{"id":29942,"date":"2026-05-19T17:37:19","date_gmt":"2026-05-19T14:07:19","guid":{"rendered":"https:\/\/aigulf.site\/?p=29942"},"modified":"2026-05-21T13:35:49","modified_gmt":"2026-05-21T10:05:49","slug":"%d8%a2%db%8c%d9%86%d8%af%d9%87-%d9%87%d9%88%d8%b4-%d8%aa%d8%ac%d8%a7%d8%b1%db%8c-%d8%a7%d8%b2-%d8%af%db%8c%d8%af%d9%86-%da%af%d8%b0%d8%b4%d8%aa%d9%87-%d8%a8%d9%87-%d9%be%db%8c%d8%b4%d8%a8","status":"publish","type":"post","link":"https:\/\/aigulf.site\/?p=29942","title":{"rendered":"\u0622\u06cc\u0646\u062f\u0647 \u0647\u0648\u0634 \u062a\u062c\u0627\u0631\u06cc: \u0627\u0632 \u062f\u06cc\u062f\u0646 \u06af\u0630\u0634\u062a\u0647 \u0628\u0647 \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0622\u06cc\u0646\u062f\u0647 \u0628\u0627 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc"},"content":{"rendered":"\t\t
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<\/h1>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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\u0645\u0642\u062f\u0645\u0647: \u067e\u0627\u06cc\u0627\u0646 \u0639\u0635\u0631 BI \u0633\u0646\u062a\u06cc<\/span><\/h2>\n

\u0628\u0631\u0627\u06cc \u062f\u0648 \u062f\u0647\u0647\u060c \u0647\u0648\u0634 \u062a\u062c\u0627\u0631\u06cc \u0628\u0647 \u0645\u0627 \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0631\u062f \u0628\u0647 \u0633\u0648\u0627\u0644\u0627\u062a\u06cc \u0645\u0627\u0646\u0646\u062f \u00ab\u062f\u0631 \u0645\u0627\u0647 \u06af\u0630\u0634\u062a\u0647 \u0686\u0646\u062f \u0648\u0627\u062d\u062f \u0641\u0631\u0648\u062e\u062a\u06cc\u0645\u061f\u00bb \u06cc\u0627 \u00ab\u06a9\u062f\u0627\u0645 \u0645\u0634\u062a\u0631\u06cc\u0627\u0646 \u0628\u06cc\u0634\u062a\u0631\u06cc\u0646 \u062e\u0631\u06cc\u062f \u0631\u0627 \u062f\u0627\u0634\u062a\u0646\u062f\u061f\u00bb \u067e\u0627\u0633\u062e \u062f\u0647\u06cc\u0645. \u0627\u06cc\u0646 \u0633\u0648\u0627\u0644\u0627\u062a \u0647\u0645\u0647 \u0628\u0647 \u06af\u0630\u0634\u062a\u0647 \u0646\u06af\u0627\u0647 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f. \u0627\u0645\u0627 \u062f\u0646\u06cc\u0627\u06cc \u06a9\u0633\u0628\u200c\u0648\u06a9\u0627\u0631 \u0627\u0645\u0631\u0648\u0632 \u0628\u0647 \u0633\u0631\u0639\u062a \u062f\u0631 \u062d\u0627\u0644 \u062a\u063a\u06cc\u06cc\u0631 \u0627\u0633\u062a \u0648 \u062f\u0627\u0646\u0633\u062a\u0646 \u0627\u06cc\u0646\u06a9\u0647 \u062f\u06cc\u0631\u0648\u0632 \u0686\u0647 \u0627\u062a\u0641\u0627\u0642\u06cc \u0627\u0641\u062a\u0627\u062f\u0647\u060c \u062f\u06cc\u06af\u0631 \u06a9\u0627\u0641\u06cc \u0646\u06cc\u0633\u062a.<\/span><\/p>\n

\u0622\u06cc\u0646\u062f\u0647 \u0647\u0648\u0634 \u062a\u062c\u0627\u0631\u06cc \u062f\u0631 \u067e\u0627\u0633\u062e \u0628\u0647 \u0633\u0647 \u0633\u0648\u0627\u0644 \u062c\u062f\u06cc\u062f \u0627\u0633\u062a:<\/span><\/strong><\/p>\n

    \n
  1. \n

    \u00ab\u0686\u0647 \u0627\u062a\u0641\u0627\u0642\u06cc \u062e\u0648\u0627\u0647\u062f \u0627\u0641\u062a\u0627\u062f\u061f\u00bb (\u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc)<\/span><\/p>\n<\/li>\n

  2. \n

    \u00ab\u0686\u0647 \u0627\u062a\u0641\u0627\u0642\u06cc \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0628\u06cc\u0641\u062a\u062f \u0627\u06af\u0631...\u061f\u00bb (\u0634\u0628\u06cc\u0647\u200c\u0633\u0627\u0632\u06cc)<\/span><\/p>\n<\/li>\n

  3. \n

    \u00ab\u0628\u0631\u0627\u06cc \u0627\u06cc\u0646\u06a9\u0647 \u0628\u0647\u062a\u0631\u06cc\u0646 \u0646\u062a\u06cc\u062c\u0647 \u0631\u0627 \u0628\u06af\u06cc\u0631\u06cc\u0645\u060c \u0686\u0647 \u0628\u0627\u06cc\u062f \u0628\u06a9\u0646\u06cc\u0645\u061f\u00bb (\u062a\u062c\u0648\u06cc\u0632)<\/span><\/p>\n<\/li>\n<\/ol>\n

    \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647 \u0628\u0647 \u0628\u0631\u0631\u0633\u06cc \u0631\u0648\u0646\u062f\u0647\u0627\u06cc \u0646\u0648\u0638\u0647\u0648\u0631 \u062f\u0631 \u062a\u0642\u0627\u0637\u0639\u00a0<\/span>\u0647\u0648\u0634 \u062a\u062c\u0627\u0631\u06cc (BI)<\/span><\/strong>\u00a0\u0648\u00a0<\/span>\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc (AI)<\/span><\/strong>\u00a0\u0645\u06cc\u200c\u067e\u0631\u062f\u0627\u0632\u062f \u0648 \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u0633\u0627\u0632\u0645\u0627\u0646\u200c\u0647\u0627\u06cc \u067e\u06cc\u0634\u0631\u0648 \u0627\u0632 \u0627\u06cc\u0646 \u062a\u0631\u06a9\u06cc\u0628 \u0628\u0631\u0627\u06cc \u06a9\u0633\u0628 \u0645\u0632\u06cc\u062a \u0631\u0642\u0627\u0628\u062a\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f.<\/span><\/p>\n

    \u0631\u0648\u0646\u062f \u0627\u0648\u0644: \u0627\u0632 Descriptive \u0628\u0647 Predictive (\u0627\u0632 \u062a\u0648\u0635\u06cc\u0641 \u0628\u0647 \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc)<\/span><\/h2>\n

    BI \u0633\u0646\u062a\u06cc (Descriptive Analytics)<\/span><\/h3>\n

    BI \u06a9\u0644\u0627\u0633\u06cc\u06a9 \u0628\u0647 \u0633\u0648\u0627\u0644\u0627\u062a \u00ab\u0686\u0647 \u0627\u062a\u0641\u0627\u0642\u06cc \u0627\u0641\u062a\u0627\u062f\u0647\u061f\u00bb \u067e\u0627\u0633\u062e \u0645\u06cc\u200c\u062f\u0647\u062f. \u0645\u062b\u0627\u0644: \u00ab\u0641\u0631\u0648\u0634 \u0645\u0627\u0647 \u06af\u0630\u0634\u062a\u0647 \u06f2\u06f0 \u0645\u06cc\u0644\u06cc\u0627\u0631\u062f \u062a\u0648\u0645\u0627\u0646 \u0628\u0648\u062f \u06a9\u0647 \u0646\u0633\u0628\u062a \u0628\u0647 \u0645\u0627\u0647 \u0642\u0628\u0644 \u06f5 \u062f\u0631\u0635\u062f \u0631\u0634\u062f \u062f\u0627\u0631\u062f.\u00bb<\/span><\/p>\n

    BI \u0645\u062f\u0631\u0646 (Predictive Analytics)<\/span><\/h3>\n

    \u0628\u0627 \u0627\u0636\u0627\u0641\u0647 \u0634\u062f\u0646 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u060c BI \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u06a9\u0646\u062f \u00ab\u0686\u0647 \u0627\u062a\u0641\u0627\u0642\u06cc \u062e\u0648\u0627\u0647\u062f \u0627\u0641\u062a\u0627\u062f\u00bb. \u0645\u062b\u0627\u0644: \u00ab\u0628\u0631 \u0627\u0633\u0627\u0633 \u0631\u0648\u0646\u062f \u06f3 \u0645\u0627\u0647 \u0627\u062e\u06cc\u0631 \u0648 \u0641\u0627\u06a9\u062a\u0648\u0631\u0647\u0627\u06cc \u0641\u0635\u0644\u06cc\u060c \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0645\u06cc\u200c\u0634\u0648\u062f \u0641\u0631\u0648\u0634 \u0645\u0627\u0647 \u0622\u06cc\u0646\u062f\u0647 \u06f2\u06f2 \u0645\u06cc\u0644\u06cc\u0627\u0631\u062f \u062a\u0648\u0645\u0627\u0646 \u0628\u0627 \u062f\u0627\u0645\u0646\u0647 \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u06f9\u06f0\u066a (\u0628\u06cc\u0646 \u06f2\u06f0.\u06f5 \u062a\u0627 \u06f2\u06f3.\u06f5 \u0645\u06cc\u0644\u06cc\u0627\u0631\u062f) \u0628\u0627\u0634\u062f.\u00bb<\/span><\/p>\n

    \u06a9\u0627\u0631\u0628\u0631\u062f \u0639\u0645\u0644\u06cc: \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0631\u06cc\u0632\u0634 \u0645\u0634\u062a\u0631\u06cc \u062f\u0631 \u0628\u06cc\u0645\u0647<\/span><\/h3>\n

    \u06cc\u06a9 \u0634\u0631\u06a9\u062a \u0628\u06cc\u0645\u0647 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062a\u0631\u06a9\u06cc\u0628 Power BI \u0648 Python \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f:<\/span><\/p>\n

      \n
    • \n

      \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u06f5\u06f0\u06f0,\u06f0\u06f0\u06f0 \u0645\u0634\u062a\u0631\u06cc \u0631\u0627 \u062a\u062d\u0644\u06cc\u0644 \u06a9\u0646\u062f<\/span><\/p>\n<\/li>\n

    • \n

      \u0627\u0644\u06af\u0648\u0647\u0627\u06cc \u0645\u0634\u062a\u0631\u06a9 \u062f\u0631 \u0645\u06cc\u0627\u0646 \u0645\u0634\u062a\u0631\u06cc\u0627\u0646\u06cc \u06a9\u0647 \u0633\u0627\u0644 \u06af\u0630\u0634\u062a\u0647 \u0634\u0631\u06a9\u062a \u0631\u0627 \u062a\u0631\u06a9 \u06a9\u0631\u062f\u0647\u200c\u0627\u0646\u062f \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u06a9\u0646\u062f<\/span><\/p>\n<\/li>\n

    • \n

      \u06cc\u06a9 \u0645\u062f\u0644 \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0628\u0633\u0627\u0632\u062f \u06a9\u0647 \u0628\u0627 \u062f\u0642\u062a \u06f8\u06f5\u066a \u062a\u0634\u062e\u06cc\u0635 \u062f\u0647\u062f \u06a9\u062f\u0627\u0645 \u0645\u0634\u062a\u0631\u06cc\u0627\u0646 \u0641\u0639\u0644\u06cc \u062f\u0631 \u0645\u0639\u0631\u0636 \u0631\u06cc\u0632\u0634 \u0647\u0633\u062a\u0646\u062f<\/span><\/p>\n<\/li>\n

    • \n

      \u0628\u0647 \u0646\u0645\u0627\u06cc\u0646\u062f\u06af\u0627\u0646 \u0641\u0631\u0648\u0634 \u0647\u0634\u062f\u0627\u0631 \u062f\u0647\u062f \u062a\u0627 \u0642\u0628\u0644 \u0627\u0632 \u0645\u0648\u0639\u062f \u062a\u0645\u062f\u06cc\u062f\u060c \u0628\u0627 \u0627\u06cc\u0646 \u0645\u0634\u062a\u0631\u06cc\u0627\u0646 \u062a\u0645\u0627\u0633 \u0628\u06af\u06cc\u0631\u0646\u062f<\/span><\/p>\n<\/li>\n<\/ul>\n

      \u0646\u062a\u06cc\u062c\u0647:<\/span><\/strong>\u00a0\u06a9\u0627\u0647\u0634 \u06f2\u06f5 \u062f\u0631\u0635\u062f\u06cc \u0646\u0631\u062e \u0631\u06cc\u0632\u0634 \u0648 \u062d\u0641\u0638 \u0645\u0634\u062a\u0631\u06cc\u0627\u0646 \u0628\u0627\u0627\u0631\u0632\u0634.<\/span><\/p>\n

      \u0631\u0648\u0646\u062f \u062f\u0648\u0645: \u0627\u0632 Static \u0628\u0647 Real-time (\u0627\u0632 \u0627\u06cc\u0633\u062a\u0627 \u0628\u0647 \u0644\u062d\u0638\u0647\u200c\u0627\u06cc)<\/span><\/h2>\n

      BI \u0633\u0646\u062a\u06cc<\/span><\/h3>\n

      \u06af\u0632\u0627\u0631\u0634\u200c\u0647\u0627 \u0631\u0648\u0632\u0627\u0646\u0647\u060c \u0647\u0641\u062a\u06af\u06cc \u06cc\u0627 \u0645\u0627\u0647\u0627\u0646\u0647 \u0628\u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc \u0645\u06cc\u200c\u0634\u0648\u0646\u062f. \u0627\u06af\u0631 \u0627\u0645\u0631\u0648\u0632 \u0635\u0628\u062d \u06cc\u06a9 \u0631\u0648\u06cc\u062f\u0627\u062f \u0645\u0647\u0645 \u0631\u062e \u062f\u0647\u062f\u060c \u0645\u062f\u06cc\u0631\u0627\u0646 \u0641\u0631\u062f\u0627 \u06cc\u0627 \u0647\u0641\u062a\u0647 \u0628\u0639\u062f \u0627\u0632 \u0622\u0646 \u0645\u0637\u0644\u0639 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f.<\/span><\/p>\n

      BI \u0645\u062f\u0631\u0646<\/span><\/h3>\n

      \u0628\u0627 \u0627\u062a\u0635\u0627\u0644 \u0645\u0633\u062a\u0642\u06cc\u0645 \u0628\u0647 \u0645\u0646\u0627\u0628\u0639 \u062f\u0627\u062f\u0647 \u0632\u0646\u062f\u0647 (Live Connections)\u060c \u062f\u0627\u0634\u0628\u0648\u0631\u062f\u0647\u0627 \u0647\u0631 \u062b\u0627\u0646\u06cc\u0647 \u0628\u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc \u0645\u06cc\u200c\u0634\u0648\u0646\u062f. \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u0628\u0644\u0627\u0641\u0627\u0635\u0644\u0647 \u0645\u0646\u0639\u06a9\u0633 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f.<\/span><\/p>\n

      \u06a9\u0627\u0631\u0628\u0631\u062f \u0639\u0645\u0644\u06cc: \u0645\u062f\u06cc\u0631\u06cc\u062a \u0646\u0627\u0648\u06af\u0627\u0646 \u062d\u0645\u0644 \u0648 \u0646\u0642\u0644 \u0644\u062d\u0638\u0647\u200c\u0627\u06cc<\/span><\/h3>\n

      \u0634\u0631\u06a9\u062a \u062d\u0645\u0644 \u0648 \u0646\u0642\u0644 \u0645\u0627 (\u0627\u0632 \u0645\u0642\u0627\u0644\u0647 \u0633\u0648\u0645) \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Power BI \u0648 \u0627\u062a\u0635\u0627\u0644 \u0645\u0633\u062a\u0642\u06cc\u0645 \u0628\u0647 GPS \u06a9\u0627\u0645\u06cc\u0648\u0646\u200c\u0647\u0627:<\/span><\/p>\n

        \n
      • \n

        \u0645\u0648\u0642\u0639\u06cc\u062a \u0647\u0631 \u06a9\u0627\u0645\u06cc\u0648\u0646 \u0631\u0627 \u0631\u0648\u06cc \u0646\u0642\u0634\u0647 \u0644\u062d\u0638\u0647\u200c\u0627\u06cc \u0645\u06cc\u200c\u0628\u06cc\u0646\u062f<\/span><\/p>\n<\/li>\n

      • \n

        \u0627\u06af\u0631 \u06a9\u0627\u0645\u06cc\u0648\u0646\u06cc \u0628\u06cc\u0634 \u0627\u0632 \u06f3\u06f0 \u062f\u0642\u06cc\u0642\u0647 \u062f\u0631 \u06cc\u06a9 \u0646\u0642\u0637\u0647 \u062a\u0648\u0642\u0641 \u06a9\u0646\u062f (\u0628\u062f\u0648\u0646 \u062f\u0644\u06cc\u0644 \u0645\u0648\u062c\u0647)\u060c \u0647\u0634\u062f\u0627\u0631 \u0642\u0631\u0645\u0632 \u062f\u0631\u06cc\u0627\u0641\u062a \u0645\u06cc\u200c\u06a9\u0646\u062f<\/span><\/p>\n<\/li>\n

      • \n

        \u062f\u0631 \u0635\u0648\u0631\u062a \u062a\u0635\u0627\u062f\u0641 \u06cc\u0627 \u062e\u0631\u0627\u0628\u06cc\u060c \u0646\u0632\u062f\u06cc\u06a9\u200c\u062a\u0631\u06cc\u0646 \u06a9\u0627\u0645\u06cc\u0648\u0646 \u0627\u0645\u062f\u0627\u062f \u0631\u0627 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0648 \u0628\u0647 \u0622\u0646 \u0645\u0633\u06cc\u0631 \u0645\u06cc\u200c\u062f\u0647\u062f<\/span><\/p>\n<\/li>\n

      • \n

        \u0645\u0634\u062a\u0631\u06cc\u0627\u0646 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0627\u0632 \u0637\u0631\u06cc\u0642 \u067e\u0648\u0631\u062a\u0627\u0644\u060c \u0645\u0648\u0642\u0639\u06cc\u062a \u0645\u062d\u0645\u0648\u0644\u0647 \u062e\u0648\u062f \u0631\u0627 \u0644\u062d\u0638\u0647\u200c\u0627\u06cc \u0628\u0628\u06cc\u0646\u0646\u062f<\/span><\/p>\n<\/li>\n<\/ul>\n

        \u0641\u0646\u0627\u0648\u0631\u06cc\u200c\u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc:<\/span><\/strong>\u00a0Power BI DirectQuery\u060c Azure Stream Analytics\u060c IoT Hub<\/span><\/p>\n

        \u0631\u0648\u0646\u062f \u0633\u0648\u0645: \u0627\u0632 Query-based \u0628\u0647 Augmented (\u0627\u0632 \u067e\u0631\u0633 \u0648 \u062c\u0648 \u0645\u062d\u0648\u0631 \u0628\u0647 \u0627\u0641\u0632\u0648\u062f\u0647 \u0634\u062f\u0647 \u0628\u0627 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc)<\/span><\/h2>\n

        BI \u0633\u0646\u062a\u06cc<\/span><\/h3>\n

        \u06a9\u0627\u0631\u0628\u0631 \u0628\u0627\u06cc\u062f \u0628\u062f\u0627\u0646\u062f \u0686\u0647 \u0633\u0648\u0627\u0644\u06cc \u0628\u067e\u0631\u0633\u062f \u0648 \u0686\u06af\u0648\u0646\u0647 \u0646\u0645\u0648\u062f\u0627\u0631 \u0645\u0646\u0627\u0633\u0628 \u0631\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u062f. \u0627\u06cc\u0646 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u062f\u0627\u0646\u0634 \u062a\u062e\u0635\u0635\u06cc \u062f\u0627\u0631\u062f.<\/span><\/p>\n

        BI \u0645\u062f\u0631\u0646 (Augmented Analytics)<\/span><\/h3>\n

        \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631:<\/span><\/p>\n

          \n
        • \n

          \u0627\u0644\u06af\u0648\u0647\u0627\u06cc \u062c\u0627\u0644\u0628 \u062f\u0631 \u062f\u0627\u062f\u0647 \u0631\u0627 \u06a9\u0634\u0641 \u0645\u06cc\u200c\u06a9\u0646\u062f<\/span><\/p>\n<\/li>\n

        • \n

          \u0628\u0647\u062a\u0631\u06cc\u0646 \u0646\u0648\u0639 \u0646\u0645\u0648\u062f\u0627\u0631 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0646\u0645\u0627\u06cc\u0634 \u0647\u0631 \u0627\u0644\u06af\u0648 \u067e\u06cc\u0634\u0646\u0647\u0627\u062f \u0645\u06cc\u200c\u062f\u0647\u062f<\/span><\/p>\n<\/li>\n

        • \n

          \u0628\u0647 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc \u0633\u0648\u0627\u0644\u0627\u062a \u06a9\u0627\u0631\u0628\u0631 \u0631\u0627 \u062a\u0641\u0633\u06cc\u0631 \u0645\u06cc\u200c\u06a9\u0646\u062f (\u0645\u062b\u0644\u0627\u064b \u062a\u0627\u06cc\u067e \u06a9\u0646\u06cc\u062f: \u00ab\u0641\u0631\u0648\u0634 \u0645\u062d\u0635\u0648\u0644 A \u0631\u0627 \u0628\u0627 \u0645\u062d\u0635\u0648\u0644 B \u062f\u0631 \u062a\u0647\u0631\u0627\u0646 \u0645\u0642\u0627\u06cc\u0633\u0647 \u06a9\u0646\u00bb)<\/span><\/p>\n<\/li>\n<\/ul>\n

          \u06a9\u0627\u0631\u0628\u0631\u062f \u0639\u0645\u0644\u06cc: Power BI Copilot \u0648 Q&A<\/span><\/h3>\n

          \u0645\u0627\u06cc\u06a9\u0631\u0648\u0633\u0627\u0641\u062a \u0642\u0627\u0628\u0644\u06cc\u062a\u00a0<\/span>Copilot<\/span><\/strong>\u00a0\u0631\u0627 \u0628\u0647 Power BI \u0627\u0636\u0627\u0641\u0647 \u06a9\u0631\u062f\u0647 \u0627\u0633\u062a. \u0645\u062f\u06cc\u0631 \u0627\u062c\u0631\u0627\u06cc\u06cc \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0628\u0647 \u0632\u0628\u0627\u0646 \u0633\u0627\u062f\u0647 \u0628\u067e\u0631\u0633\u062f: \u00ab\u0686\u0631\u0627 \u0641\u0631\u0648\u0634 \u0645\u0646\u0637\u0642\u0647 \u0634\u0645\u0627\u0644 \u062f\u0631 \u0647\u0641\u062a\u0647 \u06af\u0630\u0634\u062a\u0647 \u06f1\u06f5 \u062f\u0631\u0635\u062f \u06a9\u0627\u0647\u0634 \u062f\u0627\u0634\u062a\u061f\u00bb \u0648 Copilot:<\/span><\/p>\n

            \n
          1. \n

            \u06a9\u0627\u0647\u0634 \u0641\u0631\u0648\u0634 \u0631\u0627 \u062a\u0623\u06cc\u06cc\u062f \u0645\u06cc\u200c\u06a9\u0646\u062f<\/span><\/p>\n<\/li>\n

          2. \n

            \u0628\u0647 \u0635\u0648\u0631\u062a \u062e\u0648\u062f\u06a9\u0627\u0631 \u0639\u0648\u0627\u0645\u0644 \u0645\u0631\u062a\u0628\u0637 (\u062a\u0639\u0637\u06cc\u0644\u06cc\u200c\u0647\u0627\u06cc \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc\u200c\u0646\u0634\u062f\u0647\u060c \u0631\u0642\u0627\u0628\u062a \u0642\u06cc\u0645\u062a\u06cc\u060c \u0645\u0634\u06a9\u0644 \u062f\u0631 \u0632\u0646\u062c\u06cc\u0631\u0647 \u062a\u0623\u0645\u06cc\u0646) \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f<\/span><\/p>\n<\/li>\n

          3. \n

            \u06cc\u06a9 \u062a\u062d\u0644\u06cc\u0644 \u0645\u062a\u0646 \u06a9\u0627\u0645\u0644 \u0628\u0647 \u0632\u0628\u0627\u0646 \u0637\u0628\u06cc\u0639\u06cc \u062a\u0648\u0644\u06cc\u062f \u0645\u06cc\u200c\u06a9\u0646\u062f<\/span><\/p>\n<\/li>\n

          4. \n

            \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc\u06cc \u0631\u0627 \u06a9\u0647 \u0627\u06cc\u0646 \u062a\u062d\u0644\u06cc\u0644 \u0631\u0627 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f\u060c \u0646\u0645\u0627\u06cc\u0634 \u0645\u06cc\u200c\u062f\u0647\u062f<\/span><\/p>\n<\/li>\n<\/ol>\n

            \u0631\u0648\u0646\u062f \u0686\u0647\u0627\u0631\u0645: \u0627\u0632 On-premise \u0628\u0647 Cloud-Native (\u0627\u0632 \u062f\u0627\u062e\u0644\u06cc \u0628\u0647 \u0628\u0648\u0645\u06cc \u0627\u0628\u0631\u06cc)<\/span><\/h2>\n

            BI \u0633\u0646\u062a\u06cc<\/span><\/h3>\n

            \u0633\u0627\u0632\u0645\u0627\u0646\u200c\u0647\u0627 \u0628\u0627\u06cc\u062f \u0633\u0631\u0648\u0631\u0647\u0627\u06cc \u0642\u062f\u0631\u062a\u0645\u0646\u062f \u0628\u062e\u0631\u0646\u062f\u060c \u0644\u0627\u06cc\u0633\u0646\u0633 \u0628\u062e\u0631\u0646\u062f \u0648 \u062a\u06cc\u0645 IT \u0628\u0631\u0627\u06cc \u0646\u06af\u0647\u062f\u0627\u0631\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u0646\u062f. \u0645\u0642\u06cc\u0627\u0633\u200c\u067e\u0630\u06cc\u0631\u06cc \u0645\u062d\u062f\u0648\u062f \u0648 \u0647\u0632\u06cc\u0646\u0647\u200c\u0647\u0627\u06cc \u0627\u0648\u0644\u06cc\u0647 \u0628\u0627\u0644\u0627.<\/span><\/p>\n

            BI \u0645\u062f\u0631\u0646<\/span><\/h3>\n

            \u062e\u062f\u0645\u0627\u062a \u0627\u0628\u0631\u06cc \u0645\u062b\u0644\u00a0<\/span>Power BI Service<\/span><\/strong>\u060c\u00a0<\/span>Tableau Cloud<\/span><\/strong>\u00a0\u0648\u00a0<\/span>Google Looker<\/span><\/strong>:<\/span><\/p>\n

              \n
            • \n

              \u0628\u062f\u0648\u0646 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u062e\u0631\u06cc\u062f \u0633\u0631\u0648\u0631 \u2013 \u067e\u0631\u062f\u0627\u062e\u062a \u0628\u0647 \u0627\u0632\u0627\u06cc \u0645\u0635\u0631\u0641 (Pay as you go)<\/span><\/p>\n<\/li>\n

            • \n

              \u0645\u0642\u06cc\u0627\u0633\u200c\u067e\u0630\u06cc\u0631\u06cc \u062e\u0648\u062f\u06a9\u0627\u0631 \u2013 \u0627\u0632 \u06f1\u06f0 \u06a9\u0627\u0631\u0628\u0631 \u0628\u0647 \u06f1\u06f0,\u06f0\u06f0\u06f0 \u06a9\u0627\u0631\u0628\u0631 \u0628\u062f\u0648\u0646 \u062f\u0631\u062f\u0633\u0631<\/span><\/p>\n<\/li>\n

            • \n

              \u0628\u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc \u062e\u0648\u062f\u06a9\u0627\u0631 \u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u062c\u062f\u06cc\u062f \u2013 \u0628\u062f\u0648\u0646 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u0646\u0635\u0628 \u0648 \u062a\u0646\u0638\u06cc\u0645<\/span><\/p>\n<\/li>\n

            • \n

              \u062f\u0633\u062a\u0631\u0633\u06cc \u0627\u0632 \u0647\u0631 \u0646\u0642\u0637\u0647\u060c \u0628\u0627 \u0647\u0631 \u062f\u0633\u062a\u06af\u0627\u0647\u06cc (\u0645\u0648\u0628\u0627\u06cc\u0644\u060c \u062a\u0628\u0644\u062a\u060c \u0644\u067e\u200c\u062a\u0627\u067e)<\/span><\/p>\n<\/li>\n<\/ul>\n

              \u0648\u0636\u0639\u06cc\u062a \u062f\u0631 \u0627\u06cc\u0631\u0627\u0646<\/span><\/h3>\n

              \u0627\u06af\u0631\u0686\u0647 \u062a\u062d\u0631\u06cc\u0645\u200c\u0647\u0627 \u062f\u0633\u062a\u0631\u0633\u06cc \u0645\u0633\u062a\u0642\u06cc\u0645 \u0628\u0647 \u0628\u0631\u062e\u06cc \u062e\u062f\u0645\u0627\u062a \u0627\u0628\u0631\u06cc \u0628\u06cc\u0646\u200c\u0627\u0644\u0645\u0644\u0644\u06cc \u0631\u0627 \u0645\u062d\u062f\u0648\u062f \u06a9\u0631\u062f\u0647\u060c \u0631\u0627\u0647\u06a9\u0627\u0631\u0647\u0627\u06cc \u062c\u0627\u06cc\u06af\u0632\u06cc\u0646 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f:<\/span><\/p>\n

                \n
              • \n

                Power BI Report Server (\u0646\u0633\u062e\u0647 On-premise)<\/span><\/strong>\u00a0\u0628\u0627 \u062a\u0645\u0627\u0645 \u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u0627\u0635\u0644\u06cc \u0627\u0645\u0627 \u0631\u0648\u06cc \u0633\u0631\u0648\u0631\u0647\u0627\u06cc \u062f\u0627\u062e\u0644\u06cc<\/span><\/p>\n<\/li>\n

              • \n

                \u0627\u0628\u0631\u0647\u0627\u06cc \u062f\u0627\u062e\u0644\u06cc<\/span><\/strong>\u00a0\u0645\u0627\u0646\u0646\u062f \u0627\u0628\u0631 \u0622\u0631\u0648\u0627\u0646\u060c \u0627\u0628\u0631 \u0627\u0628\u0631\u0622\u0631\u0648\u0627\u0646\u060c \u0648 \u0627\u0628\u0631 \u0645\u0644\u06cc \u06a9\u0647 \u0628\u0631\u062e\u06cc \u0633\u0631\u0648\u06cc\u0633\u200c\u0647\u0627\u06cc BI \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u062f\u0647\u0646\u062f<\/span><\/p>\n<\/li>\n

              • \n

                \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u062a\u0631\u06a9\u06cc\u0628\u06cc (Hybrid):<\/span><\/strong>\u00a0\u0645\u062f\u0644\u200c\u0633\u0627\u0632\u06cc \u0648 \u0633\u0627\u062e\u062a \u062f\u0627\u0634\u0628\u0648\u0631\u062f \u062f\u0631 Power BI Desktop (\u0631\u0627\u06cc\u06af\u0627\u0646) \u0648 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u0631\u0648\u06cc \u0633\u0631\u0648\u0631 \u062f\u0627\u062e\u0644\u06cc<\/span><\/p>\n<\/li>\n<\/ul>\n

                \u0631\u0648\u0646\u062f \u067e\u0646\u062c\u0645: \u0627\u0632 \u062c\u062f\u0627\u06af\u0627\u0646\u0647 \u0628\u0647 \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647 \u0628\u0627 Data Governance (\u0627\u0632 \u067e\u0631\u0627\u06a9\u0646\u062f\u0647 \u0628\u0647 \u062d\u0627\u06a9\u0645\u06cc\u062a \u062f\u0627\u062f\u0647)<\/span><\/h2>\n

                BI \u0633\u0646\u062a\u06cc<\/span><\/h3>\n

                \u0647\u0631 \u0628\u062e\u0634 \u062f\u0627\u0634\u0628\u0648\u0631\u062f \u062e\u0648\u062f \u0631\u0627 \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062e\u0648\u062f\u0634 \u0645\u06cc\u200c\u0633\u0627\u0632\u062f. \u0646\u062a\u06cc\u062c\u0647: \u06f5 \u062f\u0627\u0634\u0628\u0648\u0631\u062f \u0645\u062e\u062a\u0644\u0641 \u0628\u0627 \u06f5 \u0639\u062f\u062f \u0645\u062a\u0641\u0627\u0648\u062a \u0628\u0631\u0627\u06cc \u06cc\u06a9 KPI \u0648\u0627\u062d\u062f.<\/span><\/p>\n

                BI \u0645\u062f\u0631\u0646<\/span><\/h3>\n

                \u0645\u0631\u06a9\u0632 \u062a\u0639\u0627\u0644\u06cc \u062f\u0627\u062f\u0647 (Center of Excellence)<\/span><\/strong>\u00a0\u0627\u06cc\u062c\u0627\u062f \u0645\u06cc\u200c\u0634\u0648\u062f \u06a9\u0647 \u0645\u0633\u0626\u0648\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u0632\u06cc\u0631 \u0631\u0627 \u0628\u0631 \u0639\u0647\u062f\u0647 \u062f\u0627\u0631\u062f:<\/span><\/p>\n

                  \n
                • \n

                  \u062a\u0639\u0631\u06cc\u0641 \u06cc\u06a9 \u0645\u062f\u0644 \u062f\u0627\u062f\u0647 \u0645\u0634\u062a\u0631\u06a9 \u062f\u0631 \u0633\u0631\u0627\u0633\u0631 \u0633\u0627\u0632\u0645\u0627\u0646<\/span><\/p>\n<\/li>\n

                • \n

                  \u0645\u062f\u06cc\u0631\u06cc\u062a \u062f\u0633\u062a\u0631\u0633\u06cc\u200c\u0647\u0627 \u0648 \u0627\u0645\u0646\u06cc\u062a \u062f\u0627\u062f\u0647 \u062f\u0631 \u0633\u0637\u062d \u0631\u062f\u06cc\u0641 (Row-Level Security)<\/span><\/p>\n<\/li>\n

                • \n

                  \u062a\u0623\u06cc\u06cc\u062f \u06a9\u06cc\u0641\u06cc\u062a \u0648 \u0627\u0639\u062a\u0628\u0627\u0631 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0642\u0628\u0644 \u0627\u0632 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062f\u0631 \u062f\u0627\u0634\u0628\u0648\u0631\u062f\u0647\u0627<\/span><\/p>\n<\/li>\n

                • \n

                  \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u06a9\u0627\u062a\u0627\u0644\u0648\u06af \u062f\u0627\u062f\u0647 (Data Catalog) \u06a9\u0647 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u0628\u062f\u0627\u0646\u0646\u062f \u0647\u0631 \u062f\u0627\u062f\u0647\u200c\u0627\u06cc \u0627\u0632 \u06a9\u062c\u0627 \u0622\u0645\u062f\u0647 \u0648 \u0628\u0647 \u0686\u0647 \u0645\u0639\u0646\u0627\u0633\u062a<\/span><\/p>\n<\/li>\n<\/ul>\n

                  \u06a9\u0627\u0631\u0628\u0631\u062f \u0639\u0645\u0644\u06cc: \u062d\u0627\u06a9\u0645\u06cc\u062a \u062f\u0627\u062f\u0647 \u062f\u0631 \u0628\u0627\u0646\u06a9<\/span><\/h3>\n

                  \u06cc\u06a9 \u0628\u0627\u0646\u06a9 \u0628\u0632\u0631\u06af \u0628\u0627 \u06f2\u06f0 \u0628\u062e\u0634 \u0645\u062e\u062a\u0644\u0641 (\u0628\u0627\u0632\u0627\u0631\u06cc\u0627\u0628\u06cc\u060c \u0631\u06cc\u0633\u06a9\u060c \u0639\u0645\u0644\u06cc\u0627\u062a\u060c \u0645\u0646\u0627\u0628\u0639 \u0627\u0646\u0633\u0627\u0646\u06cc\u060c \u0648...) \u0642\u0628\u0644\u0627\u064b \u0647\u0631 \u0628\u062e\u0634 \u062a\u0639\u0631\u06cc\u0641 \u0645\u062a\u0641\u0627\u0648\u062a\u06cc \u0627\u0632 \u00ab\u0645\u0634\u062a\u0631\u06cc \u0641\u0639\u0627\u0644\u00bb \u062f\u0627\u0634\u062a. \u0628\u062e\u0634 \u0628\u0627\u0632\u0627\u0631\u06cc\u0627\u0628\u06cc \u0645\u0634\u062a\u0631\u06cc \u0641\u0639\u0627\u0644 \u0631\u0627 \u06a9\u0633\u06cc \u0645\u06cc\u200c\u062f\u0627\u0646\u0633\u062a \u06a9\u0647 \u062f\u0631 \u06f3 \u0645\u0627\u0647 \u06af\u0630\u0634\u062a\u0647 \u062a\u0631\u0627\u06a9\u0646\u0634 \u062f\u0627\u0634\u062a\u0647\u060c \u0628\u062e\u0634 \u0631\u06cc\u0633\u06a9 \u06a9\u0633\u06cc \u06a9\u0647 \u062d\u0633\u0627\u0628 \u062c\u0627\u0631\u06cc \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f\u060c \u0628\u062e\u0634 \u0648\u0627\u0645 \u06a9\u0633\u06cc \u06a9\u0647 \u0627\u0642\u0633\u0627\u0637 \u062e\u0648\u062f \u0631\u0627 \u0628\u0647 \u0645\u0648\u0642\u0639 \u067e\u0631\u062f\u0627\u062e\u062a\u0647 \u0628\u0627\u0634\u062f.<\/span><\/p>\n

                  \u067e\u0633 \u0627\u0632 \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u062d\u0627\u06a9\u0645\u06cc\u062a \u062f\u0627\u062f\u0647 \u0628\u0627 Power BI:<\/span><\/p>\n

                    \n
                  • \n

                    \u06cc\u06a9 \u062a\u0639\u0631\u06cc\u0641 \u0648\u0627\u062d\u062f \u0627\u0632 \u00ab\u0645\u0634\u062a\u0631\u06cc \u0641\u0639\u0627\u0644\u00bb \u062f\u0631 \u0633\u0631\u0627\u0633\u0631 \u0628\u0627\u0646\u06a9 \u062a\u0635\u0648\u06cc\u0628 \u0634\u062f<\/span><\/p>\n<\/li>\n

                  • \n

                    \u0645\u0646\u0634\u0623 \u062f\u0627\u062f\u0647 (\u0633\u06cc\u0633\u062a\u0645 Core Banking) \u0648 \u0641\u0631\u0645\u0648\u0644 \u0645\u062d\u0627\u0633\u0628\u0647 \u062f\u0631 Data Catalog \u062b\u0628\u062a \u0634\u062f<\/span><\/p>\n<\/li>\n

                  • \n

                    \u0647\u0631 \u062f\u0627\u0634\u0628\u0648\u0631\u062f\u06cc \u06a9\u0647 \u0627\u0632 \u0627\u06cc\u0646 KPI \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f\u060c \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u0627\u0632 \u0647\u0645\u0627\u0646 \u062a\u0639\u0631\u06cc\u0641 \u067e\u06cc\u0631\u0648\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f<\/span><\/p>\n<\/li>\n<\/ul>\n

                    \u0646\u062a\u06cc\u062c\u0647:<\/span><\/strong>\u00a0\u062f\u06cc\u06af\u0631 \u0647\u06cc\u0686 \u062c\u0644\u0633\u0647 \u0645\u062f\u06cc\u0631\u06cc\u062a\u06cc \u0628\u0631 \u0633\u0631 \u00ab\u0631\u0642\u0645 \u0648\u0627\u0642\u0639\u06cc\u00bb \u0627\u062e\u062a\u0644\u0627\u0641 \u0646\u0638\u0631 \u0648\u062c\u0648\u062f \u0646\u062f\u0627\u0631\u062f.<\/span><\/p>\n

                    \u062c\u0645\u0639\u200c\u0628\u0646\u062f\u06cc: \u0647\u0648\u0634 \u062a\u062c\u0627\u0631\u06cc + \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc = \u0647\u0648\u0634 \u0633\u0627\u0632\u0645\u0627\u0646\u06cc \u0646\u0633\u0644 \u062c\u062f\u06cc\u062f<\/span><\/h2>\n

                    \u062a\u0631\u06a9\u06cc\u0628 \u0647\u0648\u0634 \u062a\u062c\u0627\u0631\u06cc \u0648 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc\u060c \u062a\u062d\u0648\u0644\u06cc \u0628\u0647 \u0627\u0646\u062f\u0627\u0632\u0647 \u0638\u0647\u0648\u0631 \u0627\u06cc\u0646\u062a\u0631\u0646\u062a \u062f\u0631 \u06a9\u0633\u0628\u200c\u0648\u06a9\u0627\u0631\u0647\u0627 \u0627\u06cc\u062c\u0627\u062f \u062e\u0648\u0627\u0647\u062f \u06a9\u0631\u062f. \u0633\u0627\u0632\u0645\u0627\u0646\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0627\u0645\u0631\u0648\u0632 \u0634\u0631\u0648\u0639 \u0628\u0647 \u062d\u0631\u06a9\u062a \u0627\u0632 BI \u0633\u0646\u062a\u06cc \u0628\u0647 \u0633\u0645\u062a\u00a0<\/span>Augmented Analytics<\/span><\/strong>\u00a0\u0648\u00a0<\/span>Predictive BI<\/span><\/strong>\u00a0\u0645\u06cc\u200c\u06a9\u0646\u0646\u062f\u060c \u062f\u0631 \u06f5 \u0633\u0627\u0644 \u0622\u06cc\u0646\u062f\u0647 \u0645\u0632\u06cc\u062a \u0631\u0642\u0627\u0628\u062a\u06cc \u063a\u06cc\u0631\u0642\u0627\u0628\u0644 \u0639\u0628\u0648\u0631\u06cc \u0627\u06cc\u062c\u0627\u062f \u062e\u0648\u0627\u0647\u0646\u062f \u06a9\u0631\u062f.<\/span><\/p>\n

                    \u0646\u0642\u0634\u0647 \u0631\u0627\u0647 \u067e\u06cc\u0634\u0646\u0647\u0627\u062f\u06cc \u0628\u0631\u0627\u06cc \u0633\u0627\u0632\u0645\u0627\u0646 \u0634\u0645\u0627<\/span><\/h3>\n
                    \n
                    \n
                    \u00a0<\/div>\n
                    \u00a0<\/div>\n<\/div>\n\n\n\n\n\n\n\n\n\n
                    \u0641\u0627\u0632<\/span><\/th>\n\u0627\u0642\u062f\u0627\u0645\u0627\u062a<\/span><\/th>\n\u0632\u0645\u0627\u0646<\/span><\/th>\n<\/tr>\n<\/thead>\n
                    \u0641\u0627\u0632 \u06f1 (\u067e\u0627\u06cc\u0647)<\/span><\/td>\n\u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc BI \u0633\u0646\u062a\u06cc (\u062f\u06cc\u062f\u0646 \u06af\u0630\u0634\u062a\u0647) \u0631\u0648\u06cc \u06cc\u06a9 \u067e\u0631\u0648\u0698\u0647 \u067e\u0627\u06cc\u0644\u0648\u062a<\/span><\/td>\n\u06f3-\u06f4 \u0645\u0627\u0647<\/span><\/td>\n<\/tr>\n
                    \u0641\u0627\u0632 \u06f2 (\u067e\u06cc\u0634\u0631\u0641\u062a\u0647)<\/span><\/td>\n\u0627\u0636\u0627\u0641\u0647 \u06a9\u0631\u062f\u0646 \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc\u200c\u0647\u0627\u06cc \u0633\u0627\u062f\u0647 (\u0645\u062b\u0644 \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0641\u0631\u0648\u0634 \u0628\u0627 \u0631\u06af\u0631\u0633\u06cc\u0648\u0646 \u062e\u0637\u06cc)<\/span><\/td>\n\u06f2-\u06f3 \u0645\u0627\u0647<\/span><\/td>\n<\/tr>\n
                    \u0641\u0627\u0632 \u06f3 (Augmented)<\/span><\/td>\n\u0641\u0639\u0627\u0644 \u06a9\u0631\u062f\u0646 \u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc Q&A \u0648 Insight Discovery \u062f\u0631 Power BI<\/span><\/td>\n\u06f1-\u06f2 \u0645\u0627\u0647<\/span><\/td>\n<\/tr>\n
                    \u0641\u0627\u0632 \u06f4 (Real-time)<\/span><\/td>\n\u0627\u062a\u0635\u0627\u0644 \u0628\u0647 \u0645\u0646\u0627\u0628\u0639 \u062f\u0627\u062f\u0647 \u0632\u0646\u062f\u0647 (IoT\u060c \u0648\u0628\u060c API)<\/span><\/td>\n\u06f2-\u06f3 \u0645\u0627\u0647<\/span><\/td>\n<\/tr>\n
                    \u0641\u0627\u0632 \u06f5 (AI-Native)<\/span><\/td>\n\u0633\u0627\u062e\u062a \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0633\u0641\u0627\u0631\u0634\u06cc \u0628\u0627 Python \u0648 \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647 \u0628\u0627 Power BI<\/span><\/td>\n\u06f3-\u06f6 \u0645\u0627\u0647<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n

                    \u0634\u0631\u06a9\u062a\u00a0<\/span>\u00ab\u062a\u0648\u0633\u0639\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062e\u0644\u06cc\u062c \u0641\u0627\u0631\u0633\u00bb<\/span><\/strong>\u00a0\u0628\u0627 \u062a\u06cc\u0645\u06cc \u0645\u062a\u0634\u06a9\u0644 \u0627\u0632 \u0645\u062a\u062e\u0635\u0635\u0627\u0646 BI\u060c \u062f\u0627\u062f\u0647\u200c\u06a9\u0627\u0648 \u0648 \u0645\u0647\u0646\u062f\u0633\u0627\u0646 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u060c \u0622\u0645\u0627\u062f\u0647 \u0627\u0633\u062a \u062a\u0627 \u0633\u0627\u0632\u0645\u0627\u0646 \u0634\u0645\u0627 \u0631\u0627 \u062f\u0631 \u0627\u06cc\u0646 \u0633\u0641\u0631 \u062a\u062d\u0648\u0644\u200c\u0622\u0641\u0631\u06cc\u0646 \u0647\u0645\u0631\u0627\u0647\u06cc \u06a9\u0646\u062f. \u0627\u0632 \u0627\u0631\u0632\u06cc\u0627\u0628\u06cc \u0628\u0644\u0648\u063a \u062f\u0627\u062f\u0647 \u062a\u0627 \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647\u200c\u062a\u0631\u06cc\u0646 \u0645\u062f\u0644\u200c\u0647\u0627\u06cc \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc\u060c \u0647\u0645\u0647 \u062e\u062f\u0645\u0627\u062a \u0631\u0627 \u0628\u0627 \u0628\u0627\u0644\u0627\u062a\u0631\u06cc\u0646 \u06a9\u06cc\u0641\u06cc\u062a \u0648 \u0645\u062a\u0646\u0627\u0633\u0628 \u0628\u0627 \u0634\u0631\u0627\u06cc\u0637 \u06a9\u0633\u0628\u200c\u0648\u06a9\u0627\u0631 \u0627\u06cc\u0631\u0627\u0646\u06cc \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u062f\u0647\u06cc\u0645.<\/span><\/p>\n

                    \n<\/div>\n<\/div>\n
                    \n
                    \n
                    \n
                    \u00a0<\/div>\n
                    \u00a0<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"

                    \u0645\u0642\u062f\u0645\u0647: \u067e\u0627\u06cc\u0627\u0646 \u0639\u0635\u0631 BI \u0633\u0646\u062a\u06cc \u0628\u0631\u0627\u06cc \u062f\u0648 \u062f\u0647\u0647\u060c \u0647\u0648\u0634 \u062a\u062c\u0627\u0631\u06cc \u0628\u0647 \u0645\u0627 \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0631\u062f \u0628\u0647 \u0633\u0648\u0627\u0644\u0627\u062a\u06cc \u0645\u0627\u0646\u0646\u062f \u00ab\u062f\u0631 \u0645\u0627\u0647 \u06af\u0630\u0634\u062a\u0647<\/p>\n","protected":false},"author":1,"featured_media":29865,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[135,133],"tags":[141,139,137],"class_list":["post-29942","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-135","category-133","tag-powerbi","tag-139","tag-137"],"yoast_head":"\n\u0622\u06cc\u0646\u062f\u0647 \u0647\u0648\u0634 \u062a\u062c\u0627\u0631\u06cc: \u0627\u0632 \u062f\u06cc\u062f\u0646 \u06af\u0630\u0634\u062a\u0647 \u0628\u0647 \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0622\u06cc\u0646\u062f\u0647 \u0628\u0627 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc - \u062a\u0648\u0633\u0639\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062e\u0644\u06cc\u062c \u0641\u0627\u0631\u0633<\/title>\n<meta name=\"description\" content=\"\u0622\u06cc\u0646\u062f\u0647 \u0647\u0648\u0634 \u062a\u062c\u0627\u0631\u06cc: \u0627\u0632 \u062f\u06cc\u062f\u0646 \u06af\u0630\u0634\u062a\u0647 \u0628\u0647 \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0622\u06cc\u0646\u062f\u0647 \u0628\u0627 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc| \u062a\u0648\u0633\u0639\u0647 \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u062e\u0644\u06cc\u062c \u0641\u0627\u0631\u0633 | \u0637\u0631\u0627\u062d \u0648 \u0645\u062c\u0631\u06cc \u067e\u0631\u0648\u0698\u0647 \u0647\u0627\u06cc \u0647\u0648\u0634 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