\u0645\u0646\u0637\u0648\u0642\u0629.<\/p>\n\n\n\n<ol start=\"7\" class=\"wp-block-list\">\n<li>\u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629 (Computer Vision)<\/li>\n<\/ol>\n\n\n\n<p>\u062a\u062f\u0631\u0651\u0633 \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0645\u0643\u0646 \u0627\u0644\u062d\u0627\u0633\u0648\u0628 \u0645\u0646 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0641\u064a\u062f\u064a\u0648\u0647\u0627\u062a.<\/p>\n\n\n\n<ol start=\"8\" class=\"wp-block-list\">\n<li>\u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0648\u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0630\u0643\u064a\u0629<\/li>\n<\/ol>\n\n\n\n<p>\u062a\u0634\u0645\u0644 \u062a\u0635\u0645\u064a\u0645 \u0623\u0646\u0638\u0645\u0629 \u0630\u0643\u064a\u0629 \u0642\u0627\u062f\u0631\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u0645\u0639 \u0627\u0644\u0639\u0627\u0644\u0645 \u0627\u0644\u062d\u0642\u064a\u0642\u064a.<\/p>\n\n\n\n<ol start=\"9\" class=\"wp-block-list\">\n<li>\u0623\u062e\u0644\u0627\u0642\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/li>\n<\/ol>\n\n\n\n<p>\u0645\u0627\u062f\u0629 \u062a\u0647\u062f\u0641 \u0644\u0641\u0647\u0645 \u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a \u0627\u0644\u0623\u062e\u0644\u0627\u0642\u064a\u0629 \u0627\u0644\u0645\u0631\u062a\u0628\u0637\u0629 \u0628\u062a\u0637\u0648\u064a\u0631 \u0648\u0646\u0634\u0631 \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.<\/p>\n\n\n\n<ol start=\"10\" class=\"wp-block-list\">\n<li>\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u062e\u0631\u062c \u0648\u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u064a\u0629<\/li>\n<\/ol>\n\n\n\n<p>\u0641\u064a \u0627\u0644\u0645\u0631\u0627\u062d\u0644 \u0627\u0644\u0646\u0647\u0627\u0626\u064a\u0629\u060c \u063a\u0627\u0644\u0628\u0627 \u0645\u0627 \u064a\u0637\u0644\u0628 \u0645\u0646 \u0627\u0644\u0637\u0644\u0627\u0628 \u062a\u0646\u0641\u064a\u0630 \u0645\u0634\u0631\u0648\u0639 \u062a\u0637\u0628\u064a\u0642\u064a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u0642\u0646\u064a\u0627\u062a \u062a\u062e\u0635\u0635 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u062b\u0644 \u062a\u0635\u0645\u064a\u0645 \u0631\u0648\u0628\u0648\u062a \u0630\u0643\u064a \u0623\u0648 \u0646\u0638\u0627\u0645 \u062a\u0648\u0635\u064a\u0629.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u0623\u0647\u0645-\u062a\u062e\u0635\u0635\u0627\u062a-\u0623\u0648-\u0642\u0637\u0627\u0639\u0627\u062a-\u062a\u0637\u0628\u064a\u0642-\u0627\u0644\u0630\u0643\u0627\u0621-\u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\">\u0623\u0647\u0645 \u062a\u062e\u0635\u0635\u0627\u062a \u0623\u0648 \u0642\u0637\u0627\u0639\u0627\u062a \u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/h2>\n\n\n\n<p>\u062a\u0648\u0633\u0639\u062a \u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0648\u0623\u0635\u0628\u062d\u062a \u062a\u0634\u0645\u0644 \u0645\u062c\u0645\u0648\u0639\u0629 \u0648\u0627\u0633\u0639\u0629 \u0645\u0646 \u0627\u0644\u0642\u0637\u0627\u0639\u0627\u062a \u0627\u0644\u062d\u064a\u0648\u064a\u0629:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0642\u0637\u0627\u0639 \u0627\u0644\u0635\u062d\u064a: \u062a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0645\u0633\u062a\u0634\u0641\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u062a\u0634\u062e\u064a\u0635 \u0627\u0644\u0623\u0645\u0631\u0627\u0636 \u0628\u0634\u0643\u0644 \u0623\u0633\u0631\u0639 \u0648\u0623\u062f\u0642. \u0648\u0643\u0630\u0644\u0643 \u0644\u062a\u0637\u0648\u064a\u0631 \u0623\u062f\u0648\u064a\u0629 \u062c\u062f\u064a\u062f\u0629 \u0639\u0628\u0631 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062c\u064a\u0646\u064a\u0629 \u0648\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0633\u0631\u064a\u0631\u064a\u0629.<\/li>\n\n\n\n<li>\u0627\u0644\u062a\u0639\u0644\u064a\u0645: \u062a\u0642\u062f\u0645 \u0623\u0646\u0638\u0645\u0629 \u062a\u0639\u0644\u064a\u0645\u064a\u0629 \u0630\u0643\u064a\u0629 \u0645\u062d\u062a\u0648\u0649 \u0645\u062e\u0635\u0635\u0627 \u0644\u0643\u0644 \u0637\u0627\u0644\u0628 \u0648\u0641\u0642 \u0642\u062f\u0631\u0627\u062a\u0647 \u0648\u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a\u0647 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u0633\u0647\u0645 \u0641\u064a \u0631\u0641\u0639 \u0643\u0641\u0627\u0621\u0629 \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a\u0629 \u0628\u0634\u0643\u0644 \u0645\u0644\u062d\u0648\u0638.<\/li>\n\n\n\n<li>\u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0648\u0627\u0644\u062a\u062c\u0627\u0631\u0629: \u062a\u0633\u0627\u0639\u062f \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0639\u0644\u0649 \u062a\u062d\u0644\u064a\u0644 \u0633\u0644\u0648\u0643 \u0627\u0644\u0645\u0633\u062a\u0647\u0644\u0643 \u062a\u0648\u0642\u0639 \u0627\u0644\u0645\u0628\u064a\u0639\u0627\u062a \u0648\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u0627\u0644\u062a\u0633\u0648\u064a\u0642\u064a\u0629 \u0639\u0628\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062f\u0642\u064a\u0642\u0629 \u0648\u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u064a\u0629.<\/li>\n\n\n\n<li>\u0627\u0644\u0646\u0642\u0644 \u0648\u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0644\u0648\u062c\u0633\u062a\u064a\u0629: \u0627\u0644\u0633\u064a\u0627\u0631\u0627\u062a \u0630\u0627\u062a\u064a\u0629 \u0627\u0644\u0642\u064a\u0627\u062f\u0629 \u0648\u062a\u062d\u0633\u064a\u0646 \u062d\u0631\u0643\u0629 \u0627\u0644\u0645\u0631\u0648\u0631 \u0648\u0627\u0644\u062a\u0648\u0632\u064a\u0639 \u0627\u0644\u0644\u0648\u062c\u0633\u062a\u064a \u062a\u0639\u062a\u0645\u062f \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0639\u0644\u0649 \u062a\u062e\u0635\u064a\u0635\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u0623\u062e\u0637\u0627\u0621 \u0648\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0643\u0641\u0627\u0621\u0629.<\/li>\n\n\n\n<li>\u0627\u0644\u0623\u0645\u0646 \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a: \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0636\u062e\u0645\u0629 \u0644\u0631\u0635\u062f \u0627\u0644\u0647\u062c\u0645\u0627\u062a \u0648\u0627\u0644\u062a\u0647\u062f\u064a\u062f\u0627\u062a \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629 \u0648\u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639\u0647\u0627 \u0628\u0633\u0631\u0639\u0629 \u0648\u062f\u0642\u0629 \u0639\u0627\u0644\u064a\u0629.<\/li>\n\n\n\n<li>\u0627\u0644\u0641\u0646\u0648\u0646 \u0648\u0627\u0644\u0625\u0628\u062f\u0627\u0639: \u0625\u0646\u062a\u0627\u062c \u0645\u0648\u0633\u064a\u0642\u0649 \u0623\u0648 \u0644\u0648\u062d\u0627\u062a \u0641\u0646\u064a\u0629 \u0648\u0643\u062a\u0627\u0628\u0629 \u0646\u0635\u0648\u0635 \u0623\u0648 \u0642\u0635\u0635 \u0642\u0635\u064a\u0631\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u0628\u062a\u0643\u0631\u0629.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u0644\u0645\u0627\u0630\u0627-\u062a\u062e\u0635\u0635-\u0627\u0644\u0630\u0643\u0627\u0621-\u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a-\u0645\u0646-\u0623\u0647\u0645-\u0627\u0644\u062a\u062e\u0635\u0635\u0627\u062a\u061f\">\u0644\u0645\u0627\u0630\u0627 \u062a\u062e\u0635\u0635 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0646 \u0623\u0647\u0645 \u0627\u0644\u062a\u062e\u0635\u0635\u0627\u062a\u061f<\/h2>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1200\" height=\"675\" src=\"https:\/\/alarbtech.com\/wp-content\/uploads\/\u062a\u062e\u0635\u0635-\u0627\u0644\u0630\u0643\u0627\u0621-\u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a-\u0645\u0646-\u0623\u0647\u0645-\u0627\u0644\u062a\u062e\u0635\u0635\u0627\u062a.webp\" alt=\"\u0631\u0633\u0645 \u062a\u0648\u0636\u064a\u062d\u064a\u064b \u064a\u0638\u0647\u0631 \u0623\u0647\u0645\u064a\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0628\u0647 \u0635\u0648\u0631\u0627 \u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0648\u0623\u062f\u0645\u063a\u0629 \u0631\u0642\u0645\u064a\u0629 \u0648\u0634\u0628\u0643\u0627\u062a \u0639\u0635\u0628\u064a\u0629 \u0648\u0628\u0634\u0631 \u064a\u062a\u0641\u0627\u0639\u0644\u0648\u0646 \u0645\u0639 \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0630\u0643\u064a\u0629.\" class=\"wp-image-2496\" srcset=\"https:\/\/alarbtech.com\/wp-content\/uploads\/\u062a\u062e\u0635\u0635-\u0627\u0644\u0630\u0643\u0627\u0621-\u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a-\u0645\u0646-\u0623\u0647\u0645-\u0627\u0644\u062a\u062e\u0635\u0635\u0627\u062a.webp 1200w, https:\/\/alarbtech.com\/wp-content\/uploads\/\u062a\u062e\u0635\u0635-\u0627\u0644\u0630\u0643\u0627\u0621-\u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a-\u0645\u0646-\u0623\u0647\u0645-\u0627\u0644\u062a\u062e\u0635\u0635\u0627\u062a-600x338.webp 600w, https:\/\/alarbtech.com\/wp-content\/uploads\/\u062a\u062e\u0635\u0635-\u0627\u0644\u0630\u0643\u0627\u0621-\u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a-\u0645\u0646-\u0623\u0647\u0645-\u0627\u0644\u062a\u062e\u0635\u0635\u0627\u062a-1024x576.webp 1024w, https:\/\/alarbtech.com\/wp-content\/uploads\/\u062a\u062e\u0635\u0635-\u0627\u0644\u0630\u0643\u0627\u0621-\u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a-\u0645\u0646-\u0623\u0647\u0645-\u0627\u0644\u062a\u062e\u0635\u0635\u0627\u062a-768x432.webp 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n\n\n\n<p>\u0623\u0635\u0628\u062d \u0647\u0630\u0627 \u0627\u0644\u062a\u062e\u0635\u0635 <a href=\"https:\/\/csuglobal.edu\/blog\/why-ai-important\" target=\"_blank\" data-type=\"link\" data-id=\"https:\/\/csuglobal.edu\/blog\/why-ai-important\" rel=\"noreferrer noopener\">\u0645\u062d\u0648\u0631 \u0627\u0647\u062a\u0645\u0627\u0645 \u0639\u0627\u0644\u0645\u064a<\/a> \u0648\u0644\u0623\u0633\u0628\u0627\u0628 \u0648\u0627\u0636\u062d\u0629:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u062b\u0648\u0631\u0629 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0627\u0644\u0631\u0627\u0628\u0639\u0629: \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u064a\u0645\u062b\u0644 \u0642\u0644\u0628 \u0647\u0630\u0647 \u0627\u0644\u062b\u0648\u0631\u0629 \u062d\u064a\u062b \u064a\u062c\u0645\u0639 \u0628\u064a\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0636\u062e\u0645\u0629 \u0648\u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0623\u0634\u064a\u0627\u0621 \u0648\u0627\u0644\u0623\u062a\u0645\u062a\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u0644\u062a\u063a\u064a\u064a\u0631 \u0637\u0631\u064a\u0642\u0629 \u0639\u0645\u0644 \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0648\u0627\u0644\u0645\u062c\u062a\u0645\u0639\u0627\u062a.<\/li>\n\n\n\n<li>\u062a\u062d\u0633\u064a\u0646 \u062c\u0648\u062f\u0629 \u0627\u0644\u062d\u064a\u0627\u0629: \u064a\u0633\u0627\u0639\u062f \u0641\u064a \u062a\u0642\u062f\u064a\u0645 \u062d\u0644\u0648\u0644 \u0630\u0643\u064a\u0629 \u0644\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0629 \u0648\u0627\u0644\u0646\u0642\u0644 \u0648\u0627\u0644\u062a\u0639\u0644\u064a\u0645 \u0648\u062e\u062f\u0645\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629 \u0645\u0645\u0627 \u064a\u062c\u0639\u0644 \u0627\u0644\u062d\u064a\u0627\u0629 \u0627\u0644\u064a\u0648\u0645\u064a\u0629 \u0623\u0643\u062b\u0631 \u0633\u0647\u0648\u0644\u0629 \u0648\u0631\u0627\u062d\u0629.<\/li>\n\n\n\n<li>\u0641\u0631\u0635 \u0627\u0642\u062a\u0635\u0627\u062f\u064a\u0629 \u0636\u062e\u0645\u0629: \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0639\u0627\u0644\u0645\u064a\u0629 \u062a\u0633\u062a\u062b\u0645\u0631 \u0645\u0644\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u062f\u0648\u0644\u0627\u0631\u0627\u062a \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u062a\u0637\u0648\u064a\u0631 \u0645\u0646\u062a\u062c\u0627\u062a \u0648\u062e\u062f\u0645\u0627\u062a \u062c\u062f\u064a\u062f\u0629 \u062a\u062f\u0631 \u0623\u0631\u0628\u0627\u062d\u0627 \u0639\u0627\u0644\u064a\u0629.<\/li>\n\n\n\n<li>\u062d\u0644\u0648\u0644 \u0644\u0644\u062a\u062d\u062f\u064a\u0627\u062a \u0627\u0644\u0639\u0627\u0644\u0645\u064a\u0629: \u0645\u0646 \u0645\u0648\u0627\u062c\u0647\u0629 \u0627\u0644\u0623\u0648\u0628\u0626\u0629 \u0625\u0644\u0649 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u062a\u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u0627\u062e \u0648\u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0630\u0643\u064a\u0629 \u062a\u0648\u0641\u0631 \u0623\u062f\u0648\u0627\u062a \u0641\u0639\u0627\u0644\u0629 \u0648\u0633\u0631\u064a\u0639\u0629 \u0644\u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a-\u0627\u0644\u062a\u064a-\u062a\u0648\u0627\u062c\u0647-\u0627\u0644\u0645\u062a\u062e\u0635\u0635\u064a\u0646-\u0641\u064a-\u0627\u0644\u0630\u0643\u0627\u0621-\u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\">\u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0648\u0627\u062c\u0647 \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u064a\u0646 \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/h2>\n\n\n\n<p>\u0631\u063a\u0645 \u0627\u0644\u0641\u0631\u0635 \u0627\u0644\u0643\u0628\u064a\u0631\u0629\u060c \u0625\u0644\u0627 \u0623\u0646 \u0627\u0644\u0645\u062c\u0627\u0644 \u064a\u0648\u0627\u062c\u0647 \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u062a\u062d\u064a\u0632 \u0641\u064a \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a: \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0624\u062f\u064a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u062a\u0648\u0627\u0632\u0646\u0629 \u0625\u0644\u0649 \u0646\u062a\u0627\u0626\u062c \u063a\u064a\u0631 \u0639\u0627\u062f\u0644\u0629.<\/li>\n\n\n\n<li>\u0642\u0636\u0627\u064a\u0627 \u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629 \u0648\u0627\u0644\u0623\u0645\u0627\u0646: \u062e\u0635\u0648\u0635\u064b\u0627 \u0641\u064a \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0648\u062c\u0647 \u0623\u0648 \u0627\u0644\u062a\u062a\u0628\u0639.<\/li>\n\n\n\n<li>\u0627\u0644\u062a\u0639\u0642\u064a\u062f \u0627\u0644\u062a\u0642\u0646\u064a: \u0635\u0639\u0648\u0628\u0629 \u0641\u064a \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0636\u062e\u0645\u0629 \u0623\u0648 \u062a\u0637\u0648\u064a\u0631 \u0646\u0645\u0627\u0630\u062c \u062f\u0642\u064a\u0642\u0629.<\/li>\n\n\n\n<li>\u0627\u0644\u0627\u0628\u062a\u0643\u0627\u0631 \u0627\u0644\u0633\u0631\u064a\u0639: \u0627\u0644\u062d\u0627\u062c\u0629 \u0644\u0645\u0648\u0627\u0643\u0628\u0629 \u0627\u0644\u062a\u0637\u0648\u0631\u0627\u062a \u0627\u0644\u0645\u062a\u0633\u0627\u0631\u0639\u0629 \u0628\u0627\u0633\u062a\u0645\u0631\u0627\u0631.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a-\u0627\u0644\u0645\u0637\u0644\u0648\u0628\u0629-\u0644\u062f\u0631\u0627\u0633\u0629-\u0627\u0644\u0630\u0643\u0627\u0621-\u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\">\u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0637\u0644\u0648\u0628\u0629 \u0644\u062f\u0631\u0627\u0633\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/h2>\n\n\n\n<p>\u0644\u0643\u064a \u062a\u0646\u062c\u062d \u0641\u064a \u062f\u0631\u0627\u0633\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u060c \u064a\u062c\u0628 \u0639\u0644\u064a\u0643 \u062a\u0637\u0648\u064a\u0631 \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629: \u0625\u062a\u0642\u0627\u0646 \u0644\u063a\u0627\u062a \u0645\u062b\u0644 Python \u0648Java \u0648R \u0644\u0623\u0646 \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0647\u064a \u0623\u062f\u0627\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0639\u0645\u0644\u064a \u0644\u0643\u0644 \u0627\u0644\u0645\u0641\u0627\u0647\u064a\u0645 \u0627\u0644\u0646\u0638\u0631\u064a\u0629.<\/li>\n\n\n\n<li>\u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0627\u062a \u0648\u0627\u0644\u0625\u062d\u0635\u0627\u0621: \u0641\u0647\u0645 \u0627\u0644\u0627\u062d\u062a\u0645\u0627\u0644\u0627\u062a \u0648\u0627\u0644\u062c\u0628\u0631 \u0627\u0644\u062e\u0637\u064a \u0648\u0627\u0644\u062a\u0641\u0627\u0636\u0644 \u0648\u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0623\u0645\u0631 \u0636\u0631\u0648\u0631\u064a \u0644\u0628\u0646\u0627\u0621 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u064a\u0629.<\/li>\n\n\n\n<li>\u0627\u0644\u062a\u0641\u0643\u064a\u0631 \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u064a \u0648\u062d\u0644 \u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a: \u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0643\u0645\u064a\u0627\u062a \u0636\u062e\u0645\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0648\u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u062a\u062d\u0644\u064a\u0644.<\/li>\n\n\n\n<li>\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0645\u0633\u062a\u0645\u0631: \u0627\u0644\u0645\u062c\u0627\u0644 \u064a\u062a\u0637\u0648\u0631 \u0628\u0633\u0631\u0639\u0629\u060c \u0644\u0630\u0627 \u064a\u062c\u0628 \u0645\u062a\u0627\u0628\u0639\u0629 \u0643\u0644 \u0645\u0627 \u0647\u0648 \u062c\u062f\u064a\u062f \u0645\u0646 \u0623\u0628\u062d\u0627\u062b \u0648\u062a\u062d\u062f\u064a\u062b\u0627\u062a \u0641\u064a <a href=\"https:\/\/alarbtech.com\/artificial-intelligence-fields\/\" target=\"_blank\" data-type=\"link\" data-id=\"https:\/\/alarbtech.com\/artificial-intelligence-fields\/\" rel=\"noreferrer noopener\">\u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/a> \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629.<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u0641\u0631\u0635-\u0627\u0644\u0639\u0645\u0644-\u0641\u064a-\u0645\u062c\u0627\u0644-\u0627\u0644\u0630\u0643\u0627\u0621-\u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\">\u0641\u0631\u0635 \u0627\u0644\u0639\u0645\u0644 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/h2>\n\n\n\n<p>\u064a\u0639\u062f \u0633\u0648\u0642 \u0627\u0644\u0639\u0645\u0644 \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u062a\u062e\u0635\u0635 \u0645\u0646 \u0623\u0633\u0631\u0639 \u0627\u0644\u0623\u0633\u0648\u0627\u0642 \u0646\u0645\u0648\u0627\u060c \u0648\u064a\u062a\u064a\u062d \u0641\u0631\u0635 \u0645\u062a\u0646\u0648\u0639\u0629:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0639\u0627\u0644\u0645 \u0628\u064a\u0627\u0646\u0627\u062a (Data Scientist): \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0636\u062e\u0645\u0629 \u0648\u0627\u0633\u062a\u062e\u0644\u0627\u0635 \u0623\u0646\u0645\u0627\u0637 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0646\u0641\u064a\u0630.<\/li>\n\n\n\n<li>\u0645\u0647\u0646\u062f\u0633 \u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u0629 (Machine Learning Engineer): \u062a\u0635\u0645\u064a\u0645 \u0648\u062a\u0637\u0648\u064a\u0631 \u0646\u0645\u0627\u0630\u062c \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u062a\u0642\u062f\u0645\u0629.<\/li>\n\n\n\n<li>\u0645\u0637\u0648\u0631 \u0623\u0646\u0638\u0645\u0629 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a (AI Developer): \u0628\u0646\u0627\u0621 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0641\u0631\u0648\u0639 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629.<\/li>\n\n\n\n<li>\u0645\u0647\u0646\u062f\u0633 \u0631\u0648\u0628\u0648\u062a\u0627\u062a (Robotics Engineer): \u062a\u0635\u0645\u064a\u0645 \u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0642\u0627\u062f\u0631\u0629 \u0639\u0644\u0649 \u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0645\u0639\u0642\u062f\u0629.<\/li>\n\n\n\n<li>\u062e\u0628\u064a\u0631 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP Specialist): \u062a\u0637\u0648\u064a\u0631 \u0623\u0646\u0638\u0645\u0629 \u0644\u0641\u0647\u0645 \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0628\u0634\u0631\u064a\u0629.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u0645\u0632\u0627\u064a\u0627-\u062a\u062e\u0635\u0635-\u0627\u0644\u0630\u0643\u0627\u0621-\u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\">\u0645\u0632\u0627\u064a\u0627 \u062a\u062e\u0635\u0635 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0637\u0644\u0628 \u0639\u0627\u0644\u0645\u064a \u0645\u062a\u0632\u0627\u064a\u062f: \u062c\u0645\u064a\u0639 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0648\u0627\u0644\u0635\u063a\u064a\u0631\u0629 \u062a\u0628\u062d\u062b \u0639\u0646 \u062e\u0628\u0631\u0627\u0621 \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u062c\u0627\u0644.<\/li>\n\n\n\n<li>\u0631\u0648\u0627\u062a\u0628 \u0639\u0627\u0644\u064a\u0629: \u0646\u0638\u0631\u0627 \u0644\u0642\u0644\u0629 \u0627\u0644\u062e\u0628\u0631\u0629 \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u0629 \u0648\u0627\u0644\u0637\u0644\u0628 \u0627\u0644\u0643\u0628\u064a\u0631 \u064a\u0639\u062f \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0646 \u0627\u0644\u062a\u062e\u0635\u0635\u0627\u062a \u0627\u0644\u0623\u0639\u0644\u0649 \u062f\u062e\u0644\u0627.<\/li>\n\n\n\n<li>\u062a\u0646\u0648\u0639 \u0627\u0644\u0645\u062c\u0627\u0644\u0627\u062a: \u064a\u0645\u0643\u0646 \u0627\u0644\u0639\u0645\u0644 \u0641\u064a \u0627\u0644\u0637\u0628 \u0648\u0627\u0644\u062a\u0639\u0644\u064a\u0645 \u0648\u0627\u0644\u0635\u0646\u0627\u0639\u0629 \u0648\u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0648\u062d\u062a\u0649 \u0627\u0644\u0641\u0646 \u0648\u0627\u0644\u0625\u0628\u062f\u0627\u0639.<\/li>\n\n\n\n<li>\u0627\u0644\u062a\u0623\u062b\u064a\u0631 \u0627\u0644\u0645\u062c\u062a\u0645\u0639\u064a: \u0627\u0644\u0645\u0633\u0627\u0647\u0645\u0629 \u0641\u064a \u062a\u0637\u0648\u064a\u0631 \u062d\u0644\u0648\u0644 \u062d\u0642\u064a\u0642\u064a\u0629 \u0644\u0644\u0645\u0634\u0627\u0643\u0644 \u0627\u0644\u064a\u0648\u0645\u064a\u0629 \u0648\u0627\u0644\u0639\u0627\u0644\u0645\u064a\u0629.<\/li>\n\n\n\n<li>\u0627\u0644\u0625\u0628\u062f\u0627\u0639 \u0648\u0627\u0644\u0627\u0628\u062a\u0643\u0627\u0631: \u0627\u0644\u0645\u062c\u0627\u0644 \u0645\u0641\u062a\u0648\u062d \u0644\u0644\u0627\u0628\u062a\u0643\u0627\u0631 \u0648\u0627\u0644\u062a\u062c\u0631\u064a\u0628 \u0648\u064a\u062a\u064a\u062d \u0641\u0631\u0635\u0629 \u0644\u0628\u0646\u0627\u0621 \u0645\u0634\u0627\u0631\u064a\u0639 \u0641\u0631\u064a\u062f\u0629.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u062e\u0627\u062a\u0645\u0629\">\u062e\u0627\u062a\u0645\u0629<\/h2>\n\n\n\n<p>\u062a\u062e\u0635\u0635 <a href=\"https:\/\/alarbtech.com\/artificial-intelligence-guide\/\" target=\"_blank\" data-type=\"link\" data-id=\"https:\/\/alarbtech.com\/artificial-intelligence-guide\/\" rel=\"noreferrer noopener\">\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/a> \u0644\u0645 \u064a\u0639\u062f \u0645\u062c\u0631\u062f \u062e\u064a\u0627\u0631 \u0623\u0643\u0627\u062f\u064a\u0645\u064a \u0628\u0644 \u0647\u0648 \u0644\u063a\u0629 \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644 \u0627\u0644\u062a\u064a \u0633\u062a\u0634\u0643\u0644 \u0627\u0644\u0639\u0627\u0644\u0645 \u0644\u0639\u0642\u0648\u062f \u0642\u0627\u062f\u0645\u0629. \u062f\u0631\u0627\u0633\u0629 \u0647\u0630\u0627 \u0627\u0644\u062a\u062e\u0635\u0635 \u062a\u0645\u0646\u062d\u0643 \u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u0641\u0647\u0645 \u0648\u062a\u0637\u0628\u064a\u0642 \u0623\u062d\u062f\u062b \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0648\u0627\u0644\u0645\u0633\u0627\u0647\u0645\u0629 \u0641\u064a \u062d\u0644 \u0645\u0634\u0627\u0643\u0644 \u0645\u0639\u0642\u062f\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u062f\u0648\u0627\u062a \u0630\u0643\u064a\u0629. \u0644\u0645\u0646 \u064a\u0631\u063a\u0628 \u0641\u064a \u0623\u0646 \u064a\u0643\u0648\u0646 \u062c\u0632\u0621\u0627 \u0645\u0646 \u0635\u0646\u0627\u0639\u0629 \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644 \u0641\u0625\u0646 \u0627\u0633\u062a\u062b\u0645\u0627\u0631 \u0627\u0644\u0648\u0642\u062a \u0648\u0627\u0644\u062c\u0647\u062f \u0641\u064a \u062f\u0631\u0627\u0633\u0629 \u0647\u0630\u0627 \u0627\u0644\u0645\u062c\u0627\u0644 \u0647\u0648 \u0627\u0633\u062a\u062b\u0645\u0627\u0631 \u0641\u064a \u0645\u0633\u062a\u0642\u0628\u0644 \u0648\u0627\u0639\u062f \u0645\u0644\u064a\u0621 \u0628\u0627\u0644\u0641\u0631\u0635 \u0648\u0627\u0644\u0625\u0645\u0643\u0627\u0646\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u0627\u0644\u0623\u0633\u0626\u0644\u0629-\u0627\u0644\u0634\u0627\u0626\u0639\u0629-\u062d\u0648\u0644-\u062a\u062e\u0635\u064a\u0635-\u0627\u0644\u0630\u0643\u0627\u0621-\u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\">\u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0634\u0627\u0626\u0639\u0629 \u062d\u0648\u0644 \u062a\u062e\u0635\u064a\u0635 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/h2>\n\n\n<div id=\"rank-math-faq\" class=\"rank-math-block\">\n<div class=\"rank-math-list \">\n<div id=\"faq-question-1757390181759\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \">\u0645\u0627 \u0627\u0644\u0641\u0631\u0642 \u0628\u064a\u0646 \u062a\u062e\u0635\u0635 \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\u061f<\/h3>\n<div class=\"rank-math-answer \">\n\n<p>\u064a\u0631\u0643\u0632 \u062a\u062e\u0635\u0635 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 \u062a\u0635\u0645\u064a\u0645 \u0623\u0646\u0638\u0645\u0629 \u0630\u0643\u064a\u0629 \u062a\u0645\u062a\u0644\u0643 \u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0639\u0644\u0645 \u0648\u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a\u060c \u0628\u064a\u0646\u0645\u0627 \u064a\u0647\u062a\u0645 \u0639\u0644\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u062c\u0645\u0639 \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0648\u0627\u0644\u0631\u0624\u0649 \u0627\u0644\u0642\u064a\u0645\u0629\u060c \u0645\u0639 \u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062a\u062d\u0644\u064a\u0644.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1757390281805\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \">\u0647\u0644 \u064a\u062d\u062a\u0627\u062c \u062f\u0631\u0627\u0633\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0625\u0644\u0649 \u062e\u0644\u0641\u064a\u0629 \u0641\u064a \u0627\u0644\u0628\u0631\u0645\u062c\u0629\u061f<\/h3>\n<div class=\"rank-math-answer \">\n\n<p>\u0646\u0639\u0645\u060c \u0641\u0647\u0645 \u0623\u0633\u0627\u0633\u064a\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0645\u0647\u0645 \u0644\u0643\u0646\u0647 \u0644\u064a\u0633 \u0634\u0631\u0637\u0627 \u0623\u0633\u0627\u0633\u064a\u0627 \u0641\u064a \u0627\u0644\u0628\u062f\u0627\u064a\u0629. \u064a\u0645\u0643\u0646 \u0644\u0644\u0637\u0644\u0627\u0628 \u062a\u0639\u0644\u0645 \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0628\u0627\u0644\u062a\u0648\u0627\u0632\u064a \u0645\u0639 \u062f\u0631\u0627\u0633\u0629 \u0627\u0644\u0645\u0641\u0627\u0647\u064a\u0645 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1757390362740\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \">\u0647\u0644 \u064a\u0645\u0643\u0646 \u062f\u0631\u0627\u0633\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0628\u0631 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0630\u0627\u062a\u064a\u061f<\/h3>\n<div class=\"rank-math-answer \">\n\n<p>\u0646\u0639\u0645\u060c \u0647\u0646\u0627\u0643 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0648\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 \u0645\u062b\u0644 Coursera \u0648edX \u0648Udacity \u0627\u0644\u062a\u064a \u062a\u0642\u062f\u0645 \u0628\u0631\u0627\u0645\u062c \u0643\u0627\u0645\u0644\u0629 \u0644\u062a\u0639\u0644\u0645 \u0641\u0631\u0648\u0639 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u064a\u0645\u0643\u0646 \u062f\u0645\u062c\u0647\u0627 \u0645\u0639 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0644\u0628\u0646\u0627\u0621 \u062e\u0628\u0631\u0629 \u062d\u0642\u064a\u0642\u064a\u0629.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1757392796190\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \">\u0645\u0627 \u0647\u064a \u0623\u0643\u062b\u0631 \u0644\u063a\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u064b\u0627 \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u061f<\/h3>\n<div class=\"rank-math-answer \">\n\n<p>Python: \u0627\u0644\u0623\u0643\u062b\u0631 \u0634\u064a\u0648\u0639\u0627 \u0628\u0633\u0628\u0628 \u0645\u0643\u062a\u0628\u0627\u062a\u0647\u0627 \u0627\u0644\u063a\u0646\u064a\u0629 \u0645\u062b\u0644 TensorFlow \u0648PyTorch.<br \/>R: \u062e\u0627\u0635\u0629 \u0641\u064a \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a \u0648\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<br \/>Java \u0648C++: \u062a\u0633\u062a\u062e\u062f\u0645 \u0641\u064a \u0628\u0639\u0636 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0648\u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629.<\/p>\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>\u0645\u0642\u062f\u0645\u0629 \u0639\u0646 \u062a\u062e\u0635\u0635 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u062a\u062e\u0635\u0635 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0623\u0635\u0628\u062d \u0627\u0644\u064a\u0648\u0645 \u0648\u0627\u062d\u062f\u0627 \u0645\u0646 \u0623\u0643\u062b\u0631 \u0627\u0644\u062a\u062e\u0635\u0635\u0627\u062a \u0627\u0644\u062d\u064a\u0648\u064a\u0629 \u0648\u0627\u0644\u0636\u0631\u0648\u0631\u064a\u0629 \u0641\u064a \u0639\u0627\u0644\u0645\u0646\u0627 \u0627\u0644\u0645\u0639\u0627\u0635\u0631. \u0648\u064a\u0645\u062a\u062f [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":2494,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_uag_custom_page_level_css":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"disabled","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center 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