{"id":3645,"date":"2025-11-03T09:05:42","date_gmt":"2025-11-03T05:05:42","guid":{"rendered":"https:\/\/alarbtech.com\/?p=3645"},"modified":"2026-01-11T14:09:44","modified_gmt":"2026-01-11T10:09:44","slug":"artificial-intelligence-algorithms","status":"publish","type":"post","link":"https:\/\/alarbtech.com\/artificial-intelligence-algorithms\/","title":{"rendered":"\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a &#8211; \u062f\u0644\u064a\u0644 2025 \u0645\u0646 \u0627\u0644\u0639\u0631\u0628 \u062a\u0643"},"content":{"rendered":"\n<p>\u0635\u062f\u064a\u0642\u064a\u060c \u062a\u0639\u062f \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0639\u0645\u0648\u062f \u0627\u0644\u0641\u0642\u0631\u064a \u0644\u062a\u062d\u0648\u064a\u0644 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src=\"https:\/\/alarbtech.com\/wp-content\/uploads\/\u0645\u0627\u0647\u064a-\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a-\u0627\u0644\u0630\u0643\u0627\u0621-\u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.webp\" alt=\"\u0635\u0648\u0631\u0629 \u062a\u0648\u0636\u062d \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 \u0634\u0643\u0644 \u062f\u0645\u0627\u063a \u0631\u0642\u0645\u064a \u064a\u0631\u0645\u0632 \u0625\u0644\u0649 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0648\u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629.\" class=\"wp-image-3658\" srcset=\"https:\/\/alarbtech.com\/wp-content\/uploads\/\u0645\u0627\u0647\u064a-\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a-\u0627\u0644\u0630\u0643\u0627\u0621-\u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.webp 1200w, 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\u0645\u0628\u0627\u0634\u0631.<\/p>\n\n\n\n<p>\u062a\u0639\u062a\u0645\u062f \u0647\u0630\u0647 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0639\u0644\u0649 \u0645\u0628\u0627\u062f\u0626 \u0631\u064a\u0627\u0636\u064a\u0629 \u0645\u0639\u0642\u062f\u0629 \u0645\u0646 \u0627\u0644\u0625\u062d\u0635\u0627\u0621 \u0648\u0627\u0644\u062c\u0628\u0631 \u0627\u0644\u062e\u0637\u064a \u0648\u0646\u0638\u0631\u064a\u0629 \u0627\u0644\u0627\u062d\u062a\u0645\u0627\u0644\u0627\u062a. \u0648\u0644\u0643\u0646\u0647\u0627 \u0645\u0635\u0645\u0645\u0629 \u0628\u0637\u0631\u064a\u0642\u0629 \u062a\u062c\u0639\u0644\u0647\u0627 \u0642\u0627\u062f\u0631\u0629 \u0639\u0644\u0649 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0627\u0644\u062a\u064a \u064a\u0635\u0639\u0628 \u0639\u0644\u0649 \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629 \u062d\u0644\u0647\u0627. \u0645\u062b\u0644 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0648\u062c\u0648\u0647 \u0623\u0648 \u0641\u0647\u0645 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u0643\u064a\u0641-\u062a\u0639\u0645\u0644-\u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a-\u0641\u064a-\u0627\u0644\u0630\u0643\u0627\u0621-\u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u061f\">\u0643\u064a\u0641 \u062a\u0639\u0645\u0644 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u061f<\/h2>\n\n\n\n<p>\u062a\u0639\u0645\u0644 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0646 \u062e\u0644\u0627\u0644 \u0633\u0644\u0633\u0644\u0629 \u0645\u0646 \u0627\u0644\u0645\u0631\u0627\u062d\u0644 \u0627\u0644\u0645\u062a\u0631\u0627\u0628\u0637\u0629 \u0627\u0644\u062a\u064a \u062a\u062d\u0648\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062e\u0627\u0645 \u0625\u0644\u0649 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0642\u064a\u0645\u0629 \u0648\u0642\u0631\u0627\u0631\u0627\u062a \u0630\u0643\u064a\u0629:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"\u0645\u0631\u062d\u0644\u0629-\u062c\u0645\u0639-\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\">\u0645\u0631\u062d\u0644\u0629 \u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/h3>\n\n\n\n<p>\u062a\u0628\u062f\u0623 \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0628\u062c\u0645\u0639 \u0643\u0645\u064a\u0627\u062a \u0636\u062e\u0645\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0630\u0627\u062a \u0627\u0644\u0635\u0644\u0629 \u0628\u0627\u0644\u0645\u0647\u0645\u0629 \u0627\u0644\u0645\u0637\u0644\u0648\u0628\u0629. \u0642\u062f \u062a\u0643\u0648\u0646 \u0647\u0630\u0647 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0639\u0628\u0627\u0631\u0629 \u0639\u0646 \u0635\u0648\u0631 \u0623\u0648 \u0646\u0635\u0648\u0635 \u0623\u0648 \u0623\u0631\u0642\u0627\u0645 \u0623\u0648 \u062d\u062a\u0649 \u062a\u0633\u062c\u064a\u0644\u0627\u062a \u0635\u0648\u062a\u064a\u0629. \u0643\u0644\u0645\u0627 \u0643\u0627\u0646\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0623\u0643\u062b\u0631 \u062a\u0646\u0648\u0639\u0627 \u0648\u062c\u0648\u062f\u0629 \u0632\u0627\u062f\u062a \u062f\u0642\u0629 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0646\u0647\u0627\u0626\u064a\u0629.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"\u0645\u0631\u062d\u0644\u0629-\u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629-\u0648\u0627\u0644\u062a\u0646\u0638\u064a\u0641\">\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0648\u0627\u0644\u062a\u0646\u0638\u064a\u0641<\/h3>\n\n\n\n<p>\u064a\u062a\u0645 \u062a\u0646\u0638\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u062d\u0648\u064a\u0644\u0647\u0627 \u0625\u0644\u0649 \u0635\u064a\u063a\u0629 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0628\u0648\u0627\u0633\u0637\u0629 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629. \u0647\u0630\u0647 \u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u062d\u0627\u0633\u0645\u0629 \u0644\u0623\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0646\u0638\u064a\u0641\u0629 \u0642\u062f \u062a\u0624\u062f\u064a \u0625\u0644\u0649 \u0646\u062a\u0627\u0626\u062c \u063a\u064a\u0631 \u062f\u0642\u064a\u0642\u0629.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"\u0645\u0631\u062d\u0644\u0629-\u0627\u0644\u062a\u062f\u0631\u064a\u0628\">\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u062a\u062f\u0631\u064a\u0628<\/h3>\n\n\n\n<p>\u0647\u0646\u0627 \u062a\u0628\u062f\u0623 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0628\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0648\u0627\u0644\u0639\u0644\u0627\u0642\u0627\u062a \u0628\u064a\u0646\u0647\u0627. \u062a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u062f\u0648\u0627\u0644 \u0631\u064a\u0627\u0636\u064a\u0629 \u0645\u0639\u0642\u062f\u0629 \u0644\u0636\u0628\u0637 \u0645\u0639\u0627\u0645\u0644\u0627\u062a\u0647\u0627 \u0627\u0644\u062f\u0627\u062e\u0644\u064a\u0629 (Parameters) \u062d\u062a\u0649 \u062a\u0635\u0644 \u0625\u0644\u0649 \u0623\u0641\u0636\u0644 \u0623\u062f\u0627\u0621 \u0645\u0645\u0643\u0646.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"\u0645\u0631\u062d\u0644\u0629-\u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631-\u0648\u0627\u0644\u062a\u062d\u0642\u0642\">\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0648\u0627\u0644\u062a\u062d\u0642\u0642<\/h3>\n\n\n\n<p>\u0628\u0639\u062f \u0627\u0644\u062a\u062f\u0631\u064a\u0628\u060c \u062a\u062e\u062a\u0628\u0631 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0639\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u062c\u062f\u064a\u062f\u0629 \u0644\u0645 \u062a\u0634\u0627\u0647\u062f\u0647\u0627 \u0645\u0646 \u0642\u0628\u0644 \u0644\u0642\u064a\u0627\u0633 \u0642\u062f\u0631\u062a\u0647\u0627 \u0639\u0644\u0649 \u0627\u0644\u062a\u0639\u0645\u064a\u0645 \u0648\u0627\u062a\u062e\u0627\u0630 \u0642\u0631\u0627\u0631\u0627\u062a \u0635\u062d\u064a\u062d\u0629 \u0641\u064a \u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a \u062c\u062f\u064a\u062f\u0629.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"\u0645\u0631\u062d\u0644\u0629-\u0627\u0644\u0646\u0634\u0631-\u0648\u0627\u0644\u062a\u062d\u0633\u064a\u0646-\u0627\u0644\u0645\u0633\u062a\u0645\u0631\">\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u0646\u0634\u0631 \u0648\u0627\u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0645\u0633\u062a\u0645\u0631<\/h3>\n\n\n\n<p>\u062a\u0637\u0628\u0642 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0641\u064a \u0628\u064a\u0626\u0627\u062a \u062d\u0642\u064a\u0642\u064a\u0629 \u0648\u062a\u0633\u062a\u0645\u0631 \u0641\u064a \u0627\u0644\u062a\u0639\u0644\u0645 \u0648\u0627\u0644\u062a\u062d\u0633\u064a\u0646 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u062a\u063a\u0630\u064a\u0629 \u0627\u0644\u0631\u0627\u062c\u0639\u0629 \u0648\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062c\u062f\u064a\u062f\u0629.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u0623\u0646\u0648\u0627\u0639-\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a-\u0627\u0644\u0630\u0643\u0627\u0621-\u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\">\u0623\u0646\u0648\u0627\u0639 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/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\/\u0623\u0646\u0648\u0627\u0639-\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a-\u0627\u0644\u0630\u0643\u0627\u0621-\u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.webp\" alt=\"\u0646\u0635 \u0645\u0643\u062a\u0648\u0628 \u0627\u0644\u0623\u0646\u0648\u0627\u0639 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\n\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u062e\u0627\u0636\u0639 \u0644\u0644\u0625\u0634\u0631\u0627\u0641 (Supervised Learning)\n\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u063a\u064a\u0631 \u0627\u0644\u062e\u0627\u0636\u0639 \u0644\u0644\u0625\u0634\u0631\u0627\u0641 (Unsupervised Learning)\n\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0645\u0639\u0632\u0632 (Reinforcement Learning)\" class=\"wp-image-3663\" srcset=\"https:\/\/alarbtech.com\/wp-content\/uploads\/\u0623\u0646\u0648\u0627\u0639-\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a-\u0627\u0644\u0630\u0643\u0627\u0621-\u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a.webp 1200w, https:\/\/alarbtech.com\/wp-content\/uploads\/\u0623\u0646\u0648\u0627\u0639-\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a-\u0627\u0644\u0630\u0643\u0627\u0621-\u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a-600x338.webp 600w, https:\/\/alarbtech.com\/wp-content\/uploads\/\u0623\u0646\u0648\u0627\u0639-\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a-\u0627\u0644\u0630\u0643\u0627\u0621-\u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a-1024x576.webp 1024w, https:\/\/alarbtech.com\/wp-content\/uploads\/\u0623\u0646\u0648\u0627\u0639-\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a-\u0627\u0644\u0630\u0643\u0627\u0621-\u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a-768x432.webp 768w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/figure>\n\n\n\n<p>\u062a\u062a\u0646\u0648\u0639 \u0627\u0644\u0623\u0633\u0627\u0644\u064a\u0628 \u0627\u0644\u062d\u0633\u0627\u0628\u064a\u0629 \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0628\u062d\u0633\u0628 \u0637\u0628\u064a\u0639\u0629 \u0627\u0644\u0645\u0647\u0645\u0629 \u0648\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u062a\u0639\u0644\u0645 \u0648\u062a\u0635\u0646\u0641 \u0625\u0644\u0649 \u062b\u0644\u0627\u062b \u0641\u0626\u0627\u062a \u0631\u0626\u064a\u0633\u064a\u0629:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a-\u0627\u0644\u062a\u0639\u0644\u0645-\u0627\u0644\u062e\u0627\u0636\u0639-\u0644\u0644\u0625\u0634\u0631\u0627\u0641-supervised-learning\">\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u062e\u0627\u0636\u0639 \u0644\u0644\u0625\u0634\u0631\u0627\u0641 (Supervised Learning)<\/h3>\n\n\n\n<p>\u062a\u062f\u0631\u0628 \u0647\u0630\u0647 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0639\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0635\u0646\u0641\u0629 \u0645\u0633\u0628\u0642\u0627\u060c \u062d\u064a\u062b \u064a\u0642\u062f\u0645 \u0644\u0644\u0646\u0638\u0627\u0645 \u0623\u0645\u062b\u0644\u0629 \u0648\u0627\u0636\u062d\u0629 \u0645\u0639 \u0627\u0644\u0625\u062c\u0627\u0628\u0627\u062a \u0627\u0644\u0635\u062d\u064a\u062d\u0629. \u062a\u062a\u0639\u0644\u0645 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u0623\u0645\u062b\u0644\u0629 \u0644\u062a\u062a\u0645\u0643\u0646 \u0645\u0646 \u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0635\u062d\u064a\u062d\u0629 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062c\u062f\u064a\u062f\u0629. \u062a\u0633\u062a\u062e\u062f\u0645 \u0628\u0634\u0643\u0644 \u0648\u0627\u0633\u0639 \u0641\u064a \u0645\u062c\u0627\u0644\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u062a\u0635\u0646\u064a\u0641 \u0648\u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u062a\u0634\u062e\u064a\u0635 \u0627\u0644\u0623\u0645\u0631\u0627\u0636 \u0648\u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0623\u0633\u0639\u0627\u0631 \u0627\u0644\u0623\u0633\u0647\u0645 \u0648\u062a\u0635\u0646\u064a\u0641 \u0631\u0633\u0627\u0626\u0644 \u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a.<\/p>\n\n\n\n<p>\u0643\u0645\u0627 \u062a\u0633\u062a\u062e\u062f\u0645 \u0647\u0630\u0647 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0627\u0644\u062a\u0633\u0648\u064a\u0642 \u0644\u062a\u062d\u0644\u064a\u0644 \u0633\u0644\u0648\u0643 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0648\u062a\u062e\u0635\u064a\u0635 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u0625\u0639\u0644\u0627\u0646\u064a \u0628\u0646\u0627\u0621 \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0627\u0631\u064a\u062e\u064a\u0629.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a-\u0627\u0644\u062a\u0639\u0644\u0645-\u063a\u064a\u0631-\u0627\u0644\u062e\u0627\u0636\u0639-\u0644\u0644\u0625\u0634\u0631\u0627\u0641-unsupervised-learning\">\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u063a\u064a\u0631 \u0627\u0644\u062e\u0627\u0636\u0639 \u0644\u0644\u0625\u0634\u0631\u0627\u0641 (Unsupervised Learning)<\/h3>\n\n\n\n<p>\u0639\u0644\u0649 \u0639\u0643\u0633 \u0627\u0644\u0646\u0648\u0639 \u0627\u0644\u0633\u0627\u0628\u0642\u060c \u062a\u0639\u0645\u0644 \u0647\u0630\u0647 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0639\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0645\u0635\u0646\u0641\u0629\u060c \u062d\u064a\u062b \u062a\u0643\u062a\u0634\u0641 \u0628\u0646\u0641\u0633\u0647\u0627 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0648\u0627\u0644\u0647\u064a\u0627\u0643\u0644 \u0627\u0644\u062e\u0641\u064a\u0629 \u0641\u064a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u062a\u0633\u062a\u062e\u062f\u0645 \u0641\u064a \u0627\u0644\u062a\u062c\u0645\u064a\u0639 (Clustering) \u0648\u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u0623\u0628\u0639\u0627\u062f \u0645\u062b\u0644 \u062a\u062c\u0645\u064a\u0639 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0628\u062d\u0633\u0628 \u0633\u0644\u0648\u0643\u064a\u0627\u062a\u0647\u0645 \u0627\u0644\u0634\u0631\u0627\u0626\u064a\u0629 \u0623\u0648 \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u063a\u064a\u0631 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0641\u064a \u0627\u0644\u0645\u0639\u0627\u0645\u0644\u0627\u062a \u0627\u0644\u0645\u0627\u0644\u064a\u0629.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a-\u0627\u0644\u062a\u0639\u0644\u0645-\u0627\u0644\u0645\u0639\u0632\u0632-reinforcement-learning\">\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0645\u0639\u0632\u0632 (Reinforcement Learning)<\/h3>\n\n\n\n<p>\u062a\u062a\u0639\u0644\u0645 \u0647\u0630\u0647 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u062a\u062c\u0631\u0628\u0629 \u0648\u0627\u0644\u062e\u0637\u0623\u060c \u062d\u064a\u062b \u062a\u062a\u0644\u0642\u0649 \u0645\u0643\u0627\u0641\u0622\u062a \u0623\u0648 \u0639\u0642\u0648\u0628\u0627\u062a \u0628\u0646\u0627\u0621 \u0639\u0644\u0649 \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062a\u062e\u0630\u0647\u0627. \u0647\u0630\u0627 \u0627\u0644\u0646\u0648\u0639 \u0641\u0639\u0627\u0644 \u062c\u062f\u0627 \u0641\u064a \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u062b\u0644 \u0627\u0644\u0623\u0644\u0639\u0627\u0628 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629 \u0648\u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0648\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062a\u0648\u0635\u064a\u0629 \u0648\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0642\u064a\u0627\u062f\u0629 \u0627\u0644\u0630\u0627\u062a\u064a\u0629.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u0623\u0647\u0645-\u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a-\u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629-\u0641\u064a-\u0627\u0644\u0630\u0643\u0627\u0621-\u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\">\u0623\u0647\u0645 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"1-\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629-\u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631-\u0627\u0644\u062e\u0637\u064a-linear-regression\">1. \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 \u0627\u0644\u062e\u0637\u064a (Linear Regression)<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0641\u0643\u0631\u0629: \u062a\u0639\u062a\u0628\u0631 \u0645\u0646 \u0623\u0628\u0633\u0637 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0623\u0643\u062b\u0631\u0647\u0627 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0627\u060c \u062d\u064a\u062b \u062a\u0628\u062d\u062b \u0639\u0646 \u0627\u0644\u0639\u0644\u0627\u0642\u0629 \u0627\u0644\u062e\u0637\u064a\u0629 \u0628\u064a\u0646 \u0627\u0644\u0645\u062a\u063a\u064a\u0631\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0642\u0644\u0629 \u0648\u0627\u0644\u0645\u062a\u063a\u064a\u0631 \u0627\u0644\u062a\u0627\u0628\u0639 \u0644\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0629.<\/li>\n\n\n\n<li>\u062a\u0633\u062a\u062e\u062f\u0645 \u0641\u064a: \u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u0645\u0628\u064a\u0639\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0629\u060c \u062a\u062d\u0644\u064a\u0644 \u0623\u0633\u0639\u0627\u0631 \u0627\u0644\u0639\u0642\u0627\u0631\u0627\u062a \u0648\u062a\u0642\u062f\u064a\u0631 \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0648\u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u0637\u0644\u0628 \u0639\u0644\u0649 \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a.<\/li>\n\n\n\n<li>\u0623\u0645\u062b\u0644\u0629: \u062a\u0633\u062a\u062e\u062f\u0645 \u0634\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u062c\u0627\u0631\u0629 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629 \u0647\u0630\u0647 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0644\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u0625\u064a\u0631\u0627\u062f\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0629 \u0628\u0646\u0627\u0621 \u0639\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0628\u064a\u0639\u0627\u062a \u0627\u0644\u0633\u0627\u0628\u0642\u0629. \u0643\u0645\u0627 \u062a\u0633\u062a\u062e\u062f\u0645 \u0641\u064a \u0627\u0644\u0645\u062c\u0627\u0644 \u0627\u0644\u0637\u0628\u064a \u0644\u062a\u0642\u062f\u064a\u0631 \u062c\u0631\u0639\u0627\u062a \u0627\u0644\u0623\u062f\u0648\u064a\u0629 \u0628\u0646\u0627\u0621 \u0639\u0644\u0649 \u0648\u0632\u0646 \u0627\u0644\u0645\u0631\u064a\u0636 \u0648\u0639\u0645\u0631\u0647.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"2-\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629-\u0627\u0644\u0634\u0628\u0643\u0627\u062a-\u0627\u0644\u0639\u0635\u0628\u064a\u0629-neural-networks\">2. \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 (Neural Networks)<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0641\u0643\u0631\u0629: \u0645\u0633\u062a\u0648\u062d\u0627\u0629 \u0645\u0646 \u0637\u0631\u064a\u0642\u0629 \u0639\u0645\u0644 \u0627\u0644\u062f\u0645\u0627\u063a \u0627\u0644\u0628\u0634\u0631\u064a\u060c \u062a\u062a\u0643\u0648\u0646 \u0645\u0646 \u0637\u0628\u0642\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629 \u0645\u0646 \u0627\u0644\u0639\u0642\u062f \u0627\u0644\u0645\u062a\u0631\u0627\u0628\u0637\u0629 \u0627\u0644\u062a\u064a \u062a\u0639\u0627\u0644\u062c \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0648\u062a\u062a\u0639\u0644\u0645 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0636\u0628\u0637 \u0627\u0644\u0623\u0648\u0632\u0627\u0646 \u0628\u064a\u0646 \u0647\u0630\u0647 \u0627\u0644\u0639\u064f\u0642\u062f.<\/li>\n\n\n\n<li>\u062a\u0633\u062a\u062e\u062f\u0645 \u0641\u064a: \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0648\u062c\u0648\u0647 \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0648\u0627\u0644\u062a\u0631\u062c\u0645\u0629 \u0627\u0644\u0622\u0644\u064a\u0629 \u0648\u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0643\u0644\u0627\u0645 \u0648\u0627\u0644\u0633\u064a\u0627\u0631\u0627\u062a \u0630\u0627\u062a\u064a\u0629 \u0627\u0644\u0642\u064a\u0627\u062f\u0629.<\/li>\n\n\n\n<li>\u0623\u0645\u062b\u0644\u0629: \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0645\u062b\u0644 Google Photos \u0627\u0644\u062a\u064a \u062a\u0635\u0646\u0641 \u0627\u0644\u0635\u0648\u0631 \u062a\u0644\u0642\u0627\u0626\u064a\u0627\u060c \u0648\u0645\u0633\u0627\u0639\u062f\u0627\u062a Siri \u0648Alexa \u0627\u0644\u062a\u064a \u062a\u0641\u0647\u0645 \u0627\u0644\u0623\u0648\u0627\u0645\u0631 \u0627\u0644\u0635\u0648\u062a\u064a\u0629 \u0648\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0648\u062c\u0648\u0647 \u0641\u064a \u0627\u0644\u0647\u0648\u0627\u062a\u0641 \u0627\u0644\u0630\u0643\u064a\u0629.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"3-\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629-\u0623\u0634\u062c\u0627\u0631-\u0627\u0644\u0642\u0631\u0627\u0631-decision-trees\">3. \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0623\u0634\u062c\u0627\u0631 \u0627\u0644\u0642\u0631\u0627\u0631 (Decision Trees)<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0641\u0643\u0631\u0629: \u062a\u0639\u0645\u0644 \u0628\u0637\u0631\u064a\u0642\u0629 \u0645\u0634\u0627\u0628\u0647\u0629 \u0644\u0639\u0645\u0644\u064a\u0629 \u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a \u0627\u0644\u0628\u0634\u0631\u064a\u0629\u060c \u062d\u064a\u062b \u062a\u0642\u0633\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0625\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0623\u0635\u063a\u0631 \u0628\u0646\u0627\u0621 \u0639\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0648\u0627\u0644\u0634\u0631\u0648\u0637 \u0627\u0644\u0645\u062a\u0633\u0644\u0633\u0644\u0629.<\/li>\n\n\n\n<li>\u062a\u0633\u062a\u062e\u062f\u0645 \u0641\u064a: \u062a\u0639\u062a\u0645\u062f \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0639\u0644\u0649 \u0623\u0634\u062c\u0627\u0631 \u0627\u0644\u0642\u0631\u0627\u0631 \u0641\u064a \u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u0645\u0627\u0644\u064a\u0629 \u0648\u062a\u0634\u062e\u064a\u0635 \u0627\u0644\u0623\u0645\u0631\u0627\u0636 \u0648\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0648\u0627\u062a\u062e\u0627\u0630 \u0642\u0631\u0627\u0631\u0627\u062a \u0627\u0644\u0623\u0639\u0645\u0627\u0644.<\/li>\n\n\n\n<li>\u0623\u0645\u062b\u0644\u0629: \u0627\u0644\u0628\u0646\u0648\u0643 \u062a\u0633\u062a\u062e\u062f\u0645\u0647\u0627 \u0644\u062a\u0642\u064a\u064a\u0645 \u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0642\u0631\u0648\u0636 \u0628\u0646\u0627\u0621 \u0639\u0644\u0649 \u0639\u0648\u0627\u0645\u0644 \u0645\u062b\u0644 \u0627\u0644\u062f\u062e\u0644 \u0648\u0627\u0644\u062a\u0627\u0631\u064a\u062e \u0627\u0644\u0627\u0626\u062a\u0645\u0627\u0646\u064a \u0648\u0627\u0644\u0639\u0645\u0631. \u0643\u0645\u0627 \u062a\u0633\u062a\u062e\u062f\u0645 \u0641\u064a \u0627\u0644\u0645\u0648\u0627\u0642\u0639 \u0627\u0644\u0637\u0628\u064a\u0629 \u0644\u062a\u0642\u062f\u064a\u0645 \u062a\u0634\u062e\u064a\u0635\u0627\u062a \u0623\u0648\u0644\u064a\u0629 \u0628\u0646\u0627\u0621 \u0639\u0644\u0649 \u0627\u0644\u0623\u0639\u0631\u0627\u0636<strong>.<\/strong><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"4-\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629-\u0627\u0644\u063a\u0627\u0628\u0627\u062a-\u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a\u0629-random-forests\">4. \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0627\u0644\u063a\u0627\u0628\u0627\u062a \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a\u0629 (Random Forests)<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0641\u0643\u0631\u0629: \u0646\u0633\u062e\u0629 \u0645\u062a\u0637\u0648\u0631\u0629 \u0645\u0646 \u0623\u0634\u062c\u0627\u0631 \u0627\u0644\u0642\u0631\u0627\u0631\u060c \u062a\u062c\u0645\u0639 \u0646\u062a\u0627\u0626\u062c \u0645\u0626\u0627\u062a \u0623\u0648 \u0622\u0644\u0627\u0641 \u0645\u0646 \u0623\u0634\u062c\u0627\u0631 \u0627\u0644\u0642\u0631\u0627\u0631 \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u062a\u0646\u0628\u0624\u0627\u062a \u0623\u0643\u062b\u0631 \u062f\u0642\u0629 \u0648\u0627\u0633\u062a\u0642\u0631\u0627\u0631\u0627.<\/li>\n\n\n\n<li>\u062a\u0633\u062a\u062e\u062f\u0645 \u0641\u064a: \u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u0627\u062d\u062a\u064a\u0627\u0644 \u0648\u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0633\u0644\u0648\u0643 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0629 \u0648\u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0646\u0635\u0648\u0635.<\/li>\n\n\n\n<li>\u0623\u0645\u062b\u0644\u0629: \u0634\u0631\u0643\u0627\u062a \u0628\u0637\u0627\u0642\u0627\u062a \u0627\u0644\u0627\u0626\u062a\u0645\u0627\u0646 \u062a\u0633\u062a\u062e\u062f\u0645\u0647\u0627 \u0644\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0645\u0639\u0627\u0645\u0644\u0627\u062a \u0627\u0644\u0645\u0634\u0628\u0648\u0647\u0629 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a \u0648\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u062c\u0627\u0631\u0629 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629 \u062a\u0633\u062a\u062e\u062f\u0645\u0647\u0627 \u0644\u062a\u0648\u0635\u064a\u0629 \u0627\u0644\u0645\u0646\u062a\u062c\u0627\u062a \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"5-\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629-k-means-clustering\">5. \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 K-Means Clustering<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0641\u0643\u0631\u0629: \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u062a\u062c\u0645\u064a\u0639 \u063a\u064a\u0631 \u062e\u0627\u0636\u0639\u0629 \u0644\u0644\u0625\u0634\u0631\u0627\u0641 \u062a\u0642\u0633\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0625\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0645\u062a\u0634\u0627\u0628\u0647\u0629 \u0628\u0646\u0627\u0621 \u0639\u0644\u0649 \u062e\u0635\u0627\u0626\u0635\u0647\u0627 \u0627\u0644\u0645\u0634\u062a\u0631\u0643\u0629.<\/li>\n\n\n\n<li>\u062a\u064f\u0633\u062a\u062e\u062f\u0645 \u0641\u064a: \u062a\u062c\u0632\u0626\u0629 \u0627\u0644\u0633\u0648\u0642 \u0648\u0636\u063a\u0637 \u0627\u0644\u0635\u0648\u0631 \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062c\u064a\u0646\u064a\u0629 \u0648\u062a\u0646\u0638\u064a\u0645 \u0627\u0644\u0645\u062d\u062a\u0648\u0649.<\/li>\n\n\n\n<li>\u0623\u0645\u062b\u0644\u0629: \u0645\u0646\u0635\u0627\u062a \u0627\u0644\u062a\u0633\u0648\u064a\u0642 \u062a\u0633\u062a\u062e\u062f\u0645\u0647\u0627 \u0644\u062a\u0642\u0633\u064a\u0645 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0625\u0644\u0649 \u0634\u0631\u0627\u0626\u062d \u0628\u0646\u0627\u0621 \u0639\u0644\u0649 \u0633\u0644\u0648\u0643\u064a\u0627\u062a\u0647\u0645 \u0627\u0644\u0634\u0631\u0627\u0626\u064a\u0629 \u0648\u0623\u064a\u0636\u0627 \u062a\u0633\u062a\u062e\u062f\u0645 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0627\u0644\u062a\u062c\u0627\u0631\u0629 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629 \u0644\u062a\u062d\u0633\u064a\u0646 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u062a\u0633\u0648\u0642 \u0627\u0644\u0645\u062e\u0635\u0635\u0629\u060c \u0643\u0645\u0627 \u062a\u0633\u062a\u062e\u062f\u0645\u0647\u0627 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0623\u062e\u0628\u0627\u0631 \u0644\u062a\u062c\u0645\u064a\u0639 \u0627\u0644\u0645\u0642\u0627\u0644\u0627\u062a \u0627\u0644\u0645\u062a\u0634\u0627\u0628\u0647\u0629.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"6-\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629-\u0627\u0644\u0622\u0644\u0627\u062a-\u0627\u0644\u062f\u0627\u0639\u0645\u0629-support-vector-machines\">6. \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0627\u0644\u0622\u0644\u0627\u062a \u0627\u0644\u062f\u0627\u0639\u0645\u0629 (Support Vector Machines)<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0641\u0643\u0631\u0629: \u062a\u0628\u062d\u062b \u0639\u0646 \u0627\u0644\u062d\u062f \u0627\u0644\u0641\u0627\u0635\u0644 \u0627\u0644\u0623\u0645\u062b\u0644 \u0628\u064a\u0646 \u0641\u0626\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0641\u0636\u0627\u0621 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0623\u0628\u0639\u0627\u062f\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0641\u0639\u0627\u0644\u0629 \u0644\u0644\u063a\u0627\u064a\u0629 \u0641\u064a \u0645\u0647\u0627\u0645 \u0627\u0644\u062a\u0635\u0646\u064a\u0641.<\/li>\n\n\n\n<li>\u062a\u0633\u062a\u062e\u062f\u0645 \u0641\u064a: \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0648\u062c\u0648\u0647\u060c \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0646\u0635\u0648\u0635 \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0634\u0627\u0639\u0631 \u0648\u0627\u0644\u062a\u0634\u062e\u064a\u0635 \u0627\u0644\u0637\u0628\u064a.<\/li>\n\n\n\n<li>\u0623\u0645\u062b\u0644\u0629: \u0623\u0646\u0638\u0645\u0629 \u062a\u0635\u0641\u064a\u0629 \u0627\u0644\u0628\u0631\u064a\u062f \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a \u0627\u0644\u0639\u0634\u0648\u0627\u0626\u064a \u0648\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0643\u062a\u0627\u0628\u0629 \u0627\u0644\u064a\u062f\u0648\u064a\u0629 \u0648\u0628\u0631\u0627\u0645\u062c \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0631\u0627\u062c\u0639\u0627\u062a \u0644\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0645\u0634\u0627\u0639\u0631 \u0627\u0644\u0625\u064a\u062c\u0627\u0628\u064a\u0629 \u0623\u0648 \u0627\u0644\u0633\u0644\u0628\u064a\u0629.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u0645\u0627-\u0647\u064a-\u0627\u0644\u0628\u0631\u0627\u0645\u062c-\u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629-\u0641\u064a-\u0627\u0644\u0630\u0643\u0627\u0621-\u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u061f\">\u0645\u0627 \u0647\u064a \u0627\u0644\u0628\u0631\u0627\u0645\u062c \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629 \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\u061f<\/h2>\n\n\n\n<p>\u062a\u0637\u0648\u064a\u0631 \u0648\u062a\u0637\u0628\u064a\u0642 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u064a\u062a\u0637\u0644\u0628 \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0648\u0627\u0644\u0645\u0646\u0635\u0627\u062a \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u0629:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"\u0644\u063a\u0627\u062a-\u0627\u0644\u0628\u0631\u0645\u062c\u0629-\u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629\">\u0644\u063a\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629<\/h3>\n\n\n\n<p>Python \u062a\u062a\u0635\u062f\u0631 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0643\u0623\u0643\u062b\u0631 \u0627\u0644\u0644\u063a\u0627\u062a \u0634\u0639\u0628\u064a\u0629 \u0628\u0641\u0636\u0644 \u0645\u0643\u062a\u0628\u0627\u062a\u0647\u0627 \u0627\u0644\u063a\u0646\u064a\u0629 \u0645\u062b\u0644 TensorFlow \u0648PyTorch \u0648Scikit-learn. \u0643\u0645\u0627 \u062a\u0633\u062a\u062e\u062f\u0645 \u0644\u063a\u0627\u062a R \u0644\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a \u0648Java \u0648C++ \u0644\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u0623\u062f\u0627\u0621.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"\u0623\u0637\u0631-\u0627\u0644\u0639\u0645\u0644-\u0648\u0627\u0644\u0645\u0643\u062a\u0628\u0627\u062a\">\u0623\u0637\u0631 \u0627\u0644\u0639\u0645\u0644 \u0648\u0627\u0644\u0645\u0643\u062a\u0628\u0627\u062a<\/h3>\n\n\n\n<p>TensorFlow \u0645\u0646 Google \u0648PyTorch \u0645\u0646 Meta \u064a\u064f\u0639\u062a\u0628\u0631\u0627\u0646 \u0627\u0644\u0623\u0643\u062b\u0631 \u0634\u0647\u0631\u0629 \u0644\u0628\u0646\u0627\u0621 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642. \u0628\u064a\u0646\u0645\u0627 \u062a\u0633\u062a\u062e\u062f\u0645 Scikit-learn \u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629 \u0648Keras \u0644\u062a\u0628\u0633\u064a\u0637 \u0628\u0646\u0627\u0621 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"\u0645\u0646\u0635\u0627\u062a-\u0627\u0644\u062a\u0637\u0648\u064a\u0631-\u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629\">\u0645\u0646\u0635\u0627\u062a \u0627\u0644\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629<\/h3>\n\n\n\n<p>\u062a\u0648\u0641\u0631 Google Cloud AI \u0648Amazon AWS AI \u0648Microsoft Azure AI \u0628\u064a\u0626\u0627\u062a \u0645\u062a\u0643\u0627\u0645\u0644\u0629 \u0644\u062a\u062f\u0631\u064a\u0628 \u0648\u0646\u0634\u0631 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0628\u0642\u0648\u0629 \u062d\u0648\u0633\u0628\u0629 \u0647\u0627\u0626\u0644\u0629. \u0643\u0645\u0627 \u062a\u0648\u0641\u0631 IBM Watson \u062d\u0644\u0648\u0644\u0627 \u062c\u0627\u0647\u0632\u0629 \u0644\u0644\u0634\u0631\u0643\u0627\u062a.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"\u0623\u062f\u0648\u0627\u062a-\u062a\u062d\u0644\u064a\u0644-\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\">\u0623\u062f\u0648\u0627\u062a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/h3>\n\n\n\n<p>Jupyter Notebook \u0644\u0644\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a \u0648Pandas \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648NumPy \u0644\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0629 \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0648Matplotlib \u0648Seaborn \u0644\u062a\u0635\u0648\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/p>\n\n\n\n<p>\u062a\u0639\u062f \u0647\u0630\u0647 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u062c\u0632\u0621\u0627 \u0645\u0646 \u0645\u0646\u0638\u0648\u0645\u0629 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u062d\u064a\u062b \u062a\u0633\u062a\u062e\u062f\u0645 \u0644\u0627\u0633\u062a\u062e\u0644\u0627\u0635 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0648\u062a\u0642\u062f\u064a\u0645 \u0631\u0624\u0649 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0646\u0641\u064a\u0630 \u0641\u064a \u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0642\u0637\u0627\u0639\u0627\u062a.<\/p>\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-\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629-\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 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \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\u0642\u062f\u0631\u0627\u062a \u0627\u0644\u0647\u0627\u0626\u0644\u0629 \u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0643\u0646\u0647\u0627 \u062a\u0648\u0627\u062c\u0647 \u0639\u062f\u0629 \u062a\u062d\u062f\u064a\u0627\u062a \u062c\u0648\u0647\u0631\u064a\u0629:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u062a\u062d\u064a\u0632 \u0641\u064a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\n<ul class=\"wp-block-list\">\n<li>\u0639\u0646\u062f\u0645\u0627 \u062a\u062f\u0631\u0628 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0639\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062a\u062d\u064a\u0632\u0629\u060c \u062a\u0639\u0643\u0633 \u0647\u0630\u0627 \u0627\u0644\u062a\u062d\u064a\u0632 \u0641\u064a \u0642\u0631\u0627\u0631\u0627\u062a\u0647\u0627\u060c \u0645\u0645\u0627 \u0642\u062f \u064a\u0624\u062f\u064a \u0625\u0644\u0649 \u0646\u062a\u0627\u0626\u062c \u063a\u064a\u0631 \u0639\u0627\u062f\u0644\u0629. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u062a\u0648\u0638\u064a\u0641 \u0627\u0644\u0622\u0644\u064a\u0629 \u0642\u062f \u062a\u0645\u064a\u0632 \u0636\u062f \u0641\u0626\u0627\u062a \u0645\u0639\u064a\u0646\u0629 \u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u062a\u0639\u0643\u0633 \u0645\u0645\u0627\u0631\u0633\u0627\u062a \u062a\u0648\u0638\u064a\u0641 \u0645\u062a\u062d\u064a\u0632\u0629.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u0636\u062e\u0645\u0629\n<ul class=\"wp-block-list\">\n<li>\u0645\u0639\u0638\u0645 \u0627\u0644\u0645\u0646\u0647\u062c\u064a\u0627\u062a \u0627\u0644\u062d\u0633\u0627\u0628\u064a\u0629 \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0645\u0644\u0627\u064a\u064a\u0646 \u0627\u0644\u0623\u0645\u062b\u0644\u0629 \u0644\u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0641\u0639\u0627\u0644\u060c \u0648\u0647\u0648 \u0645\u0627 \u0642\u062f \u064a\u0643\u0648\u0646 \u0635\u0639\u0628\u0627 \u0623\u0648 \u0645\u0643\u0644\u0641\u0627 \u0641\u064a \u0628\u0639\u0636 \u0627\u0644\u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u0629.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0627\u0641\u062a\u0642\u0627\u0631 \u0625\u0644\u0649 \u0627\u0644\u0634\u0641\u0627\u0641\u064a\u0629\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u062a\u0639\u0645\u0644 \u0643\u0635\u0646\u062f\u0648\u0642 \u0623\u0633\u0648\u062f \u062d\u064a\u062b \u064a\u0635\u0639\u0628 \u0641\u0647\u0645 \u0643\u064a\u0641\u064a\u0629 \u0648\u0635\u0648\u0644\u0647\u0627 \u0644\u0644\u0642\u0631\u0627\u0631\u0627\u062a\u060c \u0645\u0645\u0627 \u064a\u062b\u064a\u0631 \u0645\u062e\u0627\u0648\u0641 \u062d\u0648\u0644 \u0627\u0644\u062b\u0642\u0629 \u0648\u0627\u0644\u0645\u0633\u0627\u0621\u0644\u0629 \u0648\u062e\u0627\u0635\u0629 \u0641\u064a \u0627\u0644\u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0644\u062d\u0633\u0627\u0633\u0629 \u0643\u0627\u0644\u0637\u0628 \u0648\u0627\u0644\u0642\u0636\u0627\u0621.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u062d\u0648\u0633\u0628\u064a\u0629 \u0627\u0644\u0639\u0627\u0644\u064a\u0629\n<ul class=\"wp-block-list\">\n<li>\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u064a\u062a\u0637\u0644\u0628 \u0642\u0648\u0629 \u062d\u0648\u0633\u0628\u0629 \u0647\u0627\u0626\u0644\u0629 \u0648\u0627\u0633\u062a\u0647\u0644\u0627\u0643\u0627 \u0643\u0628\u064a\u0631\u0627 \u0644\u0644\u0637\u0627\u0642\u0629\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647 \u0645\u0643\u0644\u0641\u0627 \u0648\u064a\u062b\u064a\u0631 \u0642\u0636\u0627\u064a\u0627 \u0628\u064a\u0626\u064a\u0629.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0623\u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629\n<ul class=\"wp-block-list\">\n<li>\u062a\u0639\u062a\u0645\u062f \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0639\u0644\u0649 \u0643\u0645\u064a\u0627\u062a \u0636\u062e\u0645\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0634\u062e\u0635\u064a\u0629\u060c \u0648\u0647\u0630\u0627 \u064a\u062b\u064a\u0631 \u062a\u0633\u0627\u0624\u0644\u0627\u062a \u062d\u0648\u0644 \u062d\u0645\u0627\u064a\u0629 \u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629 \u0648\u0623\u0645\u0646 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0645\u0646 \u0627\u0644\u0627\u062e\u062a\u0631\u0627\u0642\u0627\u062a.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0635\u0639\u0648\u0628\u0629 \u0627\u0644\u062a\u0639\u0645\u064a\u0645\n<ul class=\"wp-block-list\">\n<li>\u0642\u062f \u062a\u062d\u0642\u0642 \u0628\u0639\u0636 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0623\u062f\u0627\u0621 \u0645\u0645\u062a\u0627\u0632\u0627 \u0641\u064a \u0628\u064a\u0626\u0629 \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0644\u0643\u0646\u0647\u0627 \u062a\u0641\u0634\u0644 \u0641\u064a \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a \u062c\u062f\u064a\u062f\u0629 \u0623\u0648 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629 \u0642\u0644\u064a\u0644\u0627 \u0648\u0647\u0648 \u0645\u0627 \u064a\u0639\u0631\u0641 \u0628\u0645\u0634\u0643\u0644\u0629 \u0627\u0644\u062a\u0639\u0645\u064a\u0645.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u0627\u0644\u062e\u0627\u062a\u0645\u0629\">\u0627\u0644\u062e\u0627\u062a\u0645\u0629<\/h2>\n\n\n\n<p>\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a <a href=\"https:\/\/alarbtech.com\/artificial-intelligence-guide\/\" data-type=\"link\" data-id=\"https:\/\/alarbtech.com\/artificial-intelligence-guide\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/a> \u0647\u064a \u0627\u0644\u0645\u062d\u0631\u0643 \u0627\u0644\u0623\u0633\u0627\u0633\u064a \u0648\u0631\u0627\u0621 \u0627\u0644\u062b\u0648\u0631\u0629 \u0627\u0644\u0631\u0642\u0645\u064a\u0629 \u0627\u0644\u062a\u064a \u0646\u0639\u064a\u0634\u0647\u0627 \u0627\u0644\u064a\u0648\u0645\u060c \u0641\u0647\u064a \u062a\u0645\u0643\u0646\u0646\u0627 \u0645\u0646 \u062d\u0644 \u0645\u0634\u0643\u0644\u0627\u062a \u0645\u0639\u0642\u062f\u0629 \u0628\u0637\u0631\u0642 \u0644\u0645 \u062a\u0643\u0646 \u0645\u0645\u0643\u0646\u0629 \u0645\u0646 \u0642\u0628\u0644. \u0645\u0646 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u062e\u0627\u0636\u0639 \u0644\u0644\u0625\u0634\u0631\u0627\u0641 \u0625\u0644\u0649 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0645\u0639\u0632\u0632 \u062a\u0642\u062f\u0645 \u0647\u0630\u0647 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u062d\u0644\u0648\u0644\u0627 \u0645\u0628\u062a\u0643\u0631\u0629 \u0641\u064a \u0634\u062a\u0649 \u0627\u0644\u0645\u062c\u0627\u0644\u0627\u062a. \u0631\u063a\u0645 \u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a \u0627\u0644\u0645\u062a\u0639\u0644\u0642\u0629 \u0628\u0627\u0644\u062a\u062d\u064a\u0632 \u0648\u0627\u0644\u0634\u0641\u0627\u0641\u064a\u0629 \u0648\u0627\u0644\u062a\u0643\u0644\u0641\u0629\u060c \u0641\u0625\u0646 \u0627\u0644\u062a\u0637\u0648\u0631 \u0627\u0644\u0645\u0633\u062a\u0645\u0631 \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u062c\u0627\u0644 \u064a\u0639\u062f \u0628\u0645\u0633\u062a\u0642\u0628\u0644 \u0648\u0627\u0639\u062f.<\/p>\n\n\n\n<p>\u0645\u0635\u0627\u062f\u0631 \u0625\u0636\u0627\u0641\u064a\u0629: \u0644\u0641\u0647\u0645 \u0627\u0644\u0623\u0633\u0633 \u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0629 \u0648\u0627\u0644\u062a\u0637\u0628\u064a\u0642\u064a\u0629 \u0644\u0647\u0630\u0647 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u0631\u062c\u0648\u0639 \u0625\u0644\u0649 <a href=\"https:\/\/web.stanford.edu\/~mossr\/pdf\/alg4ai.pdf\" target=\"_blank\" data-type=\"link\" data-id=\"https:\/\/web.stanford.edu\/~mossr\/pdf\/alg4ai.pdf\" rel=\"noreferrer noopener\">\u062f\u0644\u064a\u0644 \u0633\u062a\u0627\u0646\u0641\u0648\u0631\u062f \u062d\u0648\u0644 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a pdf<\/a>.<\/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-\u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a-\u0641\u064a-\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 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0641\u064a \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-1762099190049\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \">\u0645\u0627 \u0647\u064a \u0639\u0644\u0627\u0642\u0629 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0628\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>\u0639\u0644\u0627\u0642\u0629 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0647\u064a \u0639\u0644\u0627\u0642\u0629 \u062c\u0648\u0647\u0631\u064a\u0629 \u0648\u0623\u0633\u0627\u0633\u064a\u0629 \u0625\u0630 \u062a\u0639\u062f \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0628\u0645\u062b\u0627\u0628\u0629 \u0627\u0644\u0639\u0642\u0644 \u0627\u0644\u0631\u064a\u0627\u0636\u064a \u0648\u0627\u0644\u0645\u0646\u0637\u0642\u064a \u0627\u0644\u0630\u064a \u064a\u0645\u0643\u0646 \u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u0646 \u0627\u0644\u062a\u0639\u0644\u0645 \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0648\u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1762099194480\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \">\u0645\u0627 \u0623\u0634\u0647\u0631 \u0623\u0646\u0648\u0627\u0639 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629 \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>\u0645\u0646 \u0623\u0628\u0631\u0632\u0647\u0627:<br \/>\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0627\u0646\u062d\u062f\u0627\u0631 (Regression)<br \/>\u0623\u0634\u062c\u0627\u0631 \u0627\u0644\u0642\u0631\u0627\u0631 (Decision Trees)<br \/>\u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 (Neural Networks)<br \/>\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u062c\u0645\u064a\u0639 (Clustering)<br \/>\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u062a\u0639\u0632\u064a\u0632\u064a (Reinforcement Learning)<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1762099302405\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \">\u0645\u0627 \u0627\u0644\u0641\u0631\u0642 \u0628\u064a\u0646 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u062e\u0627\u0636\u0639 \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u063a\u064a\u0631 \u0627\u0644\u062e\u0627\u0636\u0639\u061f<\/h3>\n<div class=\"rank-math-answer \">\n\n<p>\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u062e\u0627\u0636\u0639 (Supervised): \u064a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0639\u0644\u0645\u0629 \u0645\u0633\u0628\u0642\u0627 (\u0645\u062f\u062e\u0644\u0627\u062a \u0648\u0645\u062e\u0631\u062c\u0627\u062a \u0645\u0639\u0631\u0648\u0641\u0629).<br \/>\u0627\u0644\u062a\u0639\u0644\u0645 \u063a\u064a\u0631 \u0627\u0644\u062e\u0627\u0636\u0639 (Unsupervised): \u064a\u0633\u062a\u062e\u062f\u0645 \u0644\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u062f\u0627\u062e\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0639\u0644\u0645\u0629\u060c \u0645\u062b\u0644 \u0627\u0644\u062a\u062c\u0645\u064a\u0639 (Clustering).<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1762099490405\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \">\u0645\u0627 \u0647\u064a \u0623\u0641\u0636\u0644 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0644\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>\u0644\u0627 \u062a\u0648\u062c\u062f \u0623\u0641\u0636\u0644 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0648\u0627\u062d\u062f\u0629 \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u062a\u0635\u0644\u062d \u0644\u0643\u0644 \u0627\u0644\u0645\u0647\u0627\u0645 \u0628\u0644 \u064a\u0639\u062a\u0645\u062f \u0627\u0644\u0627\u062e\u062a\u064a\u0627\u0631 \u0639\u0644\u0649 \u0646\u0648\u0639 \u0627\u0644\u0645\u0634\u0643\u0644\u0629 \u0648\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062a\u0627\u062d\u0629. \u0644\u0643\u0646 \u0628\u0639\u0636 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0623\u062b\u0628\u062a\u062a \u0641\u0639\u0627\u0644\u064a\u062a\u0647\u0627 \u0627\u0644\u0639\u0627\u0644\u064a\u0629 \u0641\u064a \u0645\u062c\u0627\u0644\u0627\u062a \u0645\u0639\u064a\u0646\u0629 \u0645\u062b\u0644 \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0627\u0644\u0639\u0645\u064a\u0642\u0629 \u0641\u064a \u0627\u0644\u0631\u0624\u064a\u0629 \u0627\u0644\u062d\u0627\u0633\u0648\u0628\u064a\u0629 \u0623\u0648 \u0623\u0634\u062c\u0627\u0631 \u0627\u0644\u0642\u0631\u0627\u0631 \u0641\u064a \u0627\u0644\u062a\u0635\u0646\u064a\u0641.<\/p>\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>\u0635\u062f\u064a\u0642\u064a\u060c \u062a\u0639\u062f \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0639\u0645\u0648\u062f \u0627\u0644\u0641\u0642\u0631\u064a \u0644\u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0625\u0644\u0649 \u0642\u0631\u0627\u0631\u0627\u062a \u0648\u062a\u0646\u0628\u0624\u0627\u062a \u0630\u0643\u064a\u0629 \u0648\u062f\u0642\u064a\u0642\u0629. \u062d\u064a\u062b \u062a\u0645\u0643\u0646 \u0627\u0644\u0622\u0644\u0627\u062a \u0645\u0646 \u0645\u062d\u0627\u0643\u0627\u0629 \u0627\u0644\u0642\u062f\u0631\u0627\u062a [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":3658,"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 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\u062a\u0639\u062f \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0639\u0645\u0648\u062f \u0627\u0644\u0641\u0642\u0631\u064a \u0644\u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0625\u0644\u0649 \u0642\u0631\u0627\u0631\u0627\u062a \u0648\u062a\u0646\u0628\u0624\u0627\u062a \u0630\u0643\u064a\u0629 \u0648\u062f\u0642\u064a\u0642\u0629. \u062d\u064a\u062b \u062a\u0645\u0643\u0646 \u0627\u0644\u0622\u0644\u0627\u062a \u0645\u0646 \u0645\u062d\u0627\u0643\u0627\u0629 \u0627\u0644\u0642\u062f\u0631\u0627\u062a [&hellip;]","_links":{"self":[{"href":"https:\/\/alarbtech.com\/wp-json\/wp\/v2\/posts\/3645","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/alarbtech.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/alarbtech.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/alarbtech.com\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/alarbtech.com\/wp-json\/wp\/v2\/comments?post=3645"}],"version-history":[{"count":23,"href":"https:\/\/alarbtech.com\/wp-json\/wp\/v2\/posts\/3645\/revisions"}],"predecessor-version":[{"id":4725,"href":"https:\/\/alarbtech.com\/wp-json\/wp\/v2\/posts\/3645\/revisions\/4725"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/alarbtech.com\/wp-json\/wp\/v2\/media\/3658"}],"wp:attachment":[{"href":"https:\/\/alarbtech.com\/wp-json\/wp\/v2\/media?parent=3645"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/alarbtech.com\/wp-json\/wp\/v2\/categories?post=3645"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/alarbtech.com\/wp-json\/wp\/v2\/tags?post=3645"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}