{"id":24799,"date":"2026-05-07T15:37:45","date_gmt":"2026-05-07T12:37:45","guid":{"rendered":"https:\/\/tharaaedu.com\/?p=24799"},"modified":"2026-05-07T15:37:45","modified_gmt":"2026-05-07T12:37:45","slug":"deepfake","status":"publish","type":"post","link":"https:\/\/tharaaedu.com\/en\/deepfake\/","title":{"rendered":"\u0647\u0644 \u0628\u064a\u0627\u0646\u0627\u062a \u0634\u0631\u0643\u062a\u0643 &#8220;\u0645\u0633\u0645\u0648\u0645\u0629&#8221;\u061f \u062f\u0644\u064a\u0644 \u0627\u0644\u0645\u062f\u064a\u0631\u064a\u0646 \u0644\u0645\u0648\u0627\u062c\u0647\u0629 \u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u062a\u0632\u064a\u064a\u0641 \u0627\u0644\u0639\u0645\u064a\u0642 \u0641\u064a 2026"},"content":{"rendered":"<p style=\"text-align: right;\"><span style=\"font-weight: 400;\">\u0646\u0642\u0641 \u0627\u0644\u064a\u0648\u0645 \u0641\u064a \u0639\u0627\u0645 2026 \u0648\u0633\u0637 \u0645\u0634\u0647\u062f \u0625\u0642\u0644\u064a\u0645\u064a \u0648\u0639\u0627\u0644\u0645\u064a \u0628\u0627\u0644\u063a \u0627\u0644\u062a\u0639\u0642\u064a\u062f\u060c \u062d\u064a\u062b \u0623\u0635\u0628\u062d \u0627\u0644\u062a\u0647\u062f\u064a\u062f \u0627\u0644\u0631\u0642\u0645\u064a \u0639\u0628\u0631 \u062a\u0642\u0646\u064a\u0627\u062a <\/span><b>\u0627\u0644\u062a\u0632\u064a\u064a\u0641 \u0627\u0644\u0639\u0645\u064a\u0642<\/b><span style=\"font-weight: 400;\">\u00a0(Deepfake) \u0648\u0627\u0642\u0639\u0627\u064b \u064a\u0641\u0631\u0636 \u0646\u0641\u0633\u0647 \u0639\u0644\u0649 \u0637\u0627\u0648\u0644\u0629 \u0627\u062c\u062a\u0645\u0627\u0639\u0627\u062a \u0627\u0644\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0639\u0644\u064a\u0627.<\/span><\/p>\n<p style=\"text-align: right;\"><span style=\"font-weight: 400;\">\u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u062a\u0627\u0628\u0639 \u0646\u0634\u0631\u0627\u062a \u0627\u0644\u0623\u062e\u0628\u0627\u0631 \u0627\u0644\u064a\u0648\u0645 \u0623\u0648 \u062a\u0631\u0627\u0642\u0628 \u062d\u0631\u0643\u0629 \u0627\u0644\u0623\u0633\u0648\u0627\u0642 \u0627\u0644\u0645\u0627\u0644\u064a\u0629\u060c \u0641\u0645\u0646 \u0627\u0644\u0645\u0624\u0643\u062f \u0623\u0646\u0643 \u0644\u0627\u062d\u0638\u062a \u0630\u0644\u0643 \u0627\u0644\u062a\u063a\u064a\u064a\u0631 \u0627\u0644\u062c\u0630\u0631\u064a \u0641\u064a \u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0644\u0639\u0628\u0629.<\/span><\/p>\n<p style=\"text-align: right;\"><span style=\"font-weight: 400;\">\u0641\u0627\u0644\u062d\u0631\u0648\u0628 \u0648\u0627\u0644\u0635\u0631\u0627\u0639\u0627\u062a \u0644\u0645 \u062a\u0639\u062f \u062a\u0642\u062a\u0635\u0631 \u0639\u0644\u0649 \u0627\u0644\u062d\u062f\u0648\u062f \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a\u0629.<\/span><\/p>\n<p style=\"text-align: right;\"><span style=\"font-weight: 400;\">\u0628\u0644 \u0627\u0646\u062a\u0642\u0644\u062a \u0628\u0633\u0627\u062d\u062a\u0647\u0627 \u0625\u0644\u0649 \u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0634\u0631\u0643\u0627\u062a\u060c \u0634\u0627\u0634\u0627\u062a \u0627\u0644\u0647\u0648\u0627\u062a\u0641 \u0627\u0644\u0630\u0643\u064a\u0629\u060c \u0648\u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0631\u0643\u0632\u064a\u0629.<\/span><\/p>\n<p style=\"text-align: right;\"><span style=\"font-weight: 400;\">\u0646\u062d\u0646 \u0646\u0639\u064a\u0634 \u0627\u0644\u0622\u0646 \u0641\u064a \u0642\u0644\u0628 \u0645\u0627 \u064a\u064f\u0639\u0631\u0641 \u0628\u0640 &#8220;\u0623\u0633\u0644\u062d\u0629 \u0627\u0644\u062c\u064a\u0644 \u0627\u0644\u062e\u0627\u0645\u0633&#8221;.<\/span><\/p>\n<p style=\"text-align: right;\"><span style=\"font-weight: 400;\">\u0648\u0647\u0648 \u0627\u0644\u0639\u0635\u0631 \u0627\u0644\u0630\u064a \u0623\u0635\u0628\u062d\u062a \u0641\u064a\u0647 &#8220;\u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0629&#8221; \u0647\u064a \u0627\u0644\u0630\u062e\u064a\u0631\u0629 \u0627\u0644\u062d\u064a\u0629.<\/span><\/p>\n<p style=\"text-align: right;\"><span style=\"font-weight: 400;\">\u0648&#8221;\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a&#8221; \u0647\u064a \u0647\u062f\u0641 \u063a\u0627\u0644\u064a \u0648\u0645\u0646 \u0627\u0644\u0623\u0643\u062b\u0631 \u0639\u0631\u0636\u0629 \u0644\u0644\u0647\u062c\u0648\u0645 \u0639\u0628\u0631 \u0623\u062f\u0648\u0627\u062a <\/span><b>\u0627\u0644\u062a\u0632\u064a\u064a\u0641 \u0627\u0644\u0639\u0645\u064a\u0642<\/b><span style=\"font-weight: 400;\"> \u0627\u0644\u0645\u062a\u0637\u0648\u0631\u0629.\u00a0<\/span><\/p>\n<p style=\"text-align: right;\"><span style=\"font-weight: 400;\">\u0647\u0630\u0627 \u0627\u0644\u0648\u0627\u0642\u0639 \u064a\u0641\u0631\u0636 \u062a\u0633\u0627\u0624\u0644\u0627\u064b \u0645\u0635\u064a\u0631\u064a\u0627\u064b \u0639\u0644\u0649 \u0643\u0644 \u0645\u062f\u064a\u0631 \u062a\u0646\u0641\u064a\u0630\u064a\u060c \u0648\u0635\u0627\u0646\u0639 \u0642\u0631\u0627\u0631\u060c \u0648\u0634\u0627\u0628 \u064a\u062e\u0637\u0637 \u0644\u0645\u0633\u062a\u0642\u0628\u0644\u0647 \u0627\u0644\u0645\u0647\u0646\u064a \u0641\u064a \u0627\u0644\u0645\u0645\u0644\u0643\u0629 \u0627\u0644\u0639\u0631\u0628\u064a\u0629 \u0627\u0644\u0633\u0639\u0648\u062f\u064a\u0629:\u00a0<\/span><\/p>\n<p style=\"text-align: right;\"><span style=\"font-weight: 400;\">\u0643\u064a\u0641 \u064a\u0645\u0643\u0646\u0646\u0627 \u062d\u0645\u0627\u064a\u0629 \u0627\u0642\u062a\u0635\u0627\u062f\u0646\u0627 \u0648\u0634\u0631\u0643\u0627\u062a\u0646\u0627 \u0645\u0646 \u0647\u0630\u0627 \u0627\u0644\u063a\u0632\u0648 \u0627\u0644\u062e\u0641\u064a\u061f\u00a0<\/span><\/p>\n<p style=\"text-align: right;\"><span style=\"font-weight: 400;\">\u0648\u0643\u064a\u0641 \u064a\u0628\u0631\u0632 \u062f\u0648\u0631 &#8220;\u0645\u062d\u0644\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a&#8221; \u0643\u062d\u0627\u0626\u0637 \u0635\u062f \u0645\u0646\u064a\u0639 \u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u0645\u0648\u0627\u062c\u0647\u0629\u061f<\/span><\/p>\n<h2 style=\"text-align: right;\"><b>\u0627\u0644\u062e\u0637\u0631 \u0627\u0644\u0635\u0627\u0645\u062a: \u0627\u0644\u062a\u0632\u064a\u064a\u0641 \u0627\u0644\u0639\u0645\u064a\u0642 \u064a\u062a\u062c\u0627\u0648\u0632 \u062d\u062f\u0648\u062f \u0627\u0644\u0633\u064a\u0627\u0633\u0629<\/b><\/h2>\n<p style=\"text-align: right;\"><span style=\"font-weight: 400;\">\u062f\u0639\u0646\u0627 \u0646\u062a\u062d\u062f\u062b \u0628\u0635\u0631\u0627\u062d\u0629\u061b \u0639\u0646\u062f\u0645\u0627 \u064a\u064f\u0630\u0643\u0631 \u0645\u0635\u0637\u0644\u062d &#8220;\u062d\u0631\u0628 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a&#8221; \u0623\u0648 <\/span><b>\u0627\u0644\u062a\u0632\u064a\u064a\u0641 \u0627\u0644\u0639\u0645\u064a\u0642<\/b><span style=\"font-weight: 400;\">\u060c \u064a\u062a\u0628\u0627\u062f\u0631 \u0625\u0644\u0649 \u0630\u0647\u0646 \u0627\u0644\u0643\u062b\u064a\u0631\u064a\u0646 \u0645\u0642\u0627\u0637\u0639 \u0641\u064a\u062f\u064a\u0648 \u0645\u0632\u064a\u0641\u0629 \u0644\u0633\u064a\u0627\u0633\u064a\u064a\u0646 \u0623\u0648 \u0645\u0634\u0627\u0647\u064a\u0631.\u00a0<\/span><\/p>\n<p style=\"text-align: right;\"><span style=\"font-weight: 400;\">\u0648\u0644\u0643\u0646 \u0627\u0644\u062d\u0642\u064a\u0642\u0629 \u0627\u0644\u0645\u0631\u0639\u0628\u0629 \u0641\u064a \u0645\u062c\u062a\u0645\u0639 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0627\u0644\u0633\u0639\u0648\u062f\u064a \u0623\u0648 \u0628\u0639\u0636 \u0627\u0644\u062f\u0648\u0644 \u0627\u0644\u0623\u062e\u0631\u0649 \u0627\u0644\u064a\u0648\u0645\u060c \u0647\u064a \u0623\u0646 \u0647\u0630\u0627 \u0627\u0644\u0633\u0644\u0627\u062d \u064a\u062a\u0645 \u062a\u0648\u062c\u064a\u0647\u0647 \u0645\u0628\u0627\u0634\u0631\u0629 \u0646\u062d\u0648 &#8220;\u0627\u0644\u0642\u0637\u0627\u0639 \u0627\u0644\u0627\u0642\u062a\u0635\u0627\u062f\u064a&#8221;.<\/span><\/p>\n<p style=\"text-align: right;\"><span style=\"font-weight: 400;\">\u0644\u0636\u0631\u0628 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0648\u062a\u062d\u0642\u064a\u0642 \u0645\u0643\u0627\u0633\u0628 \u063a\u064a\u0631 \u0645\u0634\u0631\u0648\u0639\u0629 \u0623\u0648 \u0632\u0639\u0632\u0639\u0629 \u0627\u0644\u062b\u0642\u0629 \u0641\u064a \u0627\u0644\u0633\u0648\u0642 \u0627\u0644\u0645\u062d\u0644\u064a.<\/span><\/p>\n<p style=\"text-align: right;\"><span style=\"font-weight: 400;\">\u0625\u0646 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0641\u064a \u0645\u062f\u0646 \u0645\u062b\u0644 \u0627\u0644\u0631\u064a\u0627\u0636\u060c \u062c\u062f\u0629\u060c \u0648\u0627\u0644\u062f\u0645\u0627\u0645 \u062a\u062a\u0639\u0631\u0636 \u064a\u0648\u0645\u064a\u0627\u064b \u0644\u0647\u062c\u0645\u0627\u062a \u0645\u0646 \u0646\u0648\u0639 \u062c\u062f\u064a\u062f \u0643\u0644\u064a\u0627\u064b \u064a\u064f\u0633\u0645\u0649 &#8220;<\/span><b>\u062a\u0633\u0645\u064a\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/b><span style=\"font-weight: 400;\">&#8221; (Data Poisoning) \u0627\u0644\u0645\u0631\u062a\u0628\u0637 \u0628\u062a\u0642\u0646\u064a\u0627\u062a <\/span><b>\u0627\u0644\u062a\u0632\u064a\u064a\u0641 \u0627\u0644\u0639\u0645\u064a\u0642<\/b><span style=\"font-weight: 400;\">.\u00a0<\/span><\/p>\n<p style=\"text-align: right;\"><span style=\"font-weight: 400;\">\u0647\u0630\u0627 \u0627\u0644\u0645\u0635\u0637\u0644\u062d \u0644\u064a\u0633 \u0645\u062c\u0631\u062f \u0645\u0633\u0645\u0649 \u062a\u0642\u0646\u064a\u060c \u0628\u0644 \u0647\u0648 \u0648\u0627\u0642\u0639 \u0645\u0631\u064a\u0631 \u064a\u0648\u0627\u062c\u0647 \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0627\u0644\u062a\u062d\u0648\u0644 \u0627\u0644\u0631\u0642\u0645\u064a \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631.<\/span><\/p>\n<h3 style=\"text-align: right;\"><b>\u0633\u064a\u0646\u0627\u0631\u064a\u0648 \u0643\u0627\u0631\u062b\u064a: \u0643\u064a\u0641 \u064a\u062a\u0645 &#8220;\u062a\u0633\u0645\u064a\u0645&#8221; \u0627\u0642\u062a\u0635\u0627\u062f\u0646\u0627\u061f<\/b><\/h3>\n<p style=\"text-align: right;\"><span style=\"font-weight: 400;\">\u062a\u062e\u064a\u0644 \u0645\u0639\u064a \u0647\u0630\u0627 \u0627\u0644\u0633\u064a\u0646\u0627\u0631\u064a\u0648 \u0627\u0644\u0630\u064a \u0642\u062f \u064a\u062d\u062f\u062b \u0644\u0623\u064a \u0634\u0631\u0643\u0629 \u0627\u0633\u062a\u062b\u0645\u0627\u0631\u064a\u0629 \u0633\u0639\u0648\u062f\u064a\u0629 \u0643\u0628\u064a\u0631\u0629 \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \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\u062a\u062d\u0644\u064a\u0644 \u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0627\u0644\u0633\u0648\u0642 \u0627\u0644\u0639\u0642\u0627\u0631\u064a \u0623\u0648 \u0627\u0644\u0645\u0627\u0644\u064a.\u00a0<\/span><\/p>\n<p style=\"text-align: right;\"><span style=\"font-weight: 400;\">\u064a\u0642\u0648\u0645 \u0642\u0631\u0627\u0635\u0646\u0629 \u0645\u062f\u0639\u0648\u0645\u0648\u0646 \u0628\u062c\u0647\u0627\u062a \u0645\u0639\u0627\u062f\u064a\u0629 \u0628\u0636\u062e \u0622\u0644\u0627\u0641 \u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631 \u0627\u0644\u0648\u0647\u0645\u064a\u0629 \u0648\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0627\u0644\u064a\u0629 \u0627\u0644\u0645\u0632\u064a\u0641\u0629 \u0628\u062f\u0642\u0629 \u0634\u062f\u064a\u062f\u0629 -\u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u062f\u0648\u0627\u062a <\/span><b>\u0627\u0644\u062a\u0632\u064a\u064a\u0641 \u0627\u0644\u0639\u0645\u064a\u0642<\/b><span style=\"font-weight: 400;\"> \u0644\u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0648\u062b\u0627\u0626\u0642- \u062f\u0627\u062e\u0644 \u0642\u0648\u0627\u0639\u062f \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0633\u0648\u0642 \u0627\u0644\u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u062a\u064a \u062a\u0633\u062d\u0628 \u0645\u0646\u0647\u0627 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0645\u0639\u0644\u0648\u0645\u0627\u062a\u0647\u0627.<\/span><\/p>\n<p style=\"text-align: right;\"><span style=\"font-weight: 400;\">\u0627\u0644\u0646\u062a\u064a\u062c\u0629\u061f<\/span><\/p>\n<p style=\"text-align: right;\"><span style=\"font-weight: 400;\">\u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u062a\u0642\u0631\u0623 \u0647\u0630\u0647 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a &#8220;\u0627\u0644\u0645\u0633\u0645\u0648\u0645\u0629&#8221;\u060c \u0648\u062a\u0628\u0646\u064a \u0639\u0644\u064a\u0647\u0627 \u062a\u0648\u0635\u064a\u0627\u062a \u0627\u0633\u062a\u062b\u0645\u0627\u0631\u064a\u0629 \u062e\u0627\u0637\u0626\u0629 \u062a\u0645\u0627\u0645\u0627\u064b.\u00a0<\/span><\/p>\n<p style=\"text-align: right;\"><span style=\"font-weight: 400;\">\u0647\u0630\u0627 \u0644\u0627 \u064a\u0624\u062f\u064a \u0641\u0642\u0637 \u0625\u0644\u0649 \u0627\u062a\u062e\u0627\u0630 \u0642\u0631\u0627\u0631\u0627\u062a \u063a\u064a\u0631 \u062f\u0642\u064a\u0642\u0629\u060c \u0628\u0644 \u0642\u062f \u064a\u0648\u062c\u0647 \u0645\u0644\u0627\u064a\u064a\u0646 \u0627\u0644\u0631\u064a\u0627\u0644\u0627\u062a \u0646\u062d\u0648 \u0627\u0633\u062a\u062b\u0645\u0627\u0631\u0627\u062a \u062e\u0627\u0633\u0631\u0629 \u0646\u0627\u062a\u062c\u0629 \u0639\u0646 \u0641\u062e <\/span><b>\u0627\u0644\u062a\u0632\u064a\u064a\u0641 \u0627\u0644\u0639\u0645\u064a\u0642<\/b><span style=\"font-weight: 400;\"> \u0627\u0644\u0645\u0646\u0635\u0648\u0628 \u0628\u062f\u0642\u0629.<\/span><\/p>\n<h2 style=\"text-align: right;\"><b>\u0623\u0628\u0639\u062f \u0645\u0646 \u0645\u062c\u0631\u062f \u0623\u0631\u0642\u0627\u0645: \u062a\u0632\u064a\u064a\u0641 \u0627\u0644\u0628\u0635\u0645\u0627\u062a \u0627\u0644\u0635\u0648\u062a\u064a\u0629 \u0648\u0633\u0644\u0627\u0633\u0644 \u0627\u0644\u0625\u0645\u062f\u0627\u062f<\/b><\/h2>\n<p style=\"text-align: right;\"><span style=\"font-weight: 400;\">\u062e\u0637\u0631 <\/span><b>\u0627\u0644\u062a\u0632\u064a\u064a\u0641 \u0627\u0644\u0639\u0645\u064a\u0642<\/b><span style=\"font-weight: 400;\"> \u0627\u0645\u062a\u062f \u0644\u064a\u0634\u0645\u0644 \u0623\u0628\u0639\u0627\u062f\u0627\u064b \u0623\u0643\u062b\u0631 \u062e\u0637\u0648\u0631\u0629 \u0641\u064a \u0628\u064a\u0626\u0629 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0633\u0639\u0648\u062f\u064a\u0629:<\/span><\/p>\n<ol style=\"text-align: right;\">\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u062a\u0632\u064a\u064a\u0641 \u0627\u0644\u0628\u0635\u0645\u0627\u062a \u0627\u0644\u0635\u0648\u062a\u064a\u0629:<\/b><span style=\"font-weight: 400;\">\u00a0<\/span><\/li>\n<\/ol>\n<p style=\"text-align: right;\"><span style=\"font-weight: 400;\">\u064a\u062a\u0645 \u062a\u0642\u0644\u064a\u062f \u0623\u0635\u0648\u0627\u062a \u0627\u0644\u0645\u062f\u0631\u0627\u0621 \u0627\u0644\u062a\u0646\u0641\u064a\u0630\u064a\u064a\u0646 \u0628\u062f\u0642\u0629 \u0639\u0628\u0631 \u0628\u0631\u0627\u0645\u062c <\/span><b>\u0627\u0644\u062a\u0632\u064a\u064a\u0641 \u0627\u0644\u0639\u0645\u064a\u0642<\/b><span style=\"font-weight: 400;\"> \u0627\u0644\u0635\u0648\u062a\u064a\u061b \u0644\u0625\u0635\u062f\u0627\u0631 \u0623\u0648\u0627\u0645\u0631 \u062a\u062d\u0648\u064a\u0644 \u0628\u0646\u0643\u064a\u0629 \u0648\u0647\u0645\u064a\u0629\u060c \u0623\u0648 \u062a\u0633\u0631\u064a\u0628 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u062d\u0633\u0627\u0633\u0629 \u062a\u062d\u062a \u0636\u063a\u0637 &#8220;\u0627\u0644\u0633\u0631\u0639\u0629&#8221; \u0627\u0644\u0645\u0632\u0639\u0648\u0645\u0629.<\/span><\/p>\n<ol style=\"text-align: right;\">\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u062a\u0632\u0648\u064a\u0631 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a \u0627\u0644\u0644\u0648\u062c\u0633\u062a\u064a\u0629:<\/b><span style=\"font-weight: 400;\">\u00a0<\/span><\/li>\n<\/ol>\n<p style=\"text-align: right;\"><span style=\"font-weight: 400;\">\u062a\u0648\u0644\u064a\u062f \u0648\u062b\u0627\u0626\u0642 \u0634\u062d\u0646 \u0648\u0645\u0633\u062a\u0646\u062f\u0627\u062a \u062c\u0645\u0631\u0643\u064a\u0629 \u0645\u0632\u0648\u0631\u0629 \u0628\u062a\u0642\u0646\u064a\u0627\u062a <\/span><b>\u0627\u0644\u062a\u0632\u064a\u064a\u0641 \u0627\u0644\u0639\u0645\u064a\u0642<\/b><span style=\"font-weight: 400;\"> \u0644\u0644\u0635\u0648\u0631 \u0648\u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0627\u062a.<\/span><\/p>\n<p style=\"text-align: right;\"><span style=\"font-weight: 400;\">\u0645\u0645\u0627 \u064a\u0631\u0628\u0643 \u0633\u0644\u0627\u0633\u0644 \u0627\u0644\u0625\u0645\u062f\u0627\u062f \u0648\u064a\u0624\u062f\u064a \u0625\u0644\u0649 \u062e\u0633\u0627\u0626\u0631 \u0641\u0627\u062f\u062d\u0629 \u0641\u064a \u0627\u0644\u0642\u0637\u0627\u0639 \u0627\u0644\u0644\u0648\u062c\u0633\u062a\u064a.<\/span><\/p>\n<p style=\"text-align: right;\"><span style=\"font-weight: 400;\">\u0647\u0630\u0627 \u0627\u0644\u062a\u062f\u0641\u0642 \u0627\u0644\u0647\u0627\u0626\u0644 \u0645\u0646 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0645\u0636\u0644\u0644\u0629 \u0642\u062f \u064a\u0643\u0648\u0646 \u0633\u0628\u0628\u0627\u064b \u0641\u064a \u0648\u062c\u0648\u062f \u062d\u0627\u0644\u0629 \u0645\u0646 &#8220;\u0627\u0644\u0636\u0628\u0627\u0628\u064a\u0629 \u0627\u0644\u062a\u0627\u0645\u0629&#8221; \u0623\u0645\u0627\u0645 \u0635\u0646\u0627\u0639 \u0627\u0644\u0642\u0631\u0627\u0631. \u0641\u0643\u064a\u0641 \u064a\u0645\u0643\u0646 \u0644\u0623\u064a \u062c\u0647\u0629 \u0623\u0646 \u062a\u062a\u062e\u0630 \u0642\u0631\u0627\u0631\u0627\u064b \u0635\u062d\u064a\u062d\u0627\u064b \u0625\u0630\u0627 \u0643\u0627\u0646\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0633\u062a\u0646\u062f \u0625\u0644\u064a\u0647\u0627 \u0647\u064a \u0646\u062a\u0627\u062c \u0639\u0645\u0644\u064a\u0627\u062a <\/span><b>\u062a\u0632\u064a\u064a\u0641 \u0639\u0645\u064a\u0642<\/b><span style=\"font-weight: 400;\"> \u0645\u0645\u0646\u0647\u062c\u0629\u061f<\/span><\/p>\n<h2 style=\"text-align: right;\"><b>\u0645\u062d\u0644\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a: \u0627\u0644\u0645\u062d\u0642\u0642 \u0627\u0644\u0631\u0642\u0645\u064a \u0641\u064a \u0639\u0635\u0631 \u0627\u0644\u062a\u0632\u064a\u064a\u0641 \u0627\u0644\u0639\u0645\u064a\u0642<\/b><\/h2>\n<p style=\"text-align: right;\"><span style=\"font-weight: 400;\">\u0641\u064a \u0638\u0644 \u0647\u0630\u0647 \u0627\u0644\u0641\u0648\u0636\u0649 \u0627\u0644\u0631\u0642\u0645\u064a\u0629 \u0627\u0644\u062a\u064a \u064a\u0633\u0628\u0628\u0647\u0627 <\/span><b>\u0627\u0644\u062a\u0632\u064a\u064a\u0641 \u0627\u0644\u0639\u0645\u064a\u0642<\/b><span style=\"font-weight: 400;\">\u060c \u062a\u063a\u064a\u0631 \u0627\u0644\u0645\u0641\u0647\u0648\u0645 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a \u0644\u0648\u0638\u064a\u0641\u0629 &#8220;\u0645\u062d\u0644\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a&#8221; (Data Analyst).\u00a0<\/span><\/p>\n<p style=\"text-align: right;\"><span style=\"font-weight: 400;\">\u0641\u0641\u064a \u0627\u0644\u0645\u0627\u0636\u064a \u0627\u0644\u0642\u0631\u064a\u0628\u060c \u0643\u0627\u0646 \u064a\u064f\u0646\u0638\u0631 \u0644\u0645\u062d\u0644\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0639\u0644\u0649 \u0623\u0646\u0647 \u0627\u0644\u0645\u0648\u0638\u0641 \u0627\u0644\u0645\u0633\u0624\u0648\u0644 \u0639\u0646 \u062a\u0641\u0631\u064a\u063a \u0627\u0644\u0623\u0631\u0642\u0627\u0645 \u0648\u0631\u0633\u0645 \u0627\u0644\u0645\u062e\u0637\u0637\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u064a\u0629.<\/span><\/p>\n<p style=\"text-align: right;\"><span style=\"font-weight: 400;\">\u0623\u0645\u0627 \u0627\u0644\u064a\u0648\u0645\u060c \u0648\u0641\u064a \u062e\u0636\u0645 \u0647\u0630\u0647 \u0627\u0644\u0623\u0632\u0645\u0627\u062a \u0627\u0644\u0631\u0642\u0645\u064a\u0629 \u0641\u064a \u0639\u0627\u0645 2026\u060c \u0623\u0635\u0628\u062d \u0645\u062d\u0644\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0647\u0648 &#8220;\u062f\u0631\u0639 \u062d\u0645\u0627\u064a\u0629&#8221; \u0648&#8221;\u0627\u0644\u0645\u062d\u0642\u0642 \u0627\u0644\u0631\u0642\u0645\u064a&#8221; \u0627\u0644\u0630\u064a \u064a\u0641\u0635\u0644 \u0627\u0644\u062d\u0642\u064a\u0642\u0629 \u0639\u0646 \u0627\u0644\u062e\u062f\u0627\u0639 \u0628\u0623\u0641\u0636\u0644 \u0635\u0648\u0631\u0629 \u0645\u0645\u0643\u0646\u0629.\u00a0<\/span><\/p>\n<p style=\"text-align: right;\"><span style=\"font-weight: 400;\">\u0627\u0644\u0645\u062a\u062e\u0635\u0635 \u0627\u0644\u0645\u062d\u062a\u0631\u0641 \u0641\u064a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u0627 \u064a\u0642\u0628\u0644 \u0627\u0644\u0623\u0631\u0642\u0627\u0645 \u0639\u0644\u0649 \u0639\u0644\u0627\u062a\u0647\u0627\u060c \u0628\u0644 \u064a\u0642\u0648\u0645 \u0628\u062f\u0648\u0631 \u062d\u064a\u0648\u064a \u0644\u0625\u0646\u0642\u0627\u0630 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0645\u0646 \u0634\u0628\u0627\u0643 <\/span><b>\u0627\u0644\u062a\u0632\u064a\u064a\u0641 \u0627\u0644\u0639\u0645\u064a\u0642<\/b><span style=\"font-weight: 400;\"> \u0639\u0628\u0631 \u062b\u0644\u0627\u062b \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0627\u062a \u062a\u0642\u0646\u064a\u0629 \u0645\u062a\u0642\u062f\u0645\u0629:<\/span><\/p>\n<h3 style=\"text-align: right;\"><b>1. \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0634\u0630\u0648\u0630 (Anomaly Detection) \u0639\u0628\u0631 \u0644\u063a\u0629 Python<\/b><\/h3>\n<p style=\"text-align: right;\"><span style=\"font-weight: 400;\">\u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0644\u063a\u0629 \u0627\u0644\u0628\u0631\u0645\u062c\u0629 <\/span><a href=\"https:\/\/www.python.org\/\" target=\"_blank\" rel=\"noopener\"><b>\u0628\u0627\u064a\u062b\u0648\u0646<\/b><\/a><span style=\"font-weight: 400;\"> (<a href=\"https:\/\/www.python.org\/\" target=\"_blank\" rel=\"noopener\">Python<\/a>)\u060c \u064a\u0642\u0648\u0645 \u0645\u062d\u0644\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0643\u062a\u0627\u0628\u0629 \u0623\u0643\u0648\u0627\u062f \u0628\u0631\u0645\u062c\u064a\u0629 \u0642\u0627\u062f\u0631\u0629 \u0639\u0644\u0649 \u0641\u062d\u0635 \u0645\u0644\u0627\u064a\u064a\u0646 \u0627\u0644\u0633\u062c\u0644\u0627\u062a \u0648\u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0645\u0627\u0644\u064a\u0629 \u0641\u064a \u062b\u0648\u0627\u0646\u064d \u0645\u0639\u062f\u0648\u062f\u0629.\u00a0<\/span><\/p>\n<p style=\"text-align: right;\"><span style=\"font-weight: 400;\">\u0647\u0648 \u0644\u0627 \u064a\u0628\u062d\u062b \u0639\u0646 \u0627\u0644\u0623\u0631\u0642\u0627\u0645 \u0627\u0644\u0639\u0627\u062f\u064a\u0629\u060c \u0628\u0644 \u064a\u0628\u062d\u062b \u0639\u0646 &#8220;\u0627\u0644\u0646\u0645\u0637 \u063a\u064a\u0631 \u0627\u0644\u0645\u0646\u0637\u0642\u064a&#8221; \u0627\u0644\u0630\u064a \u062a\u062e\u0644\u0641\u0647 \u0623\u062f\u0648\u0627\u062a <\/span><b>\u0627\u0644\u062a\u0632\u064a\u064a\u0641 \u0627\u0644\u0639\u0645\u064a\u0642<\/b><span style=\"font-weight: 400;\"> \u0645\u062b\u0644:<\/span><\/p>\n<ul style=\"text-align: right;\">\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0639\u0645\u0644\u064a\u0629 \u0645\u0627\u0644\u064a\u0629 \u062d\u062f\u062b\u062a \u0641\u064a \u062a\u0648\u0642\u064a\u062a \u063a\u0631\u064a\u0628.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0623\u0648 \u062a\u0642\u064a\u064a\u0645\u0627\u062a \u0639\u0645\u0644\u0627\u0621 \u0643\u064f\u062a\u0628\u062a \u0628\u0646\u0645\u0637 \u0644\u063a\u0648\u064a \u0622\u0644\u064a \u0645\u0634\u0628\u0648\u0647.<\/span><\/li>\n<\/ul>\n<h3 style=\"text-align: right;\"><b>2. \u0627\u0644\u0627\u0633\u062a\u062c\u0648\u0627\u0628 \u0627\u0644\u0639\u0645\u064a\u0642 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a (Data Querying) \u0639\u0628\u0631 SQL<\/b><\/h3>\n<p style=\"text-align: right;\"><span style=\"font-weight: 400;\">\u0645\u0646 \u062e\u0644\u0627\u0644 \u0644\u063a\u0629 <\/span><b>SQL<\/b><span style=\"font-weight: 400;\">\u060c \u064a\u063a\u0648\u0635 \u0627\u0644\u0645\u062d\u0644\u0644 \u0641\u064a \u0623\u0639\u0645\u0627\u0642 \u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062a\u0631\u0627\u0645\u064a\u0629 \u0627\u0644\u0623\u0637\u0631\u0627\u0641 \u0644\u062f\u0649 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0633\u0639\u0648\u062f\u064a\u0629.\u00a0<\/span><\/p>\n<p style=\"text-align: right;\"><span style=\"font-weight: 400;\">\u064a\u0642\u0648\u0645 \u0628\u0641\u0644\u062a\u0631\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0634\u0643\u0648\u0643 \u0641\u064a\u0647\u0627\u060c \u0648\u064a\u0642\u0627\u0637\u0639\u0647\u0627 \u0645\u0639 \u0645\u0635\u0627\u062f\u0631 \u0645\u0648\u062b\u0648\u0642\u0629 \u0648\u0645\u0648\u062b\u0642\u0629 \u0644\u064a\u062b\u0628\u062a \u0635\u062d\u062a\u0647\u0627 \u0623\u0648 \u0632\u064a\u0641\u0647\u0627.<\/span><\/p>\n<p style=\"text-align: right;\"><span style=\"font-weight: 400;\">\u0647\u062f\u0641\u0647 \u0627\u0644\u0623\u0633\u0627\u0633\u064a \u0647\u0648 \u0645\u0646\u0639 &#8220;\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u0645\u0648\u0645\u0629&#8221; \u0627\u0644\u0646\u0627\u062a\u062c\u0629 \u0639\u0646 <\/span><b>\u0627\u0644\u062a\u0632\u064a\u064a\u0641 \u0627\u0644\u0639\u0645\u064a\u0642<\/b><span style=\"font-weight: 400;\"> \u0645\u0646 \u0627\u0644\u062a\u0633\u0631\u0628 \u0625\u0644\u0649 \u062a\u0642\u0627\u0631\u064a\u0631 \u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631 \u0627\u0644\u0646\u0647\u0627\u0626\u064a \u0644\u0644\u0634\u0631\u0643\u0629.<\/span><\/p>\n<h3 style=\"text-align: right;\"><b>3. \u062a\u0628\u062f\u064a\u062f \u0636\u0628\u0627\u0628\u064a\u0629 \u0627\u0644\u062a\u0632\u064a\u064a\u0641 \u0627\u0644\u0639\u0645\u064a\u0642 \u0639\u0628\u0631 Power BI<\/b><\/h3>\n<p style=\"text-align: right;\"><span style=\"font-weight: 400;\">\u0644\u0627 \u064a\u0643\u062a\u0641\u064a \u0627\u0644\u0645\u062d\u0644\u0644 \u0628\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u062e\u0637\u0623\u060c \u0628\u0644 \u064a\u0639\u0645\u0644 \u0639\u0644\u0649 \u062a\u0648\u0636\u064a\u062d\u0647 \u0644\u0644\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0639\u0644\u064a\u0627\u061b \u0648\u0630\u0644\u0643 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u062f\u0648\u0627\u062a \u0630\u0643\u0627\u0621 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0645\u062b\u0644 <\/span><b>Power BI<\/b><span style=\"font-weight: 400;\">\u060c\u00a0<\/span><\/p>\n<p style=\"text-align: right;\"><span style=\"font-weight: 400;\">\u062d\u062a\u0649 \u064a\u062d\u0648\u0644 \u0627\u0644\u0641\u0648\u0636\u0649 \u0627\u0644\u0631\u0642\u0645\u064a\u0629 \u0625\u0644\u0649 \u0644\u0648\u062d\u0627\u062a \u0642\u064a\u0627\u062f\u0629 (Dashboards) \u062a\u0641\u0627\u0639\u0644\u064a\u0629.<\/span><\/p>\n<p style=\"text-align: right;\"><span style=\"font-weight: 400;\">\u0647\u0630\u0647 \u0627\u0644\u0644\u0648\u062d\u0627\u062a \u062a\u0637\u0644\u0642 \u0625\u0646\u0630\u0627\u0631\u0627\u062a \u0645\u0628\u0643\u0631\u0629 \u0644\u0644\u0625\u062f\u0627\u0631\u0629 \u0641\u0648\u0631 \u0631\u0635\u062f \u0623\u064a \u062a\u0644\u0627\u0639\u0628 \u0646\u0627\u062a\u062c \u0639\u0646 \u0647\u062c\u0645\u0629 <\/span><b>\u062a\u0632\u064a\u064a\u0641 \u0639\u0645\u064a\u0642<\/b><span style=\"font-weight: 400;\">\u060c \u0645\u0645\u0627 \u064a\u0633\u0627\u0639\u062f \u0641\u064a \u062d\u0645\u0627\u064a\u0629 \u0645\u064a\u0632\u0627\u0646\u064a\u0627\u062a \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0645\u0646 \u0627\u0644\u062a\u0628\u062f\u064a\u062f.<\/span><\/p>\n<h2 style=\"text-align: right;\"><b>\u0633\u0648\u0642 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0633\u0639\u0648\u062f\u064a: \u0633\u0628\u0627\u0642 \u0627\u0644\u062a\u0633\u0644\u062d \u0628\u0627\u0644\u0643\u0641\u0627\u0621\u0627\u062a \u0627\u0644\u0631\u0642\u0645\u064a\u0629 2030<\/b><\/h2>\n<p style=\"text-align: right;\"><span style=\"font-weight: 400;\">\u0645\u0639 \u062a\u0632\u0627\u064a\u062f \u062a\u062d\u062f\u064a\u0627\u062a <\/span><b>\u0627\u0644\u062a\u0632\u064a\u064a\u0641 \u0627\u0644\u0639\u0645\u064a\u0642<\/b><span style=\"font-weight: 400;\"> \u0648\u0627\u0646\u0633\u062c\u0627\u0645\u0627\u064b \u0645\u0639 \u0623\u0647\u062f\u0627\u0641 \u0631\u0624\u064a\u0629 \u0627\u0644\u0645\u0645\u0644\u0643\u0629 2030 \u0644\u0644\u062a\u062d\u0648\u0644 \u0627\u0644\u0631\u0642\u0645\u064a \u0627\u0644\u0622\u0645\u0646\u060c \u064a\u0634\u0647\u062f \u0633\u0648\u0642 \u0627\u0644\u0639\u0645\u0644 \u0641\u064a \u0627\u0644\u0633\u0639\u0648\u062f\u064a\u0629 \u0627\u0644\u064a\u0648\u0645 \u0637\u0641\u0631\u0629 \u063a\u064a\u0631 \u0645\u0633\u0628\u0648\u0642\u0629 \u0641\u064a \u0627\u0644\u0637\u0644\u0628 \u0639\u0644\u0649 \u0627\u0644\u0645\u062a\u062e\u0635\u0635\u064a\u0646 \u0641\u064a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.\u00a0<\/span><\/p>\n<p style=\"text-align: right;\"><span style=\"font-weight: 400;\">\u0623\u062f\u0631\u0643 \u0627\u0644\u062c\u0645\u064a\u0639 \u0623\u0646 \u0627\u0645\u062a\u0644\u0627\u0643 \u0623\u0646\u0638\u0645\u0629 \u062d\u0645\u0627\u064a\u0629 \u062a\u0642\u0646\u064a\u0629 \u0644\u0645 \u064a\u0639\u062f \u0643\u0627\u0641\u064a\u0627\u064b \u062f\u0648\u0646 \u0639\u0642\u0648\u0644 \u0628\u0634\u0631\u064a\u0629 \u0642\u0627\u062f\u0631\u0629 \u0639\u0644\u0649 \u0643\u0634\u0641 \u0623\u0644\u0627\u0639\u064a\u0628 <\/span><b>\u0627\u0644\u062a\u0632\u064a\u064a\u0641 \u0627\u0644\u0639\u0645\u064a\u0642 <\/b><span style=\"font-weight: 400;\">\u0628\u0623\u0641\u0636\u0644 \u0635\u0648\u0631\u0629 \u0645\u0645\u0643\u0646\u0629.<\/span><\/p>\n<p style=\"text-align: right;\"><span style=\"font-weight: 400;\">\u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0633\u0639\u0648\u062f\u064a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0644\u0645 \u062a\u0639\u062f \u062a\u0628\u062d\u062b \u0639\u0646 \u0645\u0648\u0638\u0641 \u064a\u062d\u0645\u0644 \u0645\u0633\u0645\u0649 \u0648\u0638\u064a\u0641\u064a \u0631\u0646\u0627\u0646 \u0641\u062d\u0633\u0628\u060c \u0628\u0644 \u062a\u0628\u062d\u062b \u0639\u0646 \u0645\u0647\u0627\u0631\u0627\u062a \u062d\u0642\u064a\u0642\u064a\u0629 \u0645\u062b\u0628\u062a\u0629 \u0641\u064a:<\/span><\/p>\n<ul style=\"text-align: right;\">\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0627\u0644\u0627\u062d\u062a\u0631\u0627\u0641\u064a \u0645\u0639 \u0644\u063a\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u0629 (<a href=\"https:\/\/www.python.org\/\" target=\"_blank\" rel=\"noopener\">Python<\/a>) \u0644\u0643\u0634\u0641 \u0627\u0644\u062a\u0644\u0627\u0639\u0628.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0625\u062f\u0627\u0631\u0629 \u0648\u0627\u0633\u062a\u062c\u0648\u0627\u0628 \u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0636\u062e\u0645\u0629 (SQL) \u0644\u0641\u0644\u062a\u0631\u0629 \u0627\u0644\u062a\u0632\u064a\u064a\u0641.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0628\u0646\u0627\u0621 \u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u064a\u0629 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0648\u0644\u0648\u062d\u0627\u062a \u0627\u0644\u0642\u064a\u0627\u062f\u0629 (Power BI).<\/span><\/li>\n<\/ul>\n<p style=\"text-align: right;\"><span style=\"font-weight: 400;\">\u0625\u0646 \u0627\u0644\u0631\u0627\u062a\u0628 \u0627\u0644\u0645\u0628\u062f\u0626\u064a \u0648\u0627\u0644\u0645\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0648\u0638\u064a\u0641\u064a\u0629 \u0644\u0647\u0630\u0647 \u0627\u0644\u062a\u062e\u0635\u0635\u0627\u062a \u0641\u064a \u062a\u0635\u0627\u0639\u062f \u0645\u0633\u062a\u0645\u0631.<\/span><\/p>\n<p style=\"text-align: right;\"><span style=\"font-weight: 400;\">\u0648\u0630\u0644\u0643 \u0644\u0623\u0646 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u062a\u062f\u0631\u0643 \u0623\u0646 \u0627\u0644\u062a\u0643\u0644\u0641\u0629 \u0627\u0644\u062a\u064a \u0633\u062a\u062f\u0641\u0639\u0647\u0627 \u0644\u0645\u062d\u0644\u0644 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062d\u062a\u0631\u0641 \u0647\u064a \u0646\u0642\u0637\u0629 \u0641\u064a \u0628\u062d\u0631 \u0627\u0644\u062e\u0633\u0627\u0626\u0631 \u0627\u0644\u062a\u064a \u0642\u062f \u062a\u062a\u0643\u0628\u062f\u0647\u0627\u061b \u0625\u0630\u0627 \u0648\u0642\u0639\u062a \u0636\u062d\u064a\u0629 \u0644\u0642\u0631\u0627\u0631 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a \u062e\u0627\u0637\u0626 \u0645\u0628\u0646\u064a \u0639\u0644\u0649 \u062a\u0642\u0631\u064a\u0631 \u0646\u0627\u062a\u062c \u0639\u0646 <\/span><b>\u062a\u0632\u064a\u064a\u0641 \u0639\u0645\u064a\u0642<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\n<h2 style=\"text-align: right;\"><b>\u0644\u0627 \u062a\u0643\u0646 \u0645\u062c\u0631\u062f \u0645\u0633\u062a\u0647\u0644\u0643 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a .. \u0643\u0646 \u0645\u0646 \u064a\u0633\u0639\u0649 \u0644\u062d\u0645\u0627\u064a\u062a\u0647\u0627<\/b><\/h2>\n<p style=\"text-align: right;\"><span style=\"font-weight: 400;\">\u0646\u062d\u0646 \u0646\u0639\u064a\u0634 \u0641\u064a \u0639\u0635\u0631 \u0644\u0627 \u064a\u0631\u062d\u0645 \u0627\u0644\u0636\u0639\u0641\u0627\u0621 \u0631\u0642\u0645\u064a\u0627\u064b \u0623\u0645\u0627\u0645 \u0645\u0648\u062c\u0627\u062a <\/span><b>\u0627\u0644\u062a\u0632\u064a\u064a\u0641 \u0627\u0644\u0639\u0645\u064a\u0642<\/b><span style=\"font-weight: 400;\"> \u0627\u0644\u062a\u064a \u0623\u0635\u0628\u062d\u062a \u0645\u0648\u062c\u0648\u062f\u0629 \u0645\u0624\u062e\u0631\u0627\u064b.<\/span><\/p>\n<p style=\"text-align: right;\"><span style=\"font-weight: 400;\">\u0644\u0630\u0627 \u0623\u0646 \u062a\u0643\u0648\u0646 \u0645\u062c\u0631\u062f \u0645\u0633\u062a\u0647\u0644\u0643 \u0644\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u062f\u0648\u0646 \u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u062a\u062d\u0644\u064a\u0644\u0647\u0627 \u064a\u0639\u0646\u064a \u0623\u0646\u0643 \u0639\u0631\u0636\u0629 \u0644\u0644\u062a\u0636\u0644\u064a\u0644 \u0627\u0644\u062f\u0627\u0626\u0645.<\/span><\/p>\n<p style=\"text-align: right;\"><span style=\"font-weight: 400;\">\u0633\u0648\u0642 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u064a\u0648\u0645 \u064a\u0637\u0627\u0644\u0628\u0643 \u0628\u0623\u0646 \u062a\u0643\u0648\u0646 \u062c\u0632\u0621\u0627\u064b \u0645\u0646 \u0627\u0644\u062d\u0644\u060c \u0648\u0623\u0646 \u062a\u062a\u0628\u0646\u0649 \u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644 \u0644\u062a\u0643\u0648\u0646 \u0631\u0643\u064a\u0632\u0629 \u0623\u0633\u0627\u0633\u064a\u0629 \u0641\u064a \u062d\u0645\u0627\u064a\u0629 \u0627\u0642\u062a\u0635\u0627\u062f \u0648\u0645\u0624\u0633\u0633\u0627\u062a \u0645\u062c\u062a\u0645\u0639\u0643 \u0645\u0646 \u062a\u0647\u062f\u064a\u062f\u0627\u062a <\/span><b>\u0627\u0644\u062a\u0632\u064a\u064a\u0641 \u0627\u0644\u0639\u0645\u064a\u0642<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p style=\"text-align: right;\"><span style=\"font-weight: 400;\">\u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0637\u0645\u062d \u0644\u062f\u062e\u0648\u0644 \u0647\u0630\u0627 \u0627\u0644\u0645\u062c\u0627\u0644 \u0627\u0644\u062d\u064a\u0648\u064a \u0648\u0627\u0644\u0645\u0647\u0645\u060c \u0648\u062a\u062c\u0627\u0648\u0632 \u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u062a\u0646\u0638\u064a\u0631 \u0625\u0644\u0649 \u0627\u0644\u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0639\u0645\u0644\u064a.<\/span><\/p>\n<p style=\"text-align: right;\"><span style=\"font-weight: 400;\">\u0641\u0625\u0646 \u0627\u0644\u0628\u062f\u0627\u064a\u0629 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