{"id":24431,"date":"2026-02-28T02:31:06","date_gmt":"2026-02-27T23:31:06","guid":{"rendered":"https:\/\/tharaaedu.com\/?p=24431"},"modified":"2026-02-28T02:35:00","modified_gmt":"2026-02-27T23:35:00","slug":"applying-ai-in-businesses","status":"publish","type":"post","link":"https:\/\/tharaaedu.com\/en\/applying-ai-in-businesses\/","title":{"rendered":"\u0642\u0628\u0644 \u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0634\u0631\u0643\u062a\u0643: \u0627\u062d\u0630\u0631 \u0645\u0646 \u062a\u062d\u0648\u064a\u0644 \u0627\u0633\u062a\u062b\u0645\u0627\u0631\u0627\u062a\u0643 \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0625\u0644\u0649 &#8220;\u0645\u0642\u0627\u0628\u0631 \u0644\u0644\u0623\u0645\u0648\u0627\u0644&#8221;!"},"content":{"rendered":"<p><span style=\"font-size: 20px;\">\u064a\u062a\u0637\u0644\u0628 \u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0645\u0627 \u0647\u0648 \u0623\u0643\u062b\u0631 \u0645\u0646 \u0645\u062c\u0631\u062f \u0634\u0631\u0627\u0621 \u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0628\u0627\u0647\u0638\u0629 \u0627\u0644\u062b\u0645\u0646.<\/span><\/p>\n<p><span style=\"font-size: 20px;\">\u0641\u0627\u0644\u062d\u0642\u064a\u0642\u0629 \u0627\u0644\u0645\u0631\u0629 \u0647\u064a \u0623\u0646 \u0627\u0644\u0643\u062b\u064a\u0631 \u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u062a\u0641\u0634\u0644 \u0648\u062a\u062a\u062d\u0648\u0644 \u0625\u0644\u0649 \u0645\u0642\u0627\u0628\u0631 \u0644\u0644\u0623\u0645\u0648\u0627\u0644\u061b \u0628\u0633\u0628\u0628 \u063a\u064a\u0627\u0628 \u0627\u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0627\u0644\u0648\u0627\u0636\u062d\u0629\u060c \u0648\u0633\u0648\u0621 \u062d\u0627\u0644\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062f\u0627\u062e\u0644\u064a\u0629\u060c \u0648\u0641\u062c\u0648\u0629 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0628\u064a\u0646 \u0627\u0644\u0625\u062f\u0627\u0631\u0629 \u0648\u0627\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u0642\u0646\u064a\u0629.<\/span><\/p>\n<p><span style=\"font-size: 20px;\">\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u064a\u0633 \u062d\u0644\u0627\u064b \u0641\u0648\u0631\u064a\u0627\u064b \u0644\u0644\u0645\u0634\u0627\u0643\u0644 \u0627\u0644\u0625\u062f\u0627\u0631\u064a\u0629\u060c \u0628\u0644 \u0647\u0648 &#8216;\u0645\u064f\u0633\u0631\u0651\u0639&#8217;\u061b \u0641\u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u0639\u0645\u0644\u064a\u0627\u062a\u0643 \u0627\u0644\u0625\u062f\u0627\u0631\u064a\u0629 \u0641\u0648\u0636\u0648\u064a\u0629\u060c \u0633\u064a\u0642\u0648\u0645 \u0627\u0644\u0640 AI \u0628\u062a\u0633\u0631\u064a\u0639 \u0647\u0630\u0647 \u0627\u0644\u0641\u0648\u0636\u0649 \u0641\u0642\u0637.<\/span><\/p>\n<p><span style=\"font-size: 20px;\">\u0644\u0630\u0627 \u0625\u0646 \u0643\u0646\u062a \u062a\u0631\u064a\u062f \u0645\u0648\u0627\u0643\u0628\u0629 \u0627\u0644\u062a\u0642\u062f\u0645\u060c \u0648\u0625\u062f\u062e\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0634\u0631\u0643\u062a\u0643\u061b \u0642\u0645 \u0628\u0642\u0631\u0627\u0621\u0629 \u0647\u0630\u0627 \u0627\u0644\u0645\u0642\u0627\u0644 \u062d\u062a\u0649 \u062a\u062a\u062c\u0646\u0628 \u0627\u0644\u0645\u0633\u0627\u0648\u0626 \u0627\u0644\u062a\u064a \u0642\u062f \u064a\u0633\u0628\u0628\u0647\u0627 \u0628\u062f\u0648\u0646 \u0642\u0635\u062f \u0645\u0646\u0643 \u0623\u0648 \u0645\u0646 \u0641\u0631\u064a\u0642 \u0645\u0648\u0638\u0641\u064a\u0643.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2><b>1. \u0648\u0647\u0645 &#8220;\u0627\u0644\u062d\u0644 \u0627\u0644\u062c\u0627\u0647\u0632&#8221;: \u0644\u0645\u0627\u0630\u0627 \u0644\u0646 \u064a\u0646\u0642\u0630\u0643 \u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0627\u0644\u0634\u0631\u0643\u0629 \u0645\u0646 \u0627\u0644\u0641\u0648\u0636\u0649 \u0627\u0644\u0625\u062f\u0627\u0631\u064a\u0629\u061f<\/b><\/h2>\n<p><span style=\"font-size: 20px;\">\u0627\u0644\u062e\u0637\u0623 \u0627\u0644\u0642\u0627\u062a\u0644 \u0627\u0644\u0623\u0648\u0644 \u0627\u0644\u0630\u064a \u064a\u0642\u0639 \u0641\u064a\u0647 \u0627\u0644\u0645\u062f\u064a\u0631 \u0627\u0644\u062a\u0646\u0641\u064a\u0630\u064a\u060c \u0647\u0648 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 <b>\u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/b> \u0641\u064a \u0634\u0631\u0643\u062a\u0647 \u0643\u0623\u0646\u0647 \u062d\u0644 \u062a\u0642\u0646\u064a &#8220;\u062c\u0627\u0647\u0632 \u0644\u0644\u062a\u0634\u063a\u064a\u0644&#8221; (Plug-and-Play) \u0644\u0645\u0634\u0627\u0643\u0644 \u0625\u062f\u0627\u0631\u064a\u0629 \u0645\u062a\u062c\u0630\u0631\u0629.<\/span><\/p>\n<p><span style=\"font-size: 20px;\">\u0641\u0645\u062b\u0644\u0627\u064b \u0642\u062f \u064a\u0638\u0646 \u0627\u0644\u0628\u0639\u0636 \u0623\u0646 \u062c\u0644\u0628 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0630\u0643\u064a\u0629 \u0633\u064a\u062d\u0644 \u0645\u0634\u0643\u0644\u0629 \u0627\u0646\u062e\u0641\u0627\u0636 \u0627\u0644\u0645\u0628\u064a\u0639\u0627\u062a \u062a\u0644\u0642\u0627\u0626\u064a\u0627\u064b\u060c \u062f\u0648\u0646 \u0627\u0644\u0633\u0624\u0627\u0644 \u0639\u0646 \u0627\u0644\u0623\u0633\u0628\u0627\u0628 \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u0629 \u0645\u062b\u0644:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-size: 20px;\">\u0647\u0644 \u0627\u0644\u0645\u0646\u062a\u062c \u0633\u064a\u0621\u061f<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-size: 20px;\">\u0623\u0645 \u0623\u0646 \u0641\u0631\u064a\u0642 \u0627\u0644\u062a\u0633\u0648\u064a\u0642 \u0636\u0639\u064a\u0641\u061f<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-size: 20px;\">\u0623\u0645 \u063a\u064a\u0631 \u0630\u0644\u0643\u061f<\/span><\/li>\n<\/ul>\n<p><span style=\"font-size: 20px;\">\u0627\u0644\u062d\u0642\u064a\u0642\u0629 \u0623\u0646 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0647\u0648 &#8220;\u0645\u064f\u0633\u0631\u0651\u0639&#8221; (Accelerator) \u0641\u0642\u0637.<\/span><\/p>\n<p><span style=\"font-size: 20px;\">\u0641\u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u0639\u0645\u0644\u064a\u0627\u062a \u0634\u0631\u0643\u062a\u0643 (Processes) \u062a\u0639\u0627\u0646\u064a \u0645\u0646 \u0627\u0644\u0641\u0648\u0636\u0649\u060c \u0641\u0625\u0646 <b>\u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/b> \u0633\u064a\u0642\u0648\u0645 \u0628\u0628\u0633\u0627\u0637\u0629 \u0628\u0640 &#8220;\u062a\u0633\u0631\u064a\u0639 \u0647\u0630\u0647 \u0627\u0644\u0641\u0648\u0636\u0649&#8221;.<\/span><\/p>\n<p><span style=\"font-size: 20px;\">\u0627\u0644\u0640 AI \u0644\u064a\u0633 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0628\u062f\u064a\u0644\u0629\u060c \u0628\u0644 \u0647\u0648 \u0623\u062f\u0627\u0629 \u062a\u0642\u0646\u064a\u0629 \u064a\u062c\u0628 \u0623\u0646 \u062a\u062e\u062f\u0645 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0639\u0645\u0644 \u0648\u0627\u0636\u062d\u0629 \u0648\u0623\u0647\u062f\u0627\u0641\u0627\u064b \u0645\u062d\u062f\u062f\u0629 (Business Case)\u061b \u0648\u0628\u062f\u0648\u0646\u0647\u0627\u060c \u0644\u0646 \u062a\u0642\u062f\u0645 \u0644\u0643 \u0627\u0644\u0623\u062f\u0627\u0629 \u0623\u064a \u0641\u0627\u0626\u062f\u0629 \u062a\u0630\u0643\u0631.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2><b>2. \u0645\u0633\u062a\u0646\u0642\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a: \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u0645\u062e\u0641\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u062f\u0645\u0631 \u0645\u064a\u0632\u0627\u0646\u064a\u0627\u062a \u0641\u064a \u0627\u0644\u0634\u0631\u0643\u0629<\/b><\/h2>\n<p><span style=\"font-size: 20px;\">\u0627\u0644\u0643\u062b\u064a\u0631 \u0645\u0646 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u062a\u062d\u0627\u0648\u0644 \u0628\u0646\u0627\u0621 \u0646\u0627\u0637\u062d\u0629 \u0633\u062d\u0627\u0628 (\u0646\u0645\u0648\u0630\u062c \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a) \u0641\u0648\u0642 \u0623\u0631\u0636 \u0631\u062e\u0648\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/span><\/p>\n<p><span style=\"font-size: 20px;\">\u0641\u0639\u0646\u062f <b>\u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0627\u0644\u0634\u0631\u0643\u0629<\/b>\u060c \u062a\u0643\u062a\u0634\u0641 \u0627\u0644\u0625\u062f\u0627\u0631\u0629 \u0623\u0646 \u0628\u064a\u0627\u0646\u0627\u062a\u0647\u0627 \u0639\u0628\u0627\u0631\u0629 \u0639\u0646 \u0643\u0627\u0628\u0648\u0633:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-size: 20px;\">\u0645\u0644\u0641\u0627\u062a Excel \u0645\u0634\u062a\u062a\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-size: 20px;\">\u0623\u0631\u0642\u0627\u0645 \u0645\u0643\u0631\u0631\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-size: 20px;\">\u0648\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0627\u0644\u064a\u0629 \u0641\u064a \u062c\u0632\u0631 \u0645\u0646\u0639\u0632\u0644\u0629 \u0644\u0627 \u062a\u062a\u062d\u062f\u062b \u0645\u0639 \u0628\u0639\u0636\u0647\u0627<\/span><\/li>\n<\/ul>\n<p><span style=\"font-size: 20px;\">\u0628\u064a\u0646\u0645\u0627 \u0641\u064a \u0627\u0644\u0648\u0627\u0642\u0639\u060c \u064a\u062d\u062a\u0627\u062c \u062e\u0628\u0631\u0627\u0621 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0642\u0636\u0627\u0621 \u062d\u0648\u0627\u0644\u064a 80% \u0645\u0646 \u0648\u0642\u062a \u0639\u0645\u0644\u0647\u0645 \u0641\u064a &#8220;\u062a\u0646\u0638\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a&#8221; \u0648\u0644\u064a\u0633 \u0641\u064a \u0627\u0644\u0627\u0628\u062a\u0643\u0627\u0631.<\/span><\/p>\n<p><span style=\"font-size: 20px;\">\u0648\u0627\u0644\u0642\u0627\u0639\u062f\u0629 \u0627\u0644\u0630\u0647\u0628\u064a\u0629 \u0647\u0646\u0627 \u0647\u064a: &#8220;\u0623\u0646 \u0627\u0644\u0645\u062f\u062e\u0644\u0627\u062a \u0627\u0644\u0633\u064a\u0626\u0629 \u062a\u0639\u0637\u064a \u0645\u062e\u0631\u062c\u0627\u062a \u0633\u064a\u0626\u0629&#8221; (Garbage In, Garbage Out).<\/span><\/p>\n<p><span style=\"font-size: 20px;\">\u0644\u0630\u0627\u060c \u0644\u0627 \u062a\u0636\u062e \u0631\u064a\u0627\u0644\u0627\u064b \u0648\u0627\u062d\u062f\u0627\u064b \u0641\u064a <b>\u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/b> \u0642\u0628\u0644 \u0623\u0646 \u062a\u0633\u062a\u062b\u0645\u0631 \u0641\u064a \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062d\u0648\u0643\u0645\u062a\u0647\u0627.<\/span><\/p>\n<p><span style=\"font-size: 20px;\">\u0648\u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0631\u064a\u062f \u0645\u0639\u0631\u0641\u0629 \u0627\u0644\u0645\u0632\u064a\u062f \u062d\u0648\u0644 <a href=\"https:\/\/tharaaedu.com\/en\/courses\/data-analysis-and-business-intelligence-bootcamp\/\" target=\"_blank\" rel=\"noopener\">\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0630\u0643\u0627\u0621 \u0627\u0644\u0623\u0639\u0645\u0627\u0644<\/a>\u060c \u0623\u0648 \u0645\u062c\u0627\u0644 <a href=\"https:\/\/tharaaedu.com\/en\/courses\/data-engineer\/\" target=\"_blank\" rel=\"noopener\">Data Engineering<\/a> \u0648\u062f\u0648\u0631\u0647 \u0641\u064a \u0633\u0648\u0642 \u0627\u0644\u0639\u0645\u0644\u060c \u0628\u0625\u0645\u0643\u0627\u0646\u0643 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0645\u0639\u0646\u0627 \u0644\u0645\u0639\u0631\u0641\u0629 \u0627\u0644\u0645\u0632\u064a\u062f \u062d\u0648\u0644 <a href=\"https:\/\/tharaaedu.com\/en\/courses\/\" target=\"_blank\" rel=\"noopener\">\u0628\u0631\u0627\u0645\u062c\u0646\u0627 \u0627\u0644\u062a\u062f\u0631\u064a\u0628\u064a\u0629<\/a> \u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u0645\u062c\u0627\u0644\u0627\u062a\u060c \u0648\u0633\u0646\u0643\u0648\u0646 \u0645\u0639\u0643.<\/span><\/p>\n<p><span style=\"font-size: 20px;\">\u0645\u0639 \u0627\u0644\u0639\u0644\u0645 \u0623\u0646\u0646\u0627 \u0646\u0639\u062a\u0645\u062f \u0628\u0634\u0643\u0644 \u0623\u0633\u0627\u0633\u064a \u0639\u0644\u0649 \u062a\u0648\u0641\u064a\u0631 \u0634\u0647\u0627\u062f\u0627\u062a \u0645\u0647\u0646\u064a\u0629 \u0645\u0639\u062a\u0645\u062f\u0629 \u0648\u0642\u064a\u0645\u0629 \u0645\u0631\u062a\u0641\u0639\u0629 \u0641\u064a \u0623\u064a <a href=\"https:\/\/tharaaedu.com\/en\/courses\/\" target=\"_blank\" rel=\"noopener\">Training program<\/a> \u0646\u0642\u062f\u0645\u0647 \u0628\u0641\u0636\u0644 \u0627\u0644\u0644\u0647 \u062a\u0639\u0627\u0644\u0649.<\/span><\/p>\n<p><span style=\"font-size: 20px;\">\u0648\u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u0627\u0637\u0644\u0627\u0639 \u0628\u0646\u0641\u0633\u0643 \u0639\u0644\u0649 \u0627\u0644\u0628\u0639\u0636 \u0645\u0646 \u0627\u0646\u062c\u0627\u0632\u0627\u062a \u0648\u0622\u0631\u0627\u0621 \u0645\u062a\u062f\u0631\u0628\u064a\u0646\u0627 \u0645\u0646 <a href=\"https:\/\/tharaaedu.com\/en\/our-students\/\" target=\"_blank\" rel=\"noopener\">\u0647\u0646\u0627<\/a>.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2><b>3. \u0641\u062c\u0648\u0629 \u0627\u0644\u062a\u0631\u062c\u0645\u0629: \u0644\u0645\u0627\u0630\u0627 \u064a\u0641\u0634\u0644 \u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0628\u064a\u0646 \u0644\u063a\u0629 \u0627\u0644\u0645\u0627\u0644 \u0648\u0644\u063a\u0629 \u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0627\u062a\u061f<\/b><\/h2>\n<p><span style=\"font-size: 20px;\">\u0647\u0630\u0627 \u0647\u0648 \u0627\u0644\u0633\u0628\u0628 \u0627\u0644\u0643\u0644\u0627\u0633\u064a\u0643\u064a \u0644\u0644\u0641\u0634\u0644\u061b \u0627\u0644\u0645\u062f\u064a\u0631 \u064a\u062a\u062d\u062f\u062b \u0628\u0644\u063a\u0629 \u0627\u0644\u0623\u0631\u0628\u0627\u062d \u0648\u0627\u0644\u062d\u0635\u0629 \u0627\u0644\u0633\u0648\u0642\u064a\u0629\u060c \u0628\u064a\u0646\u0645\u0627 \u0639\u0627\u0644\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u064a\u062a\u062d\u062f\u062b \u0628\u0644\u063a\u0629 \u0627\u0644\u0645\u0639\u0627\u062f\u0644\u0627\u062a \u0648\u062f\u0642\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c.<\/span><\/p>\n<p><span style=\"font-size: 20px;\">\u0642\u062f \u062a\u0646\u062c\u062d \u0641\u064a <b>\u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/b> \u0641\u064a \u0634\u0631\u0643\u062a\u0643 \u0644\u0628\u0646\u0627\u0621 \u0646\u0645\u0648\u0630\u062c \u064a\u062a\u0648\u0642\u0639 \u0646\u0633\u0628 \u0647\u0631\u0648\u0628 \u0627\u0644\u0639\u0645\u0644\u0627\u0621.<\/span><\/p>\n<p><span style=\"font-size: 20px;\">\u0644\u0643\u0646\u0647 \u0633\u064a\u0628\u0642\u0649 \u0628\u0644\u0627 \u0642\u064a\u0645\u0629 \u0625\u0630\u0627 \u0644\u0645 \u062a\u0639\u0631\u0641 \u0627\u0644\u0625\u062f\u0627\u0631\u0629 \u0643\u064a\u0641 \u062a\u062a\u0631\u062c\u0645 \u0647\u0630\u0627 \u0627\u0644\u062a\u0648\u0642\u0639 \u0625\u0644\u0649 \u0642\u0631\u0627\u0631 \u062a\u062c\u0627\u0631\u064a \u0645\u0644\u0645\u0648\u0633.<\/span><\/p>\n<p><span style=\"font-size: 20px;\">\u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u064a\u0641\u0634\u0644 \u0644\u0623\u0646 \u0627\u0644\u0625\u062f\u0627\u0631\u0629 \u0644\u0645 \u062a\u062d\u062f\u062f &#8220;\u0633\u064a\u0627\u0642 \u0627\u0644\u0628\u064a\u0632\u0646\u0633&#8221;\u060c \u0648\u0627\u0644\u062a\u0642\u0646\u064a \u0644\u0645 \u064a\u0633\u0623\u0644 \u0639\u0646 \u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0646\u062a\u0627\u0626\u062c.<\/span><\/p>\n<p><span style=\"font-size: 20px;\">\u0648\u0628\u0627\u0644\u062a\u0627\u0644\u064a \u0627\u0644\u0646\u062a\u064a\u062c\u0629 \u062a\u0643\u0648\u0646 \u0646\u0645\u0648\u0630\u062c\u0627\u064b \u0630\u0643\u064a\u0627\u064b \u062c\u062f\u0627\u064b\u060c \u0644\u0643\u0646\u0647 \u063a\u064a\u0631 \u0642\u0627\u0628\u0644 \u0644\u0644\u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0641\u0639\u0644\u064a.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2><b>4. \u062b\u0642\u0627\u0641\u0629 \u0645\u0642\u0627\u0648\u0645\u0629 \u0627\u0644\u062a\u063a\u064a\u064a\u0631<\/b><\/h2>\n<p><span style=\"font-size: 20px;\">\u0628\u0645\u062c\u0631\u062f \u0630\u0643\u0631 \u0643\u0644\u0645\u0629 &#8220;\u0623\u062a\u0645\u062a\u0629&#8221; \u0623\u0648 &#8220;\u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a&#8221;\u060c \u064a\u0628\u062f\u0623 \u0628\u0639\u0636 \u0627\u0644\u0645\u0648\u0638\u0641\u064a\u0646 \u0641\u064a \u0627\u0644\u0634\u0639\u0648\u0631 \u0628\u0627\u0644\u062e\u0637\u0631 \u0639\u0644\u0649 \u0648\u0638\u0627\u0626\u0641\u0647\u0645.<\/span><\/p>\n<p><span style=\"font-size: 20px;\">\u0647\u0630\u0627 \u0627\u0644\u062e\u0648\u0641 \u0642\u062f \u064a\u0648\u0644\u062f \u0645\u0642\u0627\u0648\u0645\u0629 \u0633\u0644\u0628\u064a\u0629\u061b \u0641\u0642\u062f \u064a\u062a\u0639\u0645\u062f \u0628\u0639\u0636 \u0627\u0644\u0645\u0648\u0638\u0641\u064a\u0646 \u0625\u062f\u062e\u0627\u0644 \u0628\u064a\u0627\u0646\u0627\u062a \u062e\u0627\u0637\u0626\u0629 \u0623\u0648 \u062a\u062c\u0627\u0647\u0644 \u062a\u0648\u0635\u064a\u0627\u062a \u0627\u0644\u0646\u0638\u0627\u0645 \u0644\u0625\u062b\u0628\u0627\u062a \u0641\u0634\u0644\u0647.<\/span><\/p>\n<p><span style=\"font-size: 20px;\">\u0646\u062c\u0627\u062d <b>\u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0627\u0644\u0634\u0631\u0643\u0627\u062a<\/b> \u0644\u064a\u0633 \u0645\u0634\u0631\u0648\u0639\u0627\u064b \u062a\u0642\u0646\u064a\u0627\u064b \u0641\u062d\u0633\u0628\u060c \u0628\u0644 \u0647\u0648 \u0645\u0634\u0631\u0648\u0639 &#8220;\u0625\u062f\u0627\u0631\u0629 \u062a\u063a\u064a\u064a\u0631&#8221;.<\/span><\/p>\n<p><span style=\"font-size: 20px;\">\u0625\u0630\u0627 \u0644\u0645 \u062a\u0632\u0631\u0639 \u062b\u0642\u0627\u0641\u0629 \u062a\u0639\u062a\u0628\u0631 \u0627\u0644\u0640 AI &#8220;\u0645\u0633\u0627\u0639\u062f \u0637\u064a\u0627\u0631&#8221; \u0648\u0644\u064a\u0633 \u0628\u062f\u064a\u0644\u0627\u064b \u0644\u0644\u0645\u0648\u0638\u0641\u060c \u0641\u0631\u0628\u0645\u0627 \u064a\u0642\u0648\u0645 \u0641\u0631\u064a\u0642\u0643 \u0628\u0642\u062a\u0644 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0628\u0628\u0637\u0621.<\/span><\/p>\n<p><span style=\"font-size: 20px;\">\u0648\u0639\u0644\u0649 \u0627\u0644\u0631\u063a\u0645 \u0645\u0646 \u0623\u0646 \u0647\u0630\u0627 \u0627\u0644\u0641\u0639\u0644 \u0644\u0627 \u064a\u0642\u0648\u0645 \u0628\u0647 \u0627\u0644\u0643\u062b\u064a\u0631 \u0645\u0646 \u0627\u0644\u0645\u0648\u0638\u0641\u064a\u0646\u060c \u0625\u0644\u0627 \u0623\u0646\u0647 \u0644\u0627 \u0632\u0627\u0644 \u0627\u062d\u062a\u0645\u0627\u0644 \u0648\u0644\u0648 \u0635\u063a\u064a\u0631.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2><b>5. \u0641\u062e &#8220;\u0627\u0644\u0631\u0628\u062d \u0627\u0644\u0633\u0631\u064a\u0639&#8221;: \u0644\u0645\u0627\u0630\u0627 \u064a\u062d\u062a\u0627\u062c \u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0625\u0644\u0649 \u0646\u064e\u0641\u064e\u0633 \u0637\u0648\u064a\u0644\u061f<\/b><\/h2>\n<p><span style=\"font-size: 20px;\">\u0627\u0644\u0645\u062f\u0631\u0627\u0621 \u0627\u0644\u0645\u0639\u062a\u0627\u062f\u0648\u0646 \u0639\u0644\u0649 \u0634\u0631\u0627\u0621 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629 \u064a\u062a\u0648\u0642\u0639\u0648\u0646 \u0639\u0627\u0626\u062f\u0627\u064b \u062e\u0644\u0627\u0644 3 \u0623\u0634\u0647\u0631\u060c \u0644\u0643\u0646 <b>\u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <\/b>\u0641\u064a \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0645\u062e\u062a\u0644\u0641 \u062a\u0645\u0627\u0645\u0627\u064b.<\/span><\/p>\n<p><span style=\"font-size: 20px;\">\u0641\u0647\u0648 \u0623\u0642\u0631\u0628 \u0644\u0644\u0628\u062d\u062b \u0627\u0644\u0639\u0644\u0645\u064a\u061b \u0639\u0645\u0644\u064a\u0629 \u062a\u062c\u0631\u064a\u0628\u064a\u0629 \u0648\u0627\u062d\u062a\u0645\u0627\u0644\u064a\u0629 \u0642\u062f \u062a\u0641\u0634\u0644 \u0641\u064a\u0647\u0627 \u0639\u0634\u0631\u0627\u062a \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0642\u0628\u0644 \u0627\u0644\u0648\u0635\u0648\u0644 \u0644\u0644\u0646\u062c\u0627\u062d.<\/span><\/p>\n<p><span style=\"font-size: 20px;\">\u0627\u0644\u0646\u0645\u0648\u0630\u062c \u064a\u062d\u062a\u0627\u062c \u0648\u0642\u062a\u0627\u064b &#8220;\u0644\u064a\u062a\u0639\u0644\u0645&#8221;\u060c \u0648\u062f\u0642\u062a\u0647 \u0642\u062f \u062a\u062a\u0630\u0628\u0630\u0628 \u0648\u062a\u062d\u062a\u0627\u062c \u0644\u0635\u064a\u0627\u0646\u0629 \u0645\u0633\u062a\u0645\u0631\u0629.<\/span><\/p>\n<p><span style=\"font-size: 20px;\">\u0641\u0627\u0644\u0645\u062f\u064a\u0631 \u0627\u0644\u0630\u064a \u064a\u0633\u0623\u0644 \u0643\u0644 \u0623\u0633\u0628\u0648\u0639 \u0639\u0646 \u0627\u0644\u0639\u0627\u0626\u062f \u0627\u0644\u0645\u0627\u0644\u064a \u0627\u0644\u0641\u0648\u0631\u064a \u064a\u062e\u0646\u0642 \u0627\u0644\u0627\u0628\u062a\u0643\u0627\u0631\u061b \u0644\u0623\u0646 <b>\u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/b> \u0647\u0648 \u0627\u0633\u062a\u062b\u0645\u0627\u0631 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a \u0637\u0648\u064a\u0644 \u0627\u0644\u0623\u0645\u062f\u060c \u0648\u0644\u064a\u0633 \u0648\u0633\u064a\u0644\u0629 \u0644\u0631\u0628\u062d \u0633\u0631\u064a\u0639 \u0641\u064a \u0631\u0628\u0639 \u0645\u0627\u0644\u064a \u0648\u0627\u062d\u062f.<\/span><\/p>\n<table data-path-to-node=\"12\">\n<thead>\n<tr>\n<td><span style=\"font-size: 20px;\"><strong>\u0633\u0628\u0628 \u0627\u0644\u0641\u0634\u0644<\/strong><\/span><\/td>\n<td><span style=\"font-size: 20px;\"><strong>\u0627\u0644\u062a\u0648\u0635\u064a\u0629 \u0627\u0644\u0645\u0647\u0646\u064a\u0629 (\u0627\u0644\u062d\u0644)<\/strong><\/span><\/td>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><span style=\"font-size: 20px;\">\u063a\u064a\u0627\u0628 \u0627\u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0627\u0644\u0648\u0627\u0636\u062d\u0629<\/span><\/td>\n<td>\n<p id=\"p-rc_2c39f4f46c001321-73\" data-path-to-node=\"12,1,1,0\"><span style=\"font-size: 20px;\">\u062a\u062d\u062f\u064a\u062f \u0647\u062f\u0641 \u0627\u0644\u0628\u064a\u0632\u0646\u0633 \u0642\u0628\u0644 \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u062a\u0642\u0646\u064a\u0629.<\/span><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-size: 20px;\">\u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0639\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a &#8220;\u0642\u0630\u0631\u0629&#8221;<\/span><\/td>\n<td>\n<p id=\"p-rc_2c39f4f46c001321-74\" data-path-to-node=\"12,2,1,0\"><span style=\"font-size: 20px;\">\u0627\u0644\u0627\u0633\u062a\u062b\u0645\u0627\u0631 \u0641\u064a \u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a (Data Engineering) \u0623\u0648\u0644\u0627\u064b.<\/span><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-size: 20px;\">\u0641\u062c\u0648\u0629 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0628\u064a\u0646 \u0627\u0644\u0625\u062f\u0627\u0631\u0629 \u0648\u0627\u0644\u062a\u0642\u0646\u064a\u064a\u0646<\/span><\/td>\n<td>\n<p id=\"p-rc_2c39f4f46c001321-75\" data-path-to-node=\"12,3,1,0\"><span style=\"font-size: 20px;\">\u0628\u0646\u0627\u0621 &#8220;\u0645\u062a\u0631\u062c\u0645\u064a\u0646&#8221; \u064a\u0641\u0647\u0645\u0648\u0646 \u0644\u063a\u0629 \u0627\u0644\u0645\u0627\u0644 \u0648\u0644\u063a\u0629 \u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0627\u062a.<\/span><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-size: 20px;\">\u0625\u0647\u0645\u0627\u0644 \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u062a\u063a\u064a\u064a\u0631 \u0648\u0627\u0644\u062b\u0642\u0627\u0641\u0629<\/span><\/td>\n<td>\n<p id=\"p-rc_2c39f4f46c001321-76\" data-path-to-node=\"12,4,1,0\"><span style=\"font-size: 20px;\">\u0625\u0642\u0646\u0627\u0639 \u0627\u0644\u0645\u0648\u0638\u0641 \u0623\u0646 \u0627\u0644\u0640 AI &#8220;\u0645\u0633\u0627\u0639\u062f \u0637\u064a\u0627\u0631&#8221; \u0648\u0644\u064a\u0633 \u0628\u062f\u064a\u0644\u0627\u064b \u0644\u0647.<\/span><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-size: 20px;\">\u0639\u0642\u0644\u064a\u0629 \u0627\u0644\u0631\u0628\u062d \u0627\u0644\u0633\u0631\u064a\u0639<\/span><\/td>\n<td>\n<p id=\"p-rc_2c39f4f46c001321-77\" data-path-to-node=\"12,5,1,0\"><span style=\"font-size: 20px;\">\u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0640 AI \u0643\u0627\u0633\u062a\u062b\u0645\u0627\u0631 \u0637\u0648\u064a\u0644 \u0627\u0644\u0623\u062c\u0644 (Long-term Game).<\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: 20px;\">\u0627\u0644\u0642\u0631\u0627\u0631 \u0627\u0644\u0622\u0646 \u0641\u064a \u0627\u0646\u062a\u0638\u0627\u0631\u0643 \u0644\u0623\u062e\u0630\u0647\u061b \u0641\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0647\u0648 \u0633\u0644\u0627\u062d \u064a\u0633\u0627\u0647\u0645 \u0628\u0634\u0643\u0644\u064d \u0623\u0648 \u0628\u0622\u062e\u0631 \u0645\u0646 \u0633\u064a\u0628\u0642\u0649 \u0641\u064a \u0627\u0644\u0633\u0648\u0642 \u0648\u0645\u0646 \u0633\u064a\u062e\u062a\u0641\u064a \u062e\u0644\u0627\u0644 \u0627\u0644\u0633\u0646\u0648\u0627\u062a \u0627\u0644\u0642\u0627\u062f\u0645\u0629.<\/span><\/p>\n<p><span style=\"font-size: 20px;\">\u0644\u0643\u0646 \u062a\u0630\u0643\u0631 \u062f\u0627\u0626\u0645\u0627\u064b \u0623\u0646 \u0634\u0631\u0627\u0621 \u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0640\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0627 \u064a\u062c\u0639\u0644 \u0634\u0631\u0643\u062a\u0643 \u0630\u0643\u064a\u0629\u060c \u0641\u0627\u0644\u062a\u062d\u0648\u0644 \u0627\u0644\u062d\u0642\u064a\u0642\u064a \u064a\u0628\u062f\u0623 \u0645\u0646 \u0627\u0644\u0627\u0633\u062a\u0639\u062f\u0627\u062f \u062c\u064a\u062f\u0627\u064b \u0648\u0645\u0646 \u062b\u0642\u0627\u0641\u062a\u0643 \u0627\u0644\u0625\u062f\u0627\u0631\u064a\u0629.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-size: 20px;\">\u0641\u064a <b>&#8220;\u062b\u0631\u0627\u0621 \u0644\u0644\u062a\u062f\u0631\u064a\u0628&#8221;<\/b>\u060c \u0646\u062d\u0646 \u0646\u0624\u0645\u0646 \u0628\u0623\u0646 \u0627\u0644\u0633\u0648\u0642 \u0644\u0627 \u064a\u062d\u062a\u0627\u062c \u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0628\u0631\u0645\u062c\u064a\u0646 \u0641\u0642\u0637\u060c \u0628\u0644 \u0647\u0648 \u062c\u0627\u0626\u0639 \u0644\u0640 &#8220;\u0642\u0627\u062f\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a&#8221;.<\/span><\/p>\n<p><span style=\"font-size: 20px;\">\u0644\u0630\u0627 \u0645\u0646 \u0623\u0647\u0645 <a href=\"https:\/\/tharaaedu.com\/en\/courses\/\" target=\"_blank\" rel=\"noopener\">Training programs<\/a> \u0627\u0644\u062a\u064a \u0646\u0642\u062f\u0645\u0647\u0627 \u062a\u0643\u0648\u0646 \u0641\u064a <a href=\"https:\/\/tharaaedu.com\/en\/courses\/data-analysis-and-business-intelligence-bootcamp\/\" target=\"_blank\" rel=\"noopener\">\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0630\u0643\u0627\u0621 \u0627\u0644\u0623\u0639\u0645\u0627\u0644<\/a>\u060c \u0648<a href=\"https:\/\/tharaaedu.com\/en\/courses\/data-engineer\/\" target=\"_blank\" rel=\"noopener\">Data Engineering<\/a>.<\/span><\/p>\n<p><span style=\"font-size: 20px;\">\u0627\u0628\u062f\u0623 \u0627\u0644\u0622\u0646 \u0641\u064a \u062a\u0623\u0647\u064a\u0644 \u0641\u0631\u064a\u0642\u0643 \u0648\u062a\u0623\u0633\u064a\u0633 \u062b\u0642\u0627\u0641\u062a\u0643 \u0645\u0639 &#8220;\u062b\u0631\u0627\u0621 \u0644\u0644\u062a\u062f\u0631\u064a\u0628&#8221;\u061b \u0644\u0623\u0646 \u0645\u0646 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u062d\u0642\u064a\u0642\u064a \u0645\u0627 \u064a\u0643\u0645\u0646 \u0641\u064a \u0627\u0644\u0627\u0633\u062a\u0639\u062f\u0627\u062f \u0642\u0628\u0644 \u0627\u0644\u062a\u0646\u0641\u064a\u0630.<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>\u064a\u062a\u0637\u0644\u0628 \u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0645\u0627 \u0647\u0648 \u0623\u0643\u062b\u0631 \u0645\u0646 \u0645\u062c\u0631\u062f \u0634\u0631\u0627\u0621 \u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0628\u0627\u0647\u0638\u0629 \u0627\u0644\u062b\u0645\u0646. \u0641\u0627\u0644\u062d\u0642\u064a\u0642\u0629 \u0627\u0644\u0645\u0631\u0629 \u0647\u064a \u0623\u0646 \u0627\u0644\u0643\u062b\u064a\u0631 \u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u062a\u0641\u0634\u0644 \u0648\u062a\u062a\u062d\u0648\u0644 \u0625\u0644\u0649 \u0645\u0642\u0627\u0628\u0631 \u0644\u0644\u0623\u0645\u0648\u0627\u0644\u061b \u0628\u0633\u0628\u0628 \u063a\u064a\u0627\u0628 \u0627\u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0627\u0644\u0648\u0627\u0636\u062d\u0629\u060c \u0648\u0633\u0648\u0621 \u062d\u0627\u0644\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062f\u0627\u062e\u0644\u064a\u0629\u060c \u0648\u0641\u062c\u0648\u0629 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0628\u064a\u0646 \u0627\u0644\u0625\u062f\u0627\u0631\u0629 \u0648\u0627\u0644\u0641\u0631\u0642 \u0627\u0644\u062a\u0642\u0646\u064a\u0629. \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u064a\u0633 \u062d\u0644\u0627\u064b \u0641\u0648\u0631\u064a\u0627\u064b \u0644\u0644\u0645\u0634\u0627\u0643\u0644 \u0627\u0644\u0625\u062f\u0627\u0631\u064a\u0629\u060c \u0628\u0644 \u0647\u0648 &#8216;\u0645\u064f\u0633\u0631\u0651\u0639&#8217;\u061b \u0641\u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u0639\u0645\u0644\u064a\u0627\u062a\u0643 \u0627\u0644\u0625\u062f\u0627\u0631\u064a\u0629 \u0641\u0648\u0636\u0648\u064a\u0629\u060c \u0633\u064a\u0642\u0648\u0645 \u0627\u0644\u0640 AI \u0628\u062a\u0633\u0631\u064a\u0639 \u0647\u0630\u0647 \u0627\u0644\u0641\u0648\u0636\u0649 \u0641\u0642\u0637. \u0644\u0630\u0627 \u0625\u0646 \u0643\u0646\u062a \u062a\u0631\u064a\u062f \u0645\u0648\u0627\u0643\u0628\u0629 \u0627\u0644\u062a\u0642\u062f\u0645\u060c \u0648\u0625\u062f\u062e\u0627\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0634\u0631\u0643\u062a\u0643\u061b \u0642\u0645 \u0628\u0642\u0631\u0627\u0621\u0629 \u0647\u0630\u0627 \u0627\u0644\u0645\u0642\u0627\u0644 \u062d\u062a\u0649 \u062a\u062a\u062c\u0646\u0628 \u0627\u0644\u0645\u0633\u0627\u0648\u0626 \u0627\u0644\u062a\u064a \u0642\u062f \u064a\u0633\u0628\u0628\u0647\u0627 \u0628\u062f\u0648\u0646 \u0642\u0635\u062f \u0645\u0646\u0643 \u0623\u0648 \u0645\u0646 \u0641\u0631\u064a\u0642 \u0645\u0648\u0638\u0641\u064a\u0643. &nbsp; 1. \u0648\u0647\u0645 &#8220;\u0627\u0644\u062d\u0644 \u0627\u0644\u062c\u0627\u0647\u0632&#8221;: \u0644\u0645\u0627\u0630\u0627 \u0644\u0646 \u064a\u0646\u0642\u0630\u0643 \u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0627\u0644\u0634\u0631\u0643\u0629 \u0645\u0646 \u0627\u0644\u0641\u0648\u0636\u0649 \u0627\u0644\u0625\u062f\u0627\u0631\u064a\u0629\u061f \u0627\u0644\u062e\u0637\u0623 \u0627\u0644\u0642\u0627\u062a\u0644 \u0627\u0644\u0623\u0648\u0644 \u0627\u0644\u0630\u064a \u064a\u0642\u0639 \u0641\u064a\u0647 \u0627\u0644\u0645\u062f\u064a\u0631 \u0627\u0644\u062a\u0646\u0641\u064a\u0630\u064a\u060c \u0647\u0648 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u0634\u0631\u0643\u062a\u0647 \u0643\u0623\u0646\u0647 \u062d\u0644 \u062a\u0642\u0646\u064a &#8220;\u062c\u0627\u0647\u0632 \u0644\u0644\u062a\u0634\u063a\u064a\u0644&#8221; (Plug-and-Play) \u0644\u0645\u0634\u0627\u0643\u0644 \u0625\u062f\u0627\u0631\u064a\u0629 \u0645\u062a\u062c\u0630\u0631\u0629. \u0641\u0645\u062b\u0644\u0627\u064b \u0642\u062f \u064a\u0638\u0646 \u0627\u0644\u0628\u0639\u0636 \u0623\u0646 \u062c\u0644\u0628 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0630\u0643\u064a\u0629 \u0633\u064a\u062d\u0644 \u0645\u0634\u0643\u0644\u0629 \u0627\u0646\u062e\u0641\u0627\u0636 \u0627\u0644\u0645\u0628\u064a\u0639\u0627\u062a \u062a\u0644\u0642\u0627\u0626\u064a\u0627\u064b\u060c \u062f\u0648\u0646 \u0627\u0644\u0633\u0624\u0627\u0644 \u0639\u0646 \u0627\u0644\u0623\u0633\u0628\u0627\u0628 \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u0629 \u0645\u062b\u0644: \u0647\u0644 \u0627\u0644\u0645\u0646\u062a\u062c \u0633\u064a\u0621\u061f \u0623\u0645 \u0623\u0646 \u0641\u0631\u064a\u0642 \u0627\u0644\u062a\u0633\u0648\u064a\u0642 \u0636\u0639\u064a\u0641\u061f 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