{"id":36087,"date":"2026-01-26T00:00:43","date_gmt":"2026-01-25T23:00:43","guid":{"rendered":"https:\/\/jobsdz.com\/2026\/01\/%d9%83%d9%8a%d9%81%d9%8a%d8%a9-%d8%a5%d8%b9%d8%af%d8%a7%d8%af-%d8%aa%d9%82%d8%a7%d8%b1%d9%8a%d8%b1-dashboard-%d8%a7%d8%ad%d8%aa%d8%b1%d8%a7%d9%81%d9%8a%d8%a9-%d8%af%d9%84%d9%8a%d9%84-%d8%ae%d8%b7\/"},"modified":"2026-01-26T00:00:43","modified_gmt":"2026-01-25T23:00:43","slug":"%d9%83%d9%8a%d9%81%d9%8a%d8%a9-%d8%a5%d8%b9%d8%af%d8%a7%d8%af-%d8%aa%d9%82%d8%a7%d8%b1%d9%8a%d8%b1-dashboard-%d8%a7%d8%ad%d8%aa%d8%b1%d8%a7%d9%81%d9%8a%d8%a9-%d8%af%d9%84%d9%8a%d9%84-%d8%ae%d8%b7","status":"publish","type":"post","link":"https:\/\/jobsdz.com\/ar\/2026\/01\/%d9%83%d9%8a%d9%81%d9%8a%d8%a9-%d8%a5%d8%b9%d8%af%d8%a7%d8%af-%d8%aa%d9%82%d8%a7%d8%b1%d9%8a%d8%b1-dashboard-%d8%a7%d8%ad%d8%aa%d8%b1%d8%a7%d9%81%d9%8a%d8%a9-%d8%af%d9%84%d9%8a%d9%84-%d8%ae%d8%b7\/","title":{"rendered":"\u0643\u064a\u0641\u064a\u0629 \u0625\u0639\u062f\u0627\u062f \u062a\u0642\u0627\u0631\u064a\u0631 Dashboard \u0627\u062d\u062a\u0631\u0627\u0641\u064a\u0629 \u062f\u0644\u064a\u0644 \u062e\u0637\u0648\u0629 \u0628\u062e\u0637\u0648\u0629"},"content":{"rendered":"<p>\u0641\u064a \u0627\u0644\u0645\u0634\u0647\u062f \u0627\u0644\u0631\u0642\u0645\u064a \u0627\u0644\u062d\u0627\u0644\u064a\u060c \u0644\u0645 \u062a\u0639\u062f \u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u0641\u0647\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u062a\u0631\u0641\u064b\u0627 \u064a\u0642\u062a\u0635\u0631 \u0639\u0644\u0649 \u0645\u062d\u0644\u0644\u064a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u062e\u0628\u0631\u0627\u0621 \u0627\u0644\u062a\u0642\u0646\u064a\u064a\u0646\u060c \u0628\u0644 \u0623\u0635\u0628\u062d\u062a \u0644\u063a\u0629 \u0627\u0644\u0639\u0635\u0631 \u0627\u0644\u062a\u064a \u064a\u062c\u0628 \u0639\u0644\u0649 \u0643\u0644 \u0645\u0647\u0646\u064a \u0637\u0645\u0648\u062d \u0625\u062a\u0642\u0627\u0646\u0647\u0627. \u0625\u0646 \u062a\u062d\u0648\u064a\u0644 \u062c\u062f\u0627\u0648\u0644 \u0627\u0644\u0623\u0631\u0642\u0627\u0645 \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0648\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0623\u0648\u0644\u064a\u0629 \u0625\u0644\u0649 \u0631\u0624\u0649 \u0648\u0627\u0636\u062d\u0629 \u0648\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0646\u0641\u064a\u0630 \u0647\u0648 \u0645\u0627 \u064a\u0645\u064a\u0632 \u0627\u0644\u0642\u0627\u062f\u0629 \u0648\u0635\u0646\u0627\u0639 \u0627\u0644\u0642\u0631\u0627\u0631 \u0639\u0646 \u063a\u064a\u0631\u0647\u0645. \u0648\u0647\u0646\u0627 \u064a\u0623\u062a\u064a \u062f\u0648\u0631 \u0644\u0648\u062d\u0627\u062a \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a (Dashboards) \u0643\u0623\u062f\u0627\u0629 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0644\u0627 \u063a\u0646\u0649 \u0639\u0646\u0647\u0627\u060c \u0641\u0647\u064a \u0627\u0644\u062c\u0633\u0631 \u0627\u0644\u0630\u064a \u064a\u0631\u0628\u0637 \u0628\u064a\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062e\u0627\u0645 \u0648\u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a \u0627\u0644\u0630\u0643\u064a\u0629\u060c \u0648\u0625\u062a\u0642\u0627\u0646 \u0625\u0639\u062f\u0627\u062f\u0647\u0627 \u0644\u0645 \u064a\u0639\u062f \u0645\u0647\u0627\u0631\u0629 \u0625\u0636\u0627\u0641\u064a\u0629\u060c \u0628\u0644 \u0647\u0648 \u0623\u062d\u062f \u0627\u0644\u0623\u0635\u0648\u0644 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0641\u064a \u0633\u064a\u0631\u062a\u0643 \u0627\u0644\u0630\u0627\u062a\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u0641\u062a\u062d \u0644\u0643 \u0623\u0628\u0648\u0627\u0628\u064b\u0627 \u0648\u0627\u0633\u0639\u0629 \u0641\u064a \u0645\u0633\u0627\u0631\u0643 \u0627\u0644\u0645\u0647\u0646\u064a \u0627\u0644\u0639\u0627\u0644\u0645\u064a.<\/p>\n\n<h2>\u0645\u0627 \u0647\u064a \u0644\u0648\u062d\u0629 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a (Dashboard) \u0648\u0644\u0645\u0627\u0630\u0627 \u0647\u064a \u062d\u0627\u0633\u0645\u0629 \u0644\u0646\u062c\u0627\u062d\u0643 \u0627\u0644\u0645\u0647\u0646\u064a\u061f<\/h2>\n<p>\u0644\u0648\u062d\u0629 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a\u060c \u0641\u064a \u062c\u0648\u0647\u0631\u0647\u0627\u060c \u0647\u064a \u0648\u0627\u062c\u0647\u0629 \u0645\u0631\u0626\u064a\u0629 (Visual Interface) \u062a\u0642\u062f\u0645 \u0639\u0631\u0636\u064b\u0627 \u0645\u0644\u062e\u0635\u064b\u0627 \u0648\u0645\u0628\u0627\u0634\u0631\u064b\u0627 \u0644\u0623\u0647\u0645 \u0645\u0624\u0634\u0631\u0627\u062a \u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 (KPIs) \u0627\u0644\u0645\u062a\u0639\u0644\u0642\u0629 \u0628\u0647\u062f\u0641 \u0623\u0648 \u0639\u0645\u0644\u064a\u0629 \u0645\u0639\u064a\u0646\u0629. \u062a\u062e\u064a\u0644\u0647\u0627 \u0643\u0644\u0648\u062d\u0629 \u0639\u062f\u0627\u062f\u0627\u062a \u0627\u0644\u0633\u064a\u0627\u0631\u0629 \u0627\u0644\u062a\u064a \u062a\u0645\u0646\u062d\u0643 \u0646\u0638\u0631\u0629 \u0633\u0631\u064a\u0639\u0629 \u0639\u0644\u0649 \u0627\u0644\u0633\u0631\u0639\u0629\u060c \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0648\u0642\u0648\u062f\u060c \u0648\u062d\u0631\u0627\u0631\u0629 \u0627\u0644\u0645\u062d\u0631\u0643 \u062f\u0648\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0625\u0644\u0649 \u0641\u062a\u062d \u063a\u0637\u0627\u0621 \u0627\u0644\u0645\u062d\u0631\u0643 \u0648\u0641\u062d\u0635 \u0643\u0644 \u062c\u0632\u0621 \u0639\u0644\u0649 \u062d\u062f\u0629. \u0628\u0627\u0644\u0645\u062b\u0644\u060c \u062a\u062a\u064a\u062d \u0644\u0648\u062d\u0629 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0644\u0644\u0645\u062f\u064a\u0631\u064a\u0646 \u0648\u0623\u0635\u062d\u0627\u0628 \u0627\u0644\u0645\u0635\u0644\u062d\u0629 \u0645\u0631\u0627\u0642\u0628\u0629 \u0623\u062f\u0627\u0621 \u0627\u0644\u0623\u0639\u0645\u0627\u0644\u060c \u062a\u062a\u0628\u0639 \u0627\u0644\u0623\u0647\u062f\u0627\u0641\u060c \u0648\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0645\u0634\u0627\u0643\u0644 \u0623\u0648 \u0627\u0644\u0641\u0631\u0635 \u0628\u0646\u0638\u0631\u0629 \u0648\u0627\u062d\u062f\u0629\u060c \u0645\u0645\u0627 \u064a\u062a\u064a\u062d \u0627\u062a\u062e\u0627\u0630 \u0642\u0631\u0627\u0631\u0627\u062a \u0633\u0631\u064a\u0639\u0629 \u0648\u0645\u0628\u0646\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u0623\u062f\u0644\u0629 (Data-Driven Decisions).<\/p>\n<h3>\u0627\u0644\u0641\u0631\u0642 \u0627\u0644\u062c\u0648\u0647\u0631\u064a \u0628\u064a\u0646 \u0627\u0644\u062a\u0642\u0631\u064a\u0631 \u0627\u0644\u0639\u0627\u062f\u064a \u0648\u0644\u0648\u062d\u0629 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a<\/h3>\n<p>\u0642\u062f \u064a\u062e\u0644\u0637 \u0627\u0644\u0643\u062b\u064a\u0631\u0648\u0646 \u0628\u064a\u0646 \u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629 \u0648\u0644\u0648\u062d\u0627\u062a \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a\u060c \u0644\u0643\u0646 \u0627\u0644\u0641\u0627\u0631\u0642 \u0628\u064a\u0646\u0647\u0645\u0627 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a \u0648\u0639\u0645\u0644\u064a. \u0627\u0644\u062a\u0642\u0631\u064a\u0631 \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u064a\u0643\u0648\u0646 \u0648\u062b\u064a\u0642\u0629 \u062b\u0627\u0628\u062a\u0629 (Static)\u060c \u062a\u0642\u062f\u0645 \u062a\u062d\u0644\u064a\u0644\u064b\u0627 \u0645\u0641\u0635\u0644\u064b\u0627 \u0644\u0641\u062a\u0631\u0629 \u0632\u0645\u0646\u064a\u0629 \u0645\u062d\u062f\u062f\u0629 \u0628\u0647\u062f\u0641 \u0627\u0644\u0625\u062c\u0627\u0628\u0629 \u0639\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0629 \u0645\u0646 \u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0645\u0633\u0628\u0642\u064b\u0627. \u0623\u0645\u0627 \u0644\u0648\u062d\u0629 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0641\u0647\u064a \u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a\u0629 (Dynamic) \u0648\u062a\u0641\u0627\u0639\u0644\u064a\u0629\u060c \u0645\u0635\u0645\u0645\u0629 \u0644\u0644\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u0645\u0631\u0629 \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0627\u0633\u062a\u0643\u0634\u0627\u0641\u064a. \u064a\u0648\u0636\u062d \u0627\u0644\u062c\u062f\u0648\u0644 \u0627\u0644\u062a\u0627\u0644\u064a \u0623\u0628\u0631\u0632 \u0627\u0644\u0641\u0631\u0648\u0642\u0627\u062a:<\/p>\n<table style=\"width:100%; border-collapse: collapse; border: 1px solid #ddd;\">\n<thead style=\"background-color: #f2f2f2;\">\n<tr>\n<th style=\"padding: 12px; border: 1px solid #ddd; text-align: right;\">\u0627\u0644\u0645\u064a\u0632\u0629<\/th>\n<th style=\"padding: 12px; border: 1px solid #ddd; text-align: right;\">\u0627\u0644\u062a\u0642\u0631\u064a\u0631 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a (Report)<\/th>\n<th style=\"padding: 12px; border: 1px solid #ddd; text-align: right;\">\u0644\u0648\u062d\u0629 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a (Dashboard)<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"padding: 12px; border: 1px solid #ddd;\"><strong>\u0627\u0644\u063a\u0631\u0636 \u0627\u0644\u0623\u0633\u0627\u0633\u064a<\/strong><\/td>\n<td style=\"padding: 12px; border: 1px solid #ddd;\">\u062a\u0648\u0641\u064a\u0631 \u062a\u062d\u0644\u064a\u0644 \u0639\u0645\u064a\u0642 \u0648\u0645\u0641\u0635\u0644 \u062d\u0648\u0644 \u0645\u0648\u0636\u0648\u0639 \u0645\u0639\u064a\u0646 (\u064a\u062c\u064a\u0628 \u0639\u0644\u0649 &#8220;\u0645\u0627\u0630\u0627 \u062d\u062f\u062b\u061f&#8221;).<\/td>\n<td style=\"padding: 12px; border: 1px solid #ddd;\">\u0645\u0631\u0627\u0642\u0628\u0629 \u0627\u0644\u0623\u062f\u0627\u0621 \u0628\u0634\u0643\u0644 \u0645\u0633\u062a\u0645\u0631 \u0648\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0627\u0646\u062d\u0631\u0627\u0641\u0627\u062a (\u064a\u062c\u064a\u0628 \u0639\u0644\u0649 &#8220;\u0645\u0627\u0630\u0627 \u064a\u062d\u062f\u062b \u0627\u0644\u0622\u0646\u061f&#8221;).<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 12px; border: 1px solid #ddd;\"><strong>\u0637\u0628\u064a\u0639\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/strong><\/td>\n<td style=\"padding: 12px; border: 1px solid #ddd;\">\u062b\u0627\u0628\u062a\u0629 (Snapshot in time)\u060c \u062a\u063a\u0637\u064a \u0641\u062a\u0631\u0629 \u0632\u0645\u0646\u064a\u0629 \u0645\u0646\u062a\u0647\u064a\u0629.<\/td>\n<td style=\"padding: 12px; border: 1px solid #ddd;\">\u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a\u0629\u060c \u062a\u064f\u062d\u062f\u0651\u062b \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0634\u0643\u0644 \u062f\u0648\u0631\u064a (\u0642\u062f \u064a\u0643\u0648\u0646 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a).<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 12px; border: 1px solid #ddd;\"><strong>\u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u062a\u0641\u0627\u0639\u0644<\/strong><\/td>\n<td style=\"padding: 12px; border: 1px solid #ddd;\">\u0645\u0646\u062e\u0641\u0636\u060c \u0639\u0627\u062f\u0629 \u0645\u0627 \u064a\u0643\u0648\u0646 \u0644\u0644\u0642\u0631\u0627\u0621\u0629 \u0641\u0642\u0637.<\/td>\n<td style=\"padding: 12px; border: 1px solid #ddd;\">\u0645\u0631\u062a\u0641\u0639\u060c \u064a\u0633\u0645\u062d \u0628\u0627\u0644\u062a\u0635\u0641\u064a\u0629\u060c \u0627\u0644\u062a\u0646\u0642\u0644 \u0628\u064a\u0646 \u0627\u0644\u062a\u0641\u0627\u0635\u064a\u0644 (Drill-down)\u060c \u0648\u062a\u063a\u064a\u064a\u0631 \u0627\u0644\u0639\u0631\u0636.<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 12px; border: 1px solid #ddd;\"><strong>\u062d\u062c\u0645 \u0627\u0644\u0645\u062d\u062a\u0648\u0649<\/strong><\/td>\n<td style=\"padding: 12px; border: 1px solid #ddd;\">\u0637\u0648\u064a\u0644 \u0648\u0645\u0641\u0635\u0644\u060c \u0642\u062f \u064a\u0645\u062a\u062f \u0644\u0635\u0641\u062d\u0627\u062a \u0639\u062f\u064a\u062f\u0629.<\/td>\n<td style=\"padding: 12px; border: 1px solid #ddd;\">\u0645\u0648\u062c\u0632 \u0648\u0645\u0631\u0643\u0651\u0632\u060c \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u064a\u0643\u0648\u0646 \u0641\u064a \u0634\u0627\u0634\u0629 \u0648\u0627\u062d\u062f\u0629.<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 12px; border: 1px solid #ddd;\"><strong>\u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0646\u0645\u0648\u0630\u062c\u064a<\/strong><\/td>\n<td style=\"padding: 12px; border: 1px solid #ddd;\">\u062a\u0642\u0627\u0631\u064a\u0631 \u0627\u0644\u0645\u0628\u064a\u0639\u0627\u062a \u0631\u0628\u0639 \u0627\u0644\u0633\u0646\u0648\u064a\u0629\u060c \u062a\u0642\u0627\u0631\u064a\u0631 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062d\u0645\u0644\u0627\u062a \u0627\u0644\u062a\u0633\u0648\u064a\u0642\u064a\u0629 \u0628\u0639\u062f \u0627\u0646\u062a\u0647\u0627\u0626\u0647\u0627.<\/td>\n<td style=\"padding: 12px; border: 1px solid #ddd;\">\u0644\u0648\u062d\u0629 \u062a\u062a\u0628\u0639 \u0623\u062f\u0627\u0621 \u0627\u0644\u0645\u0628\u064a\u0639\u0627\u062a \u0627\u0644\u064a\u0648\u0645\u064a\u060c \u0644\u0648\u062d\u0629 \u0645\u0631\u0627\u0642\u0628\u0629 \u0623\u062f\u0627\u0621 \u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>\u0643\u064a\u0641 \u062a\u0639\u0632\u0632 \u0627\u0644\u0640 Dashboard \u0645\u0633\u0627\u0631\u0643 \u0627\u0644\u0648\u0638\u064a\u0641\u064a\u061f<\/h3>\n<p>\u0641\u064a \u0628\u064a\u0626\u0629 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0639\u0627\u0644\u0645\u064a\u0629\u060c \u0644\u0627 \u064a\u0643\u0641\u064a \u0623\u0646 \u062a\u0642\u0648\u0645 \u0628\u0639\u0645\u0644\u0643 \u0628\u0634\u0643\u0644 \u062c\u064a\u062f\u060c \u0628\u0644 \u064a\u062c\u0628 \u0623\u0646 \u062a\u0643\u0648\u0646 \u0642\u0627\u062f\u0631\u064b\u0627 \u0639\u0644\u0649 \u0625\u0638\u0647\u0627\u0631 \u0642\u064a\u0645\u0629 \u0639\u0645\u0644\u0643 \u0648\u062a\u0623\u062b\u064a\u0631\u0647. \u0627\u0645\u062a\u0644\u0627\u0643\u0643 \u0644\u0645\u0647\u0627\u0631\u0629 \u0628\u0646\u0627\u0621 \u0644\u0648\u062d\u0627\u062a \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u064a\u0636\u0639\u0643 \u0641\u064a \u0645\u0648\u0642\u0639 \u0645\u062a\u0642\u062f\u0645. \u0644\u0646\u0623\u062e\u0630 \u0633\u064a\u0646\u0627\u0631\u064a\u0648 \u0648\u0627\u0642\u0639\u064a: \u0645\u062f\u064a\u0631 \u062a\u0633\u0648\u064a\u0642 \u064a\u0642\u062f\u0645 \u0646\u062a\u0627\u0626\u062c \u062d\u0645\u0644\u062a\u0647 \u0627\u0644\u0634\u0647\u0631\u064a\u0629. \u0627\u0644\u0645\u062f\u064a\u0631 \u0627\u0644\u0623\u0648\u0644 \u064a\u0623\u062a\u064a \u0628\u062a\u0642\u0631\u064a\u0631 \u0645\u0646 20 \u0635\u0641\u062d\u0629 \u0645\u0644\u064a\u0621 \u0628\u0627\u0644\u062c\u062f\u0627\u0648\u0644 \u0648\u0627\u0644\u0623\u0631\u0642\u0627\u0645\u060c \u0648\u064a\u0633\u062a\u063a\u0631\u0642 \u0633\u0627\u0639\u0629 \u0641\u064a \u0634\u0631\u062d\u0647. \u0627\u0644\u0645\u062f\u064a\u0631 \u0627\u0644\u062b\u0627\u0646\u064a \u064a\u0639\u0631\u0636 \u0644\u0648\u062d\u0629 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u062a\u0641\u0627\u0639\u0644\u064a\u0629 \u0639\u0644\u0649 \u0634\u0627\u0634\u0629 \u0648\u0627\u062d\u062f\u0629\u060c \u062a\u0638\u0647\u0631 \u0628\u0648\u0636\u0648\u062d \u0627\u0644\u0639\u0627\u0626\u062f \u0639\u0644\u0649 \u0627\u0644\u0627\u0633\u062a\u062b\u0645\u0627\u0631 (ROI)\u060c \u062a\u0643\u0644\u0641\u0629 \u0627\u0643\u062a\u0633\u0627\u0628 \u0627\u0644\u0639\u0645\u064a\u0644 (CAC)\u060c \u0648\u0627\u0644\u0642\u0646\u0648\u0627\u062a \u0627\u0644\u0623\u0639\u0644\u0649 \u0623\u062f\u0627\u0621\u064b. \u0628\u0646\u0642\u0631\u0627\u062a \u0642\u0644\u064a\u0644\u0629\u060c \u064a\u062c\u064a\u0628 \u0639\u0644\u0649 \u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0639\u0644\u064a\u0627 \u0648\u064a\u062a\u0639\u0645\u0642 \u0641\u064a \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646\u0637\u0642\u0629 \u062c\u063a\u0631\u0627\u0641\u064a\u0629 \u0645\u0639\u064a\u0646\u0629 \u0623\u062b\u0627\u0631\u062a \u0627\u0647\u062a\u0645\u0627\u0645\u0647\u0645. \u0645\u0646 \u0628\u0631\u0623\u064a\u0643 \u062a\u0631\u0643 \u0627\u0646\u0637\u0628\u0627\u0639\u064b\u0627 \u0623\u0642\u0648\u0649 \u0648\u0623\u0638\u0647\u0631 \u062a\u062d\u0643\u0645\u064b\u0627 \u0623\u0643\u0628\u0631 \u0641\u064a \u0627\u0644\u0646\u062a\u0627\u0626\u062c\u061f \u0628\u0627\u0644\u062a\u0623\u0643\u064a\u062f \u0627\u0644\u0645\u062f\u064a\u0631 \u0627\u0644\u062b\u0627\u0646\u064a. \u0647\u0630\u0647 \u0627\u0644\u0645\u0647\u0627\u0631\u0629 \u062a\u0638\u0647\u0631 \u0623\u0646\u0643 \u0644\u0627 \u062a\u0646\u0641\u0630 \u0627\u0644\u0645\u0647\u0627\u0645 \u0641\u062d\u0633\u0628\u060c \u0628\u0644 \u062a\u0641\u0643\u0631 \u0628\u0634\u0643\u0644 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a \u0648\u062a\u062a\u062d\u062f\u062b \u0644\u063a\u0629 \u0627\u0644\u0623\u0631\u0642\u0627\u0645 \u0628\u0637\u0644\u0627\u0642\u0629.<\/p>\n<blockquote>\n<p><strong>\u0646\u0635\u064a\u062d\u0629 \u062e\u0628\u064a\u0631:<\/strong> \u0644\u0648\u062d\u0629 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062c\u064a\u062f\u0629 \u062a\u0631\u0648\u064a \u0642\u0635\u0629 \u0648\u0627\u0636\u062d\u0629. \u0644\u0643\u0646 \u0644\u0648\u062d\u0629 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0639\u0638\u064a\u0645\u0629 \u062a\u064f\u0645\u0643\u0651\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0645\u0646 \u0627\u0633\u062a\u0643\u0634\u0627\u0641 \u0628\u064a\u0627\u0646\u0627\u062a\u0647 \u0628\u0646\u0641\u0633\u0647 \u0648\u0627\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0642\u0635\u0635 \u0648\u0631\u0624\u0649 \u0644\u0645 \u062a\u0643\u0646 \u0645\u062a\u0648\u0642\u0639\u0629. \u0647\u062f\u0641\u0643 \u0644\u064a\u0633 \u0641\u0642\u0637 \u0639\u0631\u0636 \u0627\u0644\u0625\u062c\u0627\u0628\u0627\u062a\u060c \u0628\u0644 \u062a\u0645\u0643\u064a\u0646 \u0627\u0644\u0622\u062e\u0631\u064a\u0646 \u0645\u0646 \u0637\u0631\u062d \u0623\u0633\u0626\u0644\u0629 \u0623\u0641\u0636\u0644.<\/p>\n<\/blockquote>\n<h2>\u0623\u0633\u0633 \u0628\u0646\u0627\u0621 \u0644\u0648\u062d\u0629 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0641\u0639\u0627\u0644\u0629: \u0627\u0644\u0645\u0628\u0627\u062f\u0626 \u0627\u0644\u0630\u0647\u0628\u064a\u0629<\/h2>\n<p>\u0625\u0646\u0634\u0627\u0621 \u0644\u0648\u062d\u0629 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u062a\u062a\u0633\u0645 \u0628\u0627\u0644\u0641\u0639\u0627\u0644\u064a\u0629 \u064a\u062a\u062c\u0627\u0648\u0632 \u0645\u062c\u0631\u062f \u0633\u062d\u0628 \u0648\u0625\u0641\u0644\u0627\u062a \u0628\u0639\u0636 \u0627\u0644\u0645\u062e\u0637\u0637\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u064a\u0629 \u0627\u0644\u0645\u0644\u0648\u0646\u0629. \u0625\u0646\u0647 \u0641\u0646 \u0648\u0639\u0644\u0645 \u064a\u0631\u062a\u0643\u0632 \u0639\u0644\u0649 \u0645\u0628\u0627\u062f\u0626 \u0623\u0633\u0627\u0633\u064a\u0629 \u062a\u0636\u0645\u0646 \u0623\u0646 \u062a\u0643\u0648\u0646 \u0627\u0644\u0646\u062a\u064a\u062c\u0629 \u0623\u062f\u0627\u0629 \u0642\u0648\u064a\u0629 \u0644\u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631 \u0648\u0644\u064a\u0633\u062a \u0645\u062c\u0631\u062f \u0632\u062e\u0631\u0641\u0629 \u0628\u0635\u0631\u064a\u0629 \u0645\u0631\u0628\u0643\u0629. \u0625\u0647\u0645\u0627\u0644 \u0647\u0630\u0647 \u0627\u0644\u0623\u0633\u0633 \u0647\u0648 \u0627\u0644\u0633\u0628\u0628 \u0627\u0644\u0631\u0626\u064a\u0633\u064a \u0644\u0641\u0634\u0644 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0645\u0634\u0627\u0631\u064a\u0639 \u0630\u0643\u0627\u0621 \u0627\u0644\u0623\u0639\u0645\u0627\u0644.<\/p>\n<h3>1. \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u062c\u0645\u0647\u0648\u0631 \u0648\u0627\u0644\u0647\u062f\u0641 (The &#8220;Why&#8221; and &#8220;Who&#8221;)<\/h3>\n<p>\u0642\u0628\u0644 \u0643\u062a\u0627\u0628\u0629 \u0623\u064a \u0645\u0639\u0627\u062f\u0644\u0629 \u0623\u0648 \u062a\u0635\u0645\u064a\u0645 \u0623\u064a \u0645\u062e\u0637\u0637\u060c \u064a\u062c\u0628 \u0623\u0646 \u062a\u0637\u0631\u062d \u0627\u0644\u0633\u0624\u0627\u0644\u064a\u0646 \u0627\u0644\u0623\u0643\u062b\u0631 \u0623\u0647\u0645\u064a\u0629: &#8220;\u0644\u0645\u0627\u0630\u0627 \u0646\u0642\u0648\u0645 \u0628\u0628\u0646\u0627\u0621 \u0644\u0648\u062d\u0629 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\u0627\u0644\u0631\u0628\u062d\u064a\u0629\u060c \u062d\u0635\u0629 \u0627\u0644\u0633\u0648\u0642). \u0641\u064a \u0627\u0644\u0645\u0642\u0627\u0628\u0644\u060c \u0644\u0648\u062d\u0629 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0645\u0635\u0645\u0645\u0629 \u0644\u0645\u062f\u064a\u0631 \u0641\u0631\u064a\u0642 \u0627\u0644\u0645\u0628\u064a\u0639\u0627\u062a \u064a\u062c\u0628 \u0623\u0646 \u062a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u0645\u0642\u0627\u064a\u064a\u0633 \u062a\u0634\u063a\u064a\u0644\u064a\u0629 \u062a\u0641\u0635\u064a\u0644\u064a\u0629 (\u0645\u062b\u0644 \u0639\u062f\u062f \u0627\u0644\u0645\u0643\u0627\u0644\u0645\u0627\u062a \u0644\u0643\u0644 \u0645\u0646\u062f\u0648\u0628\u060c \u0645\u0639\u062f\u0644 \u0627\u0644\u062a\u062d\u0648\u064a\u0644\u060c \u0645\u062a\u0648\u0633\u0637 \u062d\u062c\u0645 \u0627\u0644\u0635\u0641\u0642\u0629). \u0639\u062f\u0645 \u062a\u0643\u064a\u064a\u0641 \u0627\u0644\u0645\u062d\u062a\u0648\u0649 \u0645\u0639 \u0627\u0644\u062c\u0645\u0647\u0648\u0631 \u064a\u0624\u062f\u064a \u0625\u0644\u0649 \u0644\u0648\u062d\u0629 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0625\u0645\u0627 \u0633\u0637\u062d\u064a\u0629 \u062c\u062f\u064b\u0627 \u0623\u0648 \u0645\u0639\u0642\u062f\u0629 \u0644\u0644\u063a\u0627\u064a\u0629\u060c \u0648\u0641\u064a \u0643\u0644\u062a\u0627 \u0627\u0644\u062d\u0627\u0644\u062a\u064a\u0646\u060c \u0639\u062f\u064a\u0645\u0629 \u0627\u0644\u0641\u0627\u0626\u062f\u0629.<\/p>\n<h3>2. \u0627\u062e\u062a\u064a\u0627\u0631 \u0645\u0624\u0634\u0631\u0627\u062a \u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 (KPIs) \u0627\u0644\u0635\u062d\u064a\u062d\u0629<\/h3>\n<p>\u0644\u064a\u0633\u062a \u0643\u0644 \u0627\u0644\u0645\u0642\u0627\u064a\u064a\u0633 \u0645\u062a\u0633\u0627\u0648\u064a\u0629. \u062a\u0643\u0645\u0646 \u0642\u0648\u0629 \u0644\u0648\u062d\u0629 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0641\u064a \u0642\u062f\u0631\u062a\u0647\u0627 \u0639\u0644\u0649 \u062a\u0633\u0644\u064a\u0637 \u0627\u0644\u0636\u0648\u0621 \u0639\u0644\u0649 \u0627\u0644\u0645\u0642\u0627\u064a\u064a\u0633 \u0627\u0644\u0623\u0643\u062b\u0631 \u0623\u0647\u0645\u064a\u0629. \u064a\u062c\u0628 \u0623\u0646 \u062a\u0643\u0648\u0646 \u062d\u0630\u0631\u064b\u0627 \u0645\u0646 &#8220;\u0627\u0644\u0645\u0642\u0627\u064a\u064a\u0633 \u0627\u0644\u0632\u0627\u0626\u0641\u0629&#8221; (Vanity Metrics) \u0627\u0644\u062a\u064a \u062a\u0628\u062f\u0648 \u062c\u064a\u062f\u0629 \u0648\u0644\u0643\u0646\u0647\u0627 \u0644\u0627 \u062a\u0639\u0643\u0633 \u0623\u062f\u0627\u0621 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u062d\u0642\u064a\u0642\u064a (\u0645\u062b\u0644 \u0639\u062f\u062f \u0645\u062a\u0627\u0628\u0639\u064a \u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a \u062f\u0648\u0646 \u0627\u0644\u0646\u0638\u0631 \u0625\u0644\u0649 \u062a\u0641\u0627\u0639\u0644\u0647\u0645 \u0623\u0648 \u062a\u0623\u062b\u064a\u0631\u0647\u0645 \u0639\u0644\u0649 \u0627\u0644\u0645\u0628\u064a\u0639\u0627\u062a). \u0631\u0643\u0632 \u0639\u0644\u0649 \u0645\u0624\u0634\u0631\u0627\u062a \u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u062a\u064a \u062a\u0631\u062a\u0628\u0637 \u0645\u0628\u0627\u0634\u0631\u0629 \u0628\u0623\u0647\u062f\u0627\u0641 \u0627\u0644\u0639\u0645\u0644. \u0645\u0646 \u0627\u0644\u0645\u0641\u064a\u062f \u0641\u0647\u0645 \u0627\u0644\u0641\u0631\u0642 \u0628\u064a\u0646:<\/p>\n<ul>\n<li><strong>\u0627\u0644\u0645\u0624\u0634\u0631\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u0628\u0627\u0642\u064a\u0629 (Leading Indicators):<\/strong> \u0645\u0642\u0627\u064a\u064a\u0633 \u062a\u062a\u0646\u0628\u0623 \u0628\u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0629. \u0645\u062b\u0627\u0644: \u0639\u062f\u062f \u0627\u0644\u0639\u0631\u0648\u0636 \u0627\u0644\u062a\u062c\u0631\u064a\u0628\u064a\u0629 \u0644\u0644\u0645\u0646\u062a\u062c \u0647\u0630\u0627 \u0627\u0644\u0623\u0633\u0628\u0648\u0639 (\u0642\u062f \u064a\u062a\u0646\u0628\u0623 \u0628\u062d\u062c\u0645 \u0627\u0644\u0645\u0628\u064a\u0639\u0627\u062a \u0627\u0644\u0634\u0647\u0631 \u0627\u0644\u0642\u0627\u062f\u0645).<\/li>\n<li><strong>\u0627\u0644\u0645\u0624\u0634\u0631\u0627\u062a \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a\u0629 (Lagging Indicators):<\/strong> \u0645\u0642\u0627\u064a\u064a\u0633 \u062a\u0644\u062e\u0635 \u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0633\u0627\u0628\u0642. \u0645\u062b\u0627\u0644: \u0625\u062c\u0645\u0627\u0644\u064a \u0627\u0644\u0625\u064a\u0631\u0627\u062f\u0627\u062a \u0641\u064a \u0627\u0644\u0631\u0628\u0639 \u0627\u0644\u0645\u0627\u0636\u064a.<\/li>\n<\/ul>\n<p>\u064a\u062c\u0628 \u0623\u0646 \u062a\u062d\u062a\u0648\u064a \u0644\u0648\u062d\u0629 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0645\u062a\u0648\u0627\u0632\u0646\u0629 \u0639\u0644\u0649 \u0645\u0632\u064a\u062c \u0645\u0646 \u0643\u0644\u0627 \u0627\u0644\u0646\u0648\u0639\u064a\u0646 \u0644\u062a\u0642\u062f\u064a\u0645 \u0635\u0648\u0631\u0629 \u0643\u0627\u0645\u0644\u0629. \u064a\u0639\u062f <a href=\"https:\/\/jobsdz.com\/?p=26589\" target=\"_blank\" rel=\"noopener\">\u0623\u0647\u0645\u064a\u0629 \u062a\u0639\u0644\u0645 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u064a \u0641\u064a \u0627\u0644\u0639\u0645\u0644: \u062e\u0637\u0648\u0627\u062a \u0639\u0645\u0644\u064a\u0629 \u0644\u0644\u062a\u0645\u064a\u0632<\/a> \u0646\u0642\u0637\u0629 \u0627\u0646\u0637\u0644\u0627\u0642 \u0645\u0645\u062a\u0627\u0632\u0629 \u0644\u0641\u0647\u0645 \u0643\u064a\u0641\u064a\u0629 \u062a\u062d\u062f\u064a\u062f \u0647\u0630\u0647 \u0627\u0644\u0645\u0624\u0634\u0631\u0627\u062a \u0628\u0641\u0639\u0627\u0644\u064a\u0629.<\/p>\n<h3>3. \u0645\u0628\u0627\u062f\u0626 \u062a\u0635\u0645\u064a\u0645 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 (UX) \u0641\u064a \u062a\u0635\u0648\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/h3>\n<p>\u0644\u0648\u062d\u0629 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0647\u064a \u0645\u0646\u062a\u062c \u064a\u0633\u062a\u062e\u062f\u0645\u0647 \u0627\u0644\u0646\u0627\u0633\u060c \u0648\u0628\u0627\u0644\u062a\u0627\u0644\u064a \u064a\u062c\u0628 \u0623\u0646 \u062a\u062e\u0636\u0639 \u0644\u0645\u0628\u0627\u062f\u0626 \u062a\u0635\u0645\u064a\u0645 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645. \u0627\u0644\u0647\u062f\u0641 \u0647\u0648 \u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u0639\u0628\u0621 \u0627\u0644\u0645\u0639\u0631\u0641\u064a (Cognitive Load) \u0639\u0644\u0649 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0648\u062a\u0645\u0643\u064a\u0646\u0647 \u0645\u0646 \u0641\u0647\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0628\u0623\u0633\u0631\u0639 \u0648\u0642\u062a \u0645\u0645\u0643\u0646. \u0628\u0639\u0636 \u0627\u0644\u0645\u0628\u0627\u062f\u0626 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u062a\u0634\u0645\u0644:<\/p>\n<ul>\n<li><strong>\u0627\u0644\u062a\u0633\u0644\u0633\u0644 \u0627\u0644\u0647\u0631\u0645\u064a \u0627\u0644\u0628\u0635\u0631\u064a (Visual Hierarchy):<\/strong> \u064a\u062c\u0628 \u0648\u0636\u0639 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0623\u0643\u062b\u0631 \u0623\u0647\u0645\u064a\u0629 \u0641\u064a \u0627\u0644\u062c\u0632\u0621 \u0627\u0644\u0639\u0644\u0648\u064a \u0627\u0644\u0623\u064a\u0633\u0631 \u0645\u0646 \u0627\u0644\u0634\u0627\u0634\u0629 (\u062d\u064a\u062b \u064a\u0646\u0638\u0631 \u0645\u0639\u0638\u0645 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0623\u0648\u0644\u0627\u064b)\u060c \u0648\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062d\u062c\u0645 \u0648\u0644\u0648\u0646 \u0648\u0645\u0633\u0627\u062d\u0629 \u0644\u062a\u0645\u064a\u064a\u0632 \u0627\u0644\u0639\u0646\u0627\u0635\u0631 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629.<\/li>\n<li><strong>\u0627\u0644\u0628\u0633\u0627\u0637\u0629 \u0648\u0627\u0644\u0648\u0636\u0648\u062d:<\/strong> \u062a\u062c\u0646\u0628 \u0627\u0644\u0641\u0648\u0636\u0649. \u0643\u0644 \u0639\u0646\u0635\u0631 \u0639\u0644\u0649 \u0627\u0644\u0634\u0627\u0634\u0629 \u064a\u062c\u0628 \u0623\u0646 \u064a\u062e\u062f\u0645 \u063a\u0631\u0636\u064b\u0627. \u0625\u0630\u0627 \u0643\u0627\u0646 \u064a\u0645\u0643\u0646 \u0625\u0632\u0627\u0644\u0629 \u0634\u064a\u0621 \u0645\u0627 \u062f\u0648\u0646 \u0627\u0644\u062a\u0623\u062b\u064a\u0631 \u0639\u0644\u0649 \u0627\u0644\u0641\u0647\u0645\u060c \u0641\u0642\u0645 \u0628\u0625\u0632\u0627\u0644\u062a\u0647.<\/li>\n<li><strong>\u0627\u0644\u0627\u062a\u0633\u0627\u0642 (Consistency):<\/strong> \u0627\u0633\u062a\u062e\u062f\u0645 \u0646\u0641\u0633 \u0627\u0644\u0623\u0644\u0648\u0627\u0646 \u0648\u0627\u0644\u062e\u0637\u0648\u0637 \u0648\u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0644\u0644\u0645\u0642\u0627\u064a\u064a\u0633 \u0627\u0644\u0645\u062a\u0634\u0627\u0628\u0647\u0629 \u0639\u0628\u0631 \u0644\u0648\u062d\u0629 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0644\u0625\u0646\u0634\u0627\u0621 \u0644\u063a\u0629 \u0628\u0635\u0631\u064a\u0629 \u0645\u062a\u0645\u0627\u0633\u0643\u0629.<\/li>\n<\/ul>\n<blockquote>\n<p><strong>\u062d\u0642\u064a\u0642\u0629 \u0635\u0627\u062f\u0645\u0629:<\/strong> \u0648\u0641\u0642\u064b\u0627 \u0644\u062a\u0642\u0631\u064a\u0631 \u0635\u0627\u062f\u0631 \u0639\u0646 Gartner\u060c \u0648\u0647\u064a \u0634\u0631\u0643\u0629 \u0627\u0633\u062a\u0634\u0627\u0631\u064a\u0629 \u0648\u0623\u0628\u062d\u0627\u062b \u0639\u0627\u0644\u0645\u064a\u0629 \u0631\u0627\u0626\u062f\u0629\u060c \u0641\u0625\u0646 \u0623\u062d\u062f \u0627\u0644\u0639\u0648\u0627\u0626\u0642 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0623\u0645\u0627\u0645 \u062a\u0628\u0646\u064a \u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0644\u064a\u0633 \u0646\u0642\u0635 \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627\u060c \u0628\u0644 &#8220;\u0627\u0646\u062e\u0641\u0627\u0636 \u0645\u062d\u0648 \u0627\u0644\u0623\u0645\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u064a\u0629&#8221; (Low Data Literacy). \u0644\u0648\u062d\u0629 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0645\u0635\u0645\u0645\u0629 \u062c\u064a\u062f\u064b\u0627 \u062a\u0633\u0627\u0647\u0645 \u0628\u0634\u0643\u0644 \u0645\u0628\u0627\u0634\u0631 \u0641\u064a \u0631\u0641\u0639 \u0647\u0630\u0647 \u0627\u0644\u0643\u0641\u0627\u0621\u0629 \u0639\u0628\u0631 \u0627\u0644\u0645\u0646\u0638\u0645\u0629.<\/p>\n<\/blockquote>\n<h2>\u062f\u0644\u064a\u0644 \u062e\u0637\u0648\u0629 \u0628\u062e\u0637\u0648\u0629 \u0644\u0625\u0639\u062f\u0627\u062f \u0644\u0648\u062d\u0629 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u062d\u062a\u0631\u0627\u0641\u064a\u0629<\/h2>\n<p>\u0627\u0644\u0622\u0646 \u0628\u0639\u062f \u0623\u0646 \u063a\u0637\u064a\u0646\u0627 \u0627\u0644\u0645\u0628\u0627\u062f\u0626 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629\u060c \u062f\u0639\u0646\u0627 \u0646\u062a\u0639\u0645\u0642 \u0641\u064a \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u062e\u0637\u0648\u0629 \u0628\u062e\u0637\u0648\u0629. \u064a\u062a\u0637\u0644\u0628 \u0628\u0646\u0627\u0621 \u0644\u0648\u062d\u0629 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u062d\u062a\u0631\u0627\u0641\u064a\u0629 \u0645\u0646\u0647\u062c\u064a\u0629 \u0645\u0646\u0638\u0645\u0629 \u062a\u0636\u0645\u0646 \u062a\u062d\u0642\u064a\u0642 \u0627\u0644\u0623\u0647\u062f\u0627\u0641 \u0627\u0644\u0645\u0631\u062c\u0648\u0629 \u0628\u0643\u0641\u0627\u0621\u0629. \u0647\u0630\u0647 \u0627\u0644\u0645\u0631\u0627\u062d\u0644 \u0627\u0644\u062e\u0645\u0633 \u062a\u0634\u0643\u0644 \u062e\u0627\u0631\u0637\u0629 \u0637\u0631\u064a\u0642 \u064a\u0645\u0643\u0646\u0643 \u0627\u062a\u0628\u0627\u0639\u0647\u0627 \u0641\u064a \u0623\u064a \u0645\u0634\u0631\u0648\u0639.<\/p>\n<h3>\u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u0623\u0648\u0644\u0649: \u0627\u0644\u062a\u062e\u0637\u064a\u0637 \u0648\u062c\u0645\u0639 \u0627\u0644\u0645\u062a\u0637\u0644\u0628\u0627\u062a<\/h3>\n<p>\u0647\u0630\u0647 \u0647\u064a \u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u060c \u0648\u0623\u064a \u062e\u0637\u0623 \u0641\u064a\u0647\u0627 \u0633\u064a\u0643\u0644\u0641\u0643 \u0627\u0644\u0643\u062b\u064a\u0631 \u0644\u0627\u062d\u0642\u064b\u0627. \u062a\u062a\u0636\u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0625\u062c\u0631\u0627\u0621 \u0645\u0642\u0627\u0628\u0644\u0627\u062a \u0645\u0639 \u0623\u0635\u062d\u0627\u0628 \u0627\u0644\u0645\u0635\u0644\u062d\u0629 (Stakeholders) \u0644\u0641\u0647\u0645 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a\u0647\u0645 \u0628\u0634\u0643\u0644 \u062f\u0642\u064a\u0642. \u0644\u0627 \u062a\u0633\u0623\u0644\u0647\u0645 &#8220;\u0645\u0627\u0630\u0627 \u062a\u0631\u064a\u062f\u0648\u0646 \u0623\u0646 \u062a\u0631\u0648\u0627\u061f&#8221; \u0628\u0644 \u0627\u0633\u0623\u0644\u0647\u0645 &#8220;\u0645\u0627 \u0647\u064a \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062a\u062e\u0630\u0648\u0646\u0647\u0627 \u0628\u0627\u0646\u062a\u0638\u0627\u0645\u061f&#8221; \u0648 &#8220;\u0645\u0627 \u0647\u064a \u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u062a\u064a \u062a\u062c\u062f\u0648\u0646 \u0635\u0639\u0648\u0628\u0629 \u0641\u064a \u0627\u0644\u0625\u062c\u0627\u0628\u0629 \u0639\u0644\u064a\u0647\u0627\u061f&#8221;. \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0625\u062c\u0627\u0628\u0627\u062a\u0647\u0645\u060c \u062d\u062f\u062f \u0645\u0635\u0627\u062f\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0637\u0644\u0648\u0628\u0629 (\u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a\u060c \u062c\u062f\u0627\u0648\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a). \u0623\u062e\u064a\u0631\u064b\u0627\u060c \u0642\u0645 \u0628\u0631\u0633\u0645 \u0646\u0645\u0648\u0630\u062c \u0623\u0648\u0644\u064a \u0628\u0633\u064a\u0637 (Wireframe) \u0639\u0644\u0649 \u0627\u0644\u0648\u0631\u0642 \u0623\u0648 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u062f\u0627\u0629 \u0628\u0633\u064a\u0637\u0629. \u0647\u0630\u0627 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0623\u0648\u0644\u064a \u064a\u0633\u0627\u0639\u062f \u0639\u0644\u0649 \u0645\u0648\u0627\u0621\u0645\u0629 \u0627\u0644\u062a\u0648\u0642\u0639\u0627\u062a \u0642\u0628\u0644 \u0627\u0633\u062a\u062b\u0645\u0627\u0631 \u0633\u0627\u0639\u0627\u062a \u0637\u0648\u064a\u0644\u0629 \u0641\u064a \u0627\u0644\u062a\u0637\u0648\u064a\u0631.<\/p>\n<h3>\u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u062b\u0627\u0646\u064a\u0629: \u0625\u0639\u062f\u0627\u062f \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/h3>\n<p>\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062e\u0627\u0645 \u0646\u0627\u062f\u0631\u064b\u0627 \u0645\u0627 \u062a\u0643\u0648\u0646 \u062c\u0627\u0647\u0632\u0629 \u0644\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0628\u0627\u0634\u0631\u0629. \u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u062a\u0643\u0648\u0646 \u0641\u0648\u0636\u0648\u064a\u0629\u060c \u063a\u064a\u0631 \u0645\u0643\u062a\u0645\u0644\u0629\u060c \u0623\u0648 \u063a\u064a\u0631 \u0645\u062a\u0633\u0642\u0629. \u0647\u0630\u0647 \u0627\u0644\u0645\u0631\u062d\u0644\u0629\u060c \u0627\u0644\u0645\u0639\u0631\u0648\u0641\u0629 \u0628\u0639\u0645\u0644\u064a\u0627\u062a ETL (Extract, Transform, Load)\u060c \u0647\u064a \u0627\u0644\u0623\u0643\u062b\u0631 \u0627\u0633\u062a\u0647\u0644\u0627\u0643\u064b\u0627 \u0644\u0644\u0648\u0642\u062a \u0648\u0644\u0643\u0646\u0647\u0627 \u0627\u0644\u0623\u0643\u062b\u0631 \u0623\u0647\u0645\u064a\u0629 \u0644\u0636\u0645\u0627\u0646 \u062f\u0642\u0629 \u0644\u0648\u062d\u0629 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a. \u062a\u0634\u0645\u0644 \u0627\u0644\u0623\u0646\u0634\u0637\u0629 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629:<\/p>\n<ul>\n<li><strong>\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a (Extract):<\/strong> \u0633\u062d\u0628 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0645\u0635\u0627\u062f\u0631\u0647\u0627 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629.<\/li>\n<li><strong>\u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a (Transform):<\/strong> \u062a\u0646\u0638\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0627\u0644\u0623\u062e\u0637\u0627\u0621\u060c \u062a\u0648\u062d\u064a\u062f \u0627\u0644\u062a\u0646\u0633\u064a\u0642\u0627\u062a (\u0645\u062b\u0644 \u0635\u064a\u063a \u0627\u0644\u062a\u0648\u0627\u0631\u064a\u062e)\u060c \u062f\u0645\u062c \u062c\u062f\u0627\u0648\u0644 \u0645\u062e\u062a\u0644\u0641\u0629\u060c \u0648\u0625\u0646\u0634\u0627\u0621 \u062d\u0633\u0627\u0628\u0627\u062a \u0648\u0645\u0642\u0627\u064a\u064a\u0633 \u062c\u062f\u064a\u062f\u0629.<\/li>\n<li><strong>\u062a\u062d\u0645\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a (Load):<\/strong> \u062a\u062d\u0645\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0638\u064a\u0641\u0629 \u0648\u0627\u0644\u0645\u062c\u0647\u0632\u0629 \u0625\u0644\u0649 \u0645\u0633\u062a\u0648\u062f\u0639 \u0628\u064a\u0627\u0646\u0627\u062a (Data Warehouse) \u0623\u0648 \u0646\u0645\u0648\u0630\u062c \u0628\u064a\u0627\u0646\u0627\u062a (Data Model) \u062c\u0627\u0647\u0632 \u0644\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0641\u064a \u0623\u062f\u0627\u0629 \u0627\u0644\u062a\u0635\u0648\u0631.<\/li>\n<\/ul>\n<p>\u0644\u0627 \u064a\u0645\u0643\u0646 \u0627\u0644\u0645\u0628\u0627\u0644\u063a\u0629 \u0641\u064a \u0623\u0647\u0645\u064a\u0629 \u062c\u0648\u062f\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a (Data Integrity). \u0641\u0644\u0648\u062d\u0629 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0645\u0628\u0646\u064a\u0629 \u0639\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u062e\u0627\u0637\u0626\u0629 \u0623\u0633\u0648\u0623 \u0645\u0646 \u0639\u062f\u0645 \u0648\u062c\u0648\u062f \u0644\u0648\u062d\u0629 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0639\u0644\u0649 \u0627\u0644\u0625\u0637\u0644\u0627\u0642\u060c \u0644\u0623\u0646\u0647\u0627 \u062a\u0624\u062f\u064a \u0625\u0644\u0649 \u0642\u0631\u0627\u0631\u0627\u062a \u062e\u0627\u0637\u0626\u0629. \u0625\u0630\u0627 \u0643\u0646\u062a \u0645\u0647\u062a\u0645\u064b\u0627 \u0628\u0647\u0630\u0627 \u0627\u0644\u0645\u062c\u0627\u0644\u060c \u0641\u0625\u0646 \u062f\u0644\u064a\u0644\u0646\u0627 \u062d\u0648\u0644 <a href=\"https:\/\/jobsdz.com\/?p=27748\" target=\"_blank\" rel=\"noopener\">\u0627\u0644\u0639\u0645\u0644 \u0641\u064a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u062f\u0644\u064a\u0644 \u0634\u0627\u0645\u0644 \u0644\u0644\u062e\u0637\u0648\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u064a\u0629<\/a> \u064a\u0642\u062f\u0645 \u0646\u0638\u0631\u0629 \u0645\u0639\u0645\u0642\u0629 \u0639\u0644\u0649 \u0647\u0630\u0647 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a.<\/p>\n<h3>\u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u062b\u0627\u0644\u062b\u0629: \u0627\u062e\u062a\u064a\u0627\u0631 \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u0635\u0648\u0631 \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629<\/h3>\n<p>\u064a\u0639\u062a\u0645\u062f \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0623\u062f\u0627\u0629 \u0639\u0644\u0649 \u0639\u062f\u0629 \u0639\u0648\u0627\u0645\u0644 \u0645\u062b\u0644 \u0627\u0644\u0645\u064a\u0632\u0627\u0646\u064a\u0629\u060c \u062d\u062c\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0627\u0644\u0645\u0635\u0627\u062f\u0631 \u0627\u0644\u0645\u0637\u0644\u0648\u0628\u0629\u060c \u0648\u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u062e\u0628\u0631\u0629 \u0627\u0644\u062a\u0642\u0646\u064a\u0629. \u064a\u0645\u0643\u0646 \u062a\u0642\u0633\u064a\u0645 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0628\u0634\u0643\u0644 \u0639\u0627\u0645 \u0625\u0644\u0649 \u0641\u0626\u062a\u064a\u0646:<\/p>\n<h4>\u0623\u062f\u0648\u0627\u062a \u0630\u0643\u0627\u0621 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 (BI Tools)<\/h4>\n<p>\u0648\u0647\u064a \u0627\u0644\u062d\u0644\u0648\u0644 \u0627\u0644\u0623\u0643\u062b\u0631 \u0634\u064a\u0648\u0639\u064b\u0627 \u0644\u0644\u0645\u0624\u0633\u0633\u0627\u062a. \u062a\u062a\u0645\u064a\u0632 \u0628\u0648\u0627\u062c\u0647\u0627\u062a \u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0627\u0644\u0633\u062d\u0628 \u0648\u0627\u0644\u0625\u0641\u0644\u0627\u062a\u060c \u0648\u0642\u062f\u0631\u0627\u062a \u0631\u0628\u0637 \u0642\u0648\u064a\u0629 \u0628\u0645\u0635\u0627\u062f\u0631 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629. \u0645\u0646 \u0623\u0634\u0647\u0631 \u0627\u0644\u0623\u0645\u062b\u0644\u0629: <strong>Microsoft Power BI<\/strong>, <strong>Tableau<\/strong>, \u0648 <strong>Google Data Studio<\/strong> (\u0627\u0644\u0622\u0646 Looker Studio).<\/p>\n<h4>\u0627\u0644\u0645\u0643\u062a\u0628\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 (Programming Libraries)<\/h4>\n<p>\u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0630\u0648\u064a \u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629\u060c \u062a\u0648\u0641\u0631 \u0627\u0644\u0645\u0643\u062a\u0628\u0627\u062a \u0645\u062b\u0644 <strong>D3.js<\/strong> (\u0644\u0640 JavaScript) \u0623\u0648 <strong>Matplotlib<\/strong> \u0648 <strong>Plotly<\/strong> (\u0644\u0640 Python) \u0645\u0631\u0648\u0646\u0629 \u0644\u0627 \u0645\u062b\u064a\u0644 \u0644\u0647\u0627 \u0644\u0625\u0646\u0634\u0627\u0621 \u062a\u0635\u0648\u0631\u0627\u062a \u0645\u062e\u0635\u0635\u0629 \u0648\u062a\u0641\u0627\u0639\u0644\u064a\u0629 \u0628\u0627\u0644\u0643\u0627\u0645\u0644. \u0647\u0630\u0627 \u0627\u0644\u0645\u0633\u0627\u0631 \u064a\u062a\u0637\u0644\u0628 \u062e\u0628\u0631\u0629 \u062a\u0642\u0646\u064a\u0629 \u0623\u0639\u0644\u0649 \u0648\u0644\u0643\u0646\u0647 \u064a\u0645\u0646\u062d \u062a\u062d\u0643\u0645\u064b\u0627 \u0643\u0627\u0645\u0644\u0627\u064b \u0641\u064a \u0627\u0644\u0646\u062a\u064a\u062c\u0629 \u0627\u0644\u0646\u0647\u0627\u0626\u064a\u0629.<\/p>\n<h3>\u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u0631\u0627\u0628\u0639\u0629: \u0627\u0644\u062a\u0635\u0645\u064a\u0645 \u0648\u0627\u0644\u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0628\u0635\u0631\u064a<\/h3>\n<p>\u0647\u0646\u0627 \u062a\u0628\u062f\u0623 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0627\u0644\u062a\u062d\u0648\u0644 \u0625\u0644\u0649 \u0642\u0635\u0629 \u0645\u0631\u0626\u064a\u0629. \u0627\u0644\u0645\u0641\u062a\u0627\u062d \u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0647\u0648 \u0627\u062e\u062a\u064a\u0627\u0631 \u0646\u0648\u0639 \u0627\u0644\u0645\u062e\u0637\u0637 \u0627\u0644\u0628\u064a\u0627\u0646\u064a \u0627\u0644\u0645\u0646\u0627\u0633\u0628 \u0644\u0643\u0644 \u0645\u0642\u064a\u0627\u0633. \u0627\u0644\u0642\u0627\u0639\u062f\u0629 \u0628\u0633\u064a\u0637\u0629: \u064a\u062c\u0628 \u0623\u0646 \u064a\u0633\u0647\u0644 \u0627\u0644\u0645\u062e\u0637\u0637 \u0641\u0647\u0645 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0629 \u0648\u0644\u064a\u0633 \u062a\u0639\u0642\u064a\u062f\u0647\u0627. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644:<\/p>\n<ul>\n<li><strong>\u0627\u0644\u0645\u062e\u0637\u0637 \u0627\u0644\u0634\u0631\u064a\u0637\u064a (Bar Chart):<\/strong> \u0645\u062b\u0627\u0644\u064a \u0644\u0645\u0642\u0627\u0631\u0646\u0629 \u0627\u0644\u0642\u064a\u0645 \u0628\u064a\u0646 \u0641\u0626\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629 (\u0645\u062b\u0644 \u0627\u0644\u0645\u0628\u064a\u0639\u0627\u062a \u062d\u0633\u0628 \u0627\u0644\u0645\u0646\u062a\u062c).<\/li>\n<li><strong>\u0627\u0644\u0645\u062e\u0637\u0637 \u0627\u0644\u062e\u0637\u064a (Line Chart):<\/strong> \u0647\u0648 \u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0639\u0631\u0636 \u0627\u0644\u062a\u063a\u064a\u0631 \u0641\u064a \u0642\u064a\u0645\u0629 \u0645\u0627 \u0639\u0628\u0631 \u0627\u0644\u0632\u0645\u0646 (\u0645\u062b\u0644 \u0632\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0648\u0642\u0639 \u0639\u0644\u0649 \u0645\u062f\u0627\u0631 \u0634\u0647\u0631).<\/li>\n<li><strong>\u0627\u0644\u0645\u062e\u0637\u0637 \u0627\u0644\u062f\u0627\u0626\u0631\u064a (Pie Chart):<\/strong> \u0627\u0633\u062a\u062e\u062f\u0645\u0647 \u0628\u062d\u0630\u0631 \u0634\u062f\u064a\u062f\u060c \u0648\u0641\u0642\u0637 \u0644\u0625\u0638\u0647\u0627\u0631 \u0623\u062c\u0632\u0627\u0621 \u0645\u0646 \u0643\u0644\u060c \u0648\u064a\u0641\u0636\u0644 \u0623\u0644\u0627 \u064a\u0632\u064a\u062f \u0639\u062f\u062f \u0627\u0644\u0623\u0642\u0633\u0627\u0645 \u0639\u0646 4 \u0623\u0648 5.<\/li>\n<\/ul>\n<p>\u0627\u0646\u062a\u0628\u0647 \u0623\u064a\u0636\u064b\u0627 \u0625\u0644\u0649 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0623\u0644\u0648\u0627\u0646 \u0648\u0627\u0644\u0641\u0631\u0627\u063a\u0627\u062a. \u0627\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0623\u0644\u0648\u0627\u0646 \u0644\u062a\u0631\u0645\u064a\u0632 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a (\u0645\u062b\u0644\u0627\u064b\u060c \u0627\u0644\u0623\u062e\u0636\u0631 \u0644\u0644\u0625\u064a\u062c\u0627\u0628\u064a \u0648\u0627\u0644\u0623\u062d\u0645\u0631 \u0644\u0644\u0633\u0644\u0628\u064a) \u0648\u0644\u064a\u0633 \u0644\u0644\u0632\u062e\u0631\u0641\u0629 \u0641\u0642\u0637. \u0627\u062a\u0631\u0643 \u0645\u0633\u0627\u062d\u0627\u062a \u0628\u064a\u0636\u0627\u0621 \u0643\u0627\u0641\u064a\u0629 \u0644\u062a\u062c\u0646\u0628 \u0627\u0632\u062f\u062d\u0627\u0645 \u0627\u0644\u0648\u0627\u062c\u0647\u0629 \u0648\u062a\u0633\u0647\u064a\u0644 \u0627\u0644\u0642\u0631\u0627\u0621\u0629. \u0648\u0623\u062e\u064a\u0631\u064b\u0627\u060c \u0623\u0636\u0641 \u0639\u0646\u0627\u0635\u0631 \u062a\u0641\u0627\u0639\u0644\u064a\u0629 \u0645\u062b\u0644 \u0627\u0644\u0641\u0644\u0627\u062a\u0631 (Filters) \u0627\u0644\u062a\u064a \u062a\u0633\u0645\u062d \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0628\u062a\u062e\u0635\u064a\u0635 \u0627\u0644\u0639\u0631\u0636 (\u0645\u062b\u0644\u0627\u064b\u060c \u0639\u0631\u0636 \u0628\u064a\u0627\u0646\u0627\u062a \u0644\u0633\u0646\u0629 \u0645\u0639\u064a\u0646\u0629) \u0648\u0645\u064a\u0632\u0629 \u0627\u0644\u062a\u0639\u0645\u0642 \u0641\u064a \u0627\u0644\u062a\u0641\u0627\u0635\u064a\u0644 (Drill-down) \u0627\u0644\u062a\u064a \u062a\u062a\u064a\u062d \u0627\u0644\u0627\u0646\u062a\u0642\u0627\u0644 \u0645\u0646 \u0646\u0638\u0631\u0629 \u0639\u0627\u0645\u0629 \u0625\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u062a\u0641\u0635\u064a\u0644\u064a\u0629 \u0628\u0646\u0642\u0631\u0629 \u0648\u0627\u062d\u062f\u0629.<\/p>\n<h3>\u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u062e\u0627\u0645\u0633\u0629: \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631 \u0648\u0627\u0644\u0646\u0634\u0631 \u0648\u0627\u0644\u062a\u0643\u0631\u0627\u0631<\/h3>\n<p>\u0628\u0645\u062c\u0631\u062f \u0627\u0644\u0627\u0646\u062a\u0647\u0627\u0621 \u0645\u0646 \u0627\u0644\u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0623\u0648\u0644\u064a\u060c \u0644\u0627 \u062a\u0642\u0645 \u0628\u0646\u0634\u0631\u0647 \u0645\u0628\u0627\u0634\u0631\u0629. \u0627\u0639\u0631\u0636\u0647 \u0639\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0629 \u0635\u063a\u064a\u0631\u0629 \u0645\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0627\u0644\u0646\u0647\u0627\u0626\u064a\u064a\u0646 \u0648\u0627\u062c\u0645\u0639 \u0645\u0644\u0627\u062d\u0638\u0627\u062a\u0647\u0645. \u0647\u0644 \u0643\u0644 \u0634\u064a\u0621 \u0648\u0627\u0636\u062d\u061f \u0647\u0644 \u0647\u0646\u0627\u0643 \u0645\u0642\u0627\u064a\u064a\u0633 \u0645\u0641\u0642\u0648\u062f\u0629\u061f \u0647\u0644 \u0627\u0644\u0623\u062f\u0627\u0621 \u0633\u0631\u064a\u0639 \u0628\u0645\u0627 \u0641\u064a\u0647 \u0627\u0644\u0643\u0641\u0627\u064a\u0629\u061f \u0627\u0633\u062a\u062e\u062f\u0645 \u0647\u0630\u0647 \u0627\u0644\u0645\u0644\u0627\u062d\u0638\u0627\u062a \u0644\u062a\u062d\u0633\u064a\u0646 \u0644\u0648\u062d\u0629 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a. \u0628\u0639\u062f \u0625\u062c\u0631\u0627\u0621 \u0627\u0644\u062a\u0639\u062f\u064a\u0644\u0627\u062a\u060c \u0642\u0645 \u0628\u0646\u0634\u0631\u0647\u0627 \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0623\u0648\u0633\u0639 \u0645\u0639 \u062a\u0648\u0641\u064a\u0631 \u062a\u062f\u0631\u064a\u0628 \u0628\u0633\u064a\u0637 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646. \u062a\u0630\u0643\u0631 \u0623\u0646 \u0644\u0648\u062d\u0629 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0644\u064a\u0633\u062a \u0645\u0634\u0631\u0648\u0639\u064b\u0627 \u064a\u0646\u062a\u0647\u064a\u060c \u0628\u0644 \u0647\u064a \u0645\u0646\u062a\u062c \u062d\u064a \u064a\u062a\u0637\u0648\u0631 \u0645\u0639 \u062a\u063a\u064a\u0631 \u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u0639\u0645\u0644. \u0643\u0646 \u0645\u0633\u062a\u0639\u062f\u064b\u0627 \u0644\u0625\u062c\u0631\u0627\u0621 \u062a\u062d\u0633\u064a\u0646\u0627\u062a \u0648\u062a\u062d\u062f\u064a\u062b\u0627\u062a \u062f\u0648\u0631\u064a\u0629.<\/p>\n<blockquote>\n<p><strong>\u0646\u0635\u064a-\u062d\u0629 \u062e\u0628\u064a\u0631:<\/strong> \u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0644\u0648\u062d\u0629 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0643 \u0643\u0645\u0646\u062a\u062c \u0628\u0631\u0645\u062c\u064a \u0648\u0644\u064a\u0633 \u0643\u062a\u0642\u0631\u064a\u0631 \u0644\u0645\u0631\u0629 \u0648\u0627\u062d\u062f\u0629. \u064a\u062c\u0628 \u0623\u0646 \u064a\u0643\u0648\u0646 \u0644\u0647\u0627 \u062f\u0648\u0631\u0629 \u062d\u064a\u0627\u0629: \u0627\u0644\u062a\u062e\u0637\u064a\u0637\u060c \u0627\u0644\u062a\u0637\u0648\u064a\u0631\u060c \u0627\u0644\u0627\u062e\u062a\u0628\u0627\u0631\u060c \u0627\u0644\u0646\u0634\u0631\u060c \u0648\u062c\u0645\u0639 \u0627\u0644\u0645\u0644\u0627\u062d\u0638\u0627\u062a \u0644\u0644\u062a\u0643\u0631\u0627\u0631 \u0648\u0627\u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0645\u0633\u062a\u0645\u0631. \u0623\u0641\u0636\u0644 \u0644\u0648\u062d\u0627\u062a \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0647\u064a \u0646\u062a\u0627\u062c \u062a\u0639\u0627\u0648\u0646 \u0645\u0633\u062a\u0645\u0631 \u0628\u064a\u0646 \u0627\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0648\u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0627\u0644\u0646\u0647\u0627\u0626\u064a\u064a\u0646.<\/p>\n<\/blockquote>\n<h2>\u062c\u062f\u0648\u0644 \u0645\u0642\u0627\u0631\u0646\u0629: \u0623\u0634\u0647\u0631 \u0623\u062f\u0648\u0627\u062a \u0628\u0646\u0627\u0621 \u0644\u0648\u062d\u0627\u062a \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a<\/h2>\n<p>\u0644\u0645\u0633\u0627\u0639\u062f\u062a\u0643 \u0641\u064a \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0623\u062f\u0627\u0629 \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629\u060c \u0625\u0644\u064a\u0643 \u0645\u0642\u0627\u0631\u0646\u0629 \u0645\u0628\u0633\u0637\u0629 \u0628\u064a\u0646 \u0623\u0634\u0647\u0631 \u062b\u0644\u0627\u062b \u0645\u0646\u0635\u0627\u062a \u0630\u0643\u0627\u0621 \u0623\u0639\u0645\u0627\u0644 \u0641\u064a \u0627\u0644\u0633\u0648\u0642 \u0627\u0644\u0639\u0627\u0644\u0645\u064a\u060c \u0645\u0639 \u0627\u0644\u0623\u062e\u0630 \u0641\u064a \u0627\u0644\u0627\u0639\u062a\u0628\u0627\u0631 \u0623\u0646\u0647\u0627 \u062a\u062a\u0637\u0648\u0631 \u0628\u0627\u0633\u062a\u0645\u0631\u0627\u0631.<\/p>\n<table style=\"width:100%; border-collapse: collapse; border: 1px solid #ddd;\">\n<thead style=\"background-color: #f2f2f2;\">\n<tr>\n<th style=\"padding: 12px; border: 1px solid #ddd; text-align: right;\">\u0627\u0644\u0645\u0639\u064a\u0627\u0631<\/th>\n<th style=\"padding: 12px; border: 1px solid #ddd; text-align: right;\">Microsoft Power BI<\/th>\n<th style=\"padding: 12px; border: 1px solid #ddd; text-align: right;\">Tableau<\/th>\n<th style=\"padding: 12px; border: 1px solid #ddd; text-align: right;\">Looker Studio (Google)<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"padding: 12px; border: 1px solid #ddd;\"><strong>\u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645<\/strong><\/td>\n<td style=\"padding: 12px; border: 1px solid #ddd;\">\u0633\u0647\u0644 \u0644\u0644\u0645\u0628\u062a\u062f\u0626\u064a\u0646\u060c \u062e\u0627\u0635\u0629 \u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a Excel. \u0645\u0646\u062d\u0646\u0649 \u0627\u0644\u062a\u0639\u0644\u0645 \u0645\u0639\u062a\u062f\u0644 \u0644\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629.<\/td>\n<td style=\"padding: 12px; border: 1px solid #ddd;\">\u0648\u0627\u062c\u0647\u0629 \u0628\u062f\u064a\u0647\u064a\u0629 \u0644\u0644\u063a\u0627\u064a\u0629 \u0644\u0625\u0646\u0634\u0627\u0621 \u062a\u0635\u0648\u0631\u0627\u062a \u062c\u0630\u0627\u0628\u0629. \u0642\u062f \u064a\u062a\u0637\u0644\u0628 \u0628\u0639\u0636 \u0627\u0644\u062a\u0639\u0644\u0645 \u0644\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0645\u0639\u0642\u062f\u0629.<\/td>\n<td style=\"padding: 12px; border: 1px solid #ddd;\">\u0633\u0647\u0644 \u062c\u062f\u064b\u0627 \u0648\u0628\u0633\u064a\u0637\u060c \u062e\u0627\u0635\u0629 \u0644\u0644\u062a\u0642\u0627\u0631\u064a\u0631 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0648\u0627\u0644\u0645\u062a\u0648\u0633\u0637\u0629. \u064a\u0639\u062a\u0628\u0631 \u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0644\u0645\u0628\u062a\u062f\u0626\u064a\u0646.<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 12px; border: 1px solid #ddd;\"><strong>\u0627\u0644\u062a\u0643\u0644\u0641\u0629<\/strong><\/td>\n<td style=\"padding: 12px; border: 1px solid #ddd;\">\u064a\u0642\u062f\u0645 \u0646\u0633\u062e\u0629 \u0645\u062c\u0627\u0646\u064a\u0629 \u0642\u0648\u064a\u0629 \u0644\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0641\u0631\u062f\u064a. \u062a\u0643\u0644\u0641\u0629 \u062a\u0631\u0627\u062e\u064a\u0635 Pro \u062a\u0646\u0627\u0641\u0633\u064a\u0629 \u062c\u062f\u064b\u0627 \u0644\u0644\u0634\u0631\u0643\u0627\u062a.<\/td>\n<td style=\"padding: 12px; border: 1px solid #ddd;\">\u064a\u0639\u062a\u0628\u0631 \u0627\u0644\u0623\u0639\u0644\u0649 \u062a\u0643\u0644\u0641\u0629 \u0628\u064a\u0646 \u0627\u0644\u062b\u0644\u0627\u062b\u0629. \u064a\u0631\u0643\u0632 \u0639\u0644\u0649 \u0633\u0648\u0642 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0643\u0628\u0631\u0649.<\/td>\n<td style=\"padding: 12px; border: 1px solid #ddd;\">\u0645\u062c\u0627\u0646\u064a \u062a\u0645\u0627\u0645\u064b\u0627\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647 \u062e\u064a\u0627\u0631\u064b\u0627 \u0645\u0645\u062a\u0627\u0632\u064b\u0627 \u0644\u0644\u0623\u0641\u0631\u0627\u062f \u0648\u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0635\u063a\u064a\u0631\u0629 \u0648\u0627\u0644\u0645\u062a\u0648\u0633\u0637\u0629.<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 12px; border: 1px solid #ddd;\"><strong>\u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0623\u0646\u0638\u0645\u0629<\/strong><\/td>\n<td style=\"padding: 12px; border: 1px solid #ddd;\">\u062a\u0643\u0627\u0645\u0644 \u0645\u0645\u062a\u0627\u0632 \u0645\u0639 \u0645\u0646\u062a\u062c\u0627\u062a Microsoft \u0627\u0644\u0623\u062e\u0631\u0649 (Azure, Office 365, SQL Server).<\/td>\n<td style=\"padding: 12px; border: 1px solid #ddd;\">\u0642\u062f\u0631\u0627\u062a \u0631\u0628\u0637 \u0648\u0627\u0633\u0639\u0629 \u062c\u062f\u064b\u0627 \u0645\u0639 \u0645\u0626\u0627\u062a \u0645\u0635\u0627\u062f\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629. \u0623\u062f\u0627\u0621 \u0642\u0648\u064a \u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0636\u062e\u0645\u0629.<\/td>\n<td style=\"padding: 12px; border: 1px solid #ddd;\">\u062a\u0643\u0627\u0645\u0644 \u0633\u0644\u0633 \u0648\u0645\u0628\u0627\u0634\u0631 \u0645\u0639 \u0645\u0646\u062a\u062c\u0627\u062a Google (Google Analytics, Google Ads, BigQuery).<\/td>\n<\/tr>\n<tr>\n<td style=\"padding: 12px; border: 1px solid #ddd;\"><strong>\u0646\u0642\u0637\u0629 \u0627\u0644\u0642\u0648\u0629 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629<\/strong><\/td>\n<td style=\"padding: 12px; border: 1px solid #ddd;\">\u0623\u062f\u0627\u0629 \u0634\u0627\u0645\u0644\u0629 \u0648\u0645\u062a\u0648\u0627\u0632\u0646\u0629\u060c \u062a\u062c\u0645\u0639 \u0628\u064a\u0646 \u0642\u0648\u0629 \u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0648\u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u0633\u0639\u0631 \u062a\u0646\u0627\u0641\u0633\u064a.<\/td>\n<td style=\"padding: 12px; border: 1px solid #ddd;\">\u0627\u0644\u062a\u0635\u0648\u0631 \u0627\u0644\u0628\u0635\u0631\u064a \u0627\u0644\u0623\u0641\u0636\u0644 \u0641\u064a \u0641\u0626\u062a\u0647\u060c \u0648\u0625\u0646\u0634\u0627\u0621 \u0644\u0648\u062d\u0627\u062a \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u062a\u0641\u0627\u0639\u0644\u064a\u0629 \u0648\u062c\u0630\u0627\u0628\u0629 \u0644\u0644\u063a\u0627\u064a\u0629.<\/td>\n<td style=\"padding: 12px; border: 1px solid #ddd;\">\u0627\u0644\u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u0645\u0637\u0644\u0642\u0629\u060c \u0627\u0644\u0633\u0631\u0639\u0629 \u0641\u064a \u0627\u0644\u0625\u0639\u062f\u0627\u062f\u060c \u0648\u0627\u0644\u062a\u0643\u0627\u0645\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u064a \u0645\u0639 \u0646\u0638\u0627\u0645 Google \u0627\u0644\u0628\u064a\u0626\u064a.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u062e\u0637\u0648\u0627\u062a \u0639\u0645\u0644\u064a\u0629 \u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u0628\u062f\u0621 \u0628\u0647\u0627 \u0627\u0644\u064a\u0648\u0645 (Actionable Steps)<\/h2>\n<p>\u0627\u0644\u0646\u0638\u0631\u064a\u0629 \u0648\u062d\u062f\u0647\u0627 \u0644\u0627 \u062a\u0643\u0641\u064a. \u0625\u0630\u0627 \u0643\u0646\u062a \u062a\u0631\u063a\u0628 \u0641\u064a \u0627\u0643\u062a\u0633\u0627\u0628 \u0647\u0630\u0647 \u0627\u0644\u0645\u0647\u0627\u0631\u0629 \u062d\u0642\u064b\u0627\u060c \u064a\u062c\u0628 \u0623\u0646 \u062a\u0628\u062f\u0623 \u0628\u0627\u0644\u062a\u0637\u0628\u064a\u0642 \u0627\u0644\u0639\u0645\u0644\u064a. \u0625\u0644\u064a\u0643 \u0628\u0639\u0636 \u0627\u0644\u062e\u0637\u0648\u0627\u062a \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646\u0643 \u0627\u062a\u062e\u0627\u0630\u0647\u0627 \u0641\u0648\u0631\u064b\u0627:<\/p>\n<ol>\n<li><strong>\u0627\u0628\u062f\u0623 \u0628\u0645\u0634\u0631\u0648\u0639 \u0634\u062e\u0635\u064a:<\/strong> \u0623\u0641\u0636\u0644 \u0637\u0631\u064a\u0642\u0629 \u0644\u0644\u062a\u0639\u0644\u0645 \u0647\u064a \u0639\u0646 \u0637\u0631\u064a\u0642 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0629. \u0642\u0645 \u0628\u062a\u062d\u0644\u064a\u0644 \u0628\u064a\u0627\u0646\u0627\u062a \u062a\u0647\u0645\u0643 \u0634\u062e\u0635\u064a\u064b\u0627\u060c \u0645\u062b\u0644 \u062a\u062a\u0628\u0639 \u0645\u0635\u0627\u0631\u064a\u0641\u0643 \u0627\u0644\u0634\u0647\u0631\u064a\u0629\u060c \u0623\u062f\u0627\u0621 \u062a\u0645\u0627\u0631\u064a\u0646\u0643 \u0627\u0644\u0631\u064a\u0627\u0636\u064a\u0629\u060c \u0623\u0648 \u062d\u062a\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u0623\u0644\u0639\u0627\u0628 \u0627\u0644\u0641\u064a\u062f\u064a\u0648 \u0627\u0644\u0645\u0641\u0636\u0644\u0629 \u0644\u062f\u064a\u0643. \u0647\u0630\u0627 \u0633\u064a\u062c\u0639\u0644\u0643 \u0645\u062a\u062d\u0645\u0633\u064b\u0627 \u0644\u0644\u0639\u0645\u0644\u064a\u0629.<\/li>\n<li><strong>\u062a\u0639\u0644\u0645 \u0623\u062f\u0627\u0629 \u0645\u062c\u0627\u0646\u064a\u0629:<\/strong> \u0642\u0645 \u0628\u062a\u0646\u0632\u064a\u0644 \u0646\u0633\u062e\u0629 Power BI Desktop \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0623\u0648 \u0627\u0633\u062a\u062e\u062f\u0645 Looker Studio. \u0634\u0627\u0647\u062f \u0628\u0639\u0636 \u0627\u0644\u062f\u0631\u0648\u0633 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a\u0629 \u0644\u0644\u0645\u0628\u062a\u062f\u0626\u064a\u0646 \u0648\u0627\u0628\u062f\u0623 \u0641\u064a \u0628\u0646\u0627\u0621 \u0644\u0648\u062d\u0629 \u0645\u0639\u0644\u0648\u0645\u0627\u062a\u0643 \u0627\u0644\u0634\u062e\u0635\u064a\u0629.<\/li>\n<li><strong>\u062a\u0635\u0641\u062d \u0648\u0627\u0633\u062a\u0644\u0647\u0645:<\/strong> \u0642\u0645 \u0628\u0632\u064a\u0627\u0631\u0629 \u0645\u0639\u0627\u0631\u0636 \u0644\u0648\u062d\u0627\u062a \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0639\u0627\u0645\u0629 \u0627\u0644\u062a\u064a \u062a\u0648\u0641\u0631\u0647\u0627 Tableau Public \u0623\u0648 Power BI Community. \u062d\u0644\u0644 \u0627\u0644\u062a\u0635\u0627\u0645\u064a\u0645 \u0627\u0644\u062a\u064a \u062a\u0639\u062c\u0628\u0643 \u0648\u062d\u0627\u0648\u0644 \u0641\u0647\u0645 \u0633\u0628\u0628 \u0641\u0639\u0627\u0644\u064a\u062a\u0647\u0627. \u0644\u0627 \u062a\u0642\u0644\u062f \u0628\u0634\u0643\u0644 \u0623\u0639\u0645\u0649\u060c \u0628\u0644 \u0627\u0633\u062a\u0644\u0647\u0645 \u0627\u0644\u0623\u0641\u0643\u0627\u0631.<\/li>\n<li><strong>\u062a\u0637\u0648\u0639 \u0641\u064a \u0639\u0645\u0644\u0643:<\/strong> \u0627\u0628\u062d\u062b \u0639\u0646 \u0641\u0631\u0635\u0629 \u062f\u0627\u062e\u0644 \u0645\u0624\u0633\u0633\u062a\u0643. \u0642\u062f \u064a\u0643\u0648\u0646 \u0647\u0646\u0627\u0643 \u0641\u0631\u064a\u0642 \u064a\u0643\u0627\u0641\u062d \u0645\u0639 \u062a\u0642\u0627\u0631\u064a\u0631 Excel \u0627\u0644\u064a\u062f\u0648\u064a\u0629. \u0627\u0639\u0631\u0636 \u0639\u0644\u064a\u0647\u0645 \u0628\u0646\u0627\u0621 \u0644\u0648\u062d\u0629 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0628\u0633\u064a\u0637\u0629 \u0648\u0645\u0624\u062a\u0645\u062a\u0629. \u0633\u062a\u0643\u0648\u0646 \u0647\u0630\u0647 \u062a\u062c\u0631\u0628\u0629 \u062d\u0642\u064a\u0642\u064a\u0629 \u0644\u0627 \u062a\u0642\u062f\u0631 \u0628\u062b\u0645\u0646.<\/li>\n<li><strong>\u062d\u062f\u0651\u062b \u0645\u0644\u0641\u0643 \u0627\u0644\u0645\u0647\u0646\u064a:<\/strong> \u0628\u0645\u062c\u0631\u062f \u0623\u0646 \u064a\u0643\u0648\u0646 \u0644\u062f\u064a\u0643 \u0645\u0634\u0631\u0648\u0639 \u0623\u0648 \u0645\u0634\u0631\u0648\u0639\u0627\u0646 \u062a\u0641\u062e\u0631 \u0628\u0647\u0645\u0627\u060c \u0623\u0636\u0641\u0647\u0645\u0627 \u0625\u0644\u0649 \u0633\u064a\u0631\u062a\u0643 \u0627\u0644\u0630\u0627\u062a\u064a\u0629 \u0623\u0648 \u0645\u0644\u0641\u0643 \u0639\u0644\u0649 LinkedIn. \u0627\u0628\u062d\u062b \u0639\u0646 <a href=\"https:\/\/jobsdz.com\/ar\/wadifa\" target=\"_blank\" rel=\"noopener\">\u0648\u0638\u0627\u0626\u0641<\/a> \u0641\u064a \u0645\u062c\u0627\u0644\u0643 \u062a\u062a\u0637\u0644\u0628 \u0645\u0647\u0627\u0631\u0627\u062a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0623\u0648 \u0625\u0639\u062f\u0627\u062f \u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631 \u0644\u062a\u0631\u0649 \u0643\u064a\u0641 \u064a\u0632\u062f\u0627\u062f \u0627\u0644\u0637\u0644\u0628 \u0639\u0644\u064a\u0643.<\/li>\n<\/ol>\n<h2>\u0623\u062e\u0637\u0627\u0621 \u0634\u0627\u0626\u0639\u0629 \u064a\u062c\u0628 \u062a\u062c\u0646\u0628\u0647\u0627 \u0639\u0646\u062f \u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0640 Dashboards<\/h2>\n<p>\u0645\u0639\u0631\u0641\u0629 \u0645\u0627 \u064a\u062c\u0628 \u0627\u0644\u0642\u064a\u0627\u0645 \u0628\u0647 \u0644\u0627 \u064a\u0642\u0644 \u0623\u0647\u0645\u064a\u0629 \u0639\u0646 \u0645\u0639\u0631\u0641\u0629 \u0645\u0627 \u064a\u062c\u0628 \u062a\u062c\u0646\u0628\u0647. \u0627\u0644\u0648\u0642\u0648\u0639 \u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u0623\u062e\u0637\u0627\u0621 \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u062d\u0648\u0644 \u0644\u0648\u062d\u0629 \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0648\u0627\u0639\u062f\u0629 \u0625\u0644\u0649 \u0623\u062f\u0627\u0629 \u0645\u0631\u0628\u0643\u0629 \u0648\u063a\u064a\u0631 \u0641\u0639\u0627\u0644\u0629. \u062a\u062c\u0646\u0628 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\u0627\u0644\u0641\u0639\u0627\u0644 \u0648\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0623\u0647\u062f\u0627\u0641 \u062a\u0638\u0644 \u062b\u0627\u0628\u062a\u0629. \u064a\u0645\u0643\u0646\u0643 \u062f\u0627\u0626\u0645\u064b\u0627 \u0627\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0627\u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0625\u0631\u0634\u0627\u062f\u0627\u062a \u0627\u0644\u0645\u0647\u0646\u064a\u0629 \u0648\u0627\u0644\u0646\u0635\u0627\u0626\u062d \u0644\u062a\u0637\u0648\u064a\u0631 \u0645\u0647\u0627\u0631\u0627\u062a\u0643 \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u0635\u0641\u062d <a href=\"https:\/\/jobsdz.com\/ar\/blog\/\" target=\"_blank\" rel=\"noopener\">\u0645\u062f\u0648\u0646\u0629 jobsdz<\/a>. \u0648\u0639\u0646\u062f\u0645\u0627 \u062a\u0634\u0639\u0631 \u0628\u0627\u0644\u062b\u0642\u0629 \u0641\u064a \u0642\u062f\u0631\u0627\u062a\u0643 \u0627\u0644\u062c\u062f\u064a\u062f\u0629\u060c \u0644\u0627 \u062a\u062a\u0631\u062f\u062f \u0641\u064a \u062a\u062d\u062f\u064a\u062b \u0645\u0644\u0641\u0643 \u0627\u0644\u0634\u062e\u0635\u064a \u0648<a href=\"https:\/\/jobsdz.com\/ar\/submit-resume\" target=\"_blank\" rel=\"noopener\">\u0625\u0631\u0633\u0627\u0644 \u0633\u064a\u0631\u062a\u0643 \u0627\u0644\u0630\u0627\u062a\u064a\u0629<\/a> \u0628\u062b\u0642\u0629 \u0623\u0643\u0628\u0631 \u0644\u0644\u0645\u0646\u0627\u0641\u0633\u0629 \u0639\u0644\u0649 \u0623\u0641\u0636\u0644 \u0627\u0644\u0641\u0631\u0635 \u0627\u0644\u0639\u0627\u0644\u0645\u064a\u0629.<\/p>\n<h2>Sources<\/h2>\n<ul>\n<li><a href=\"https:\/\/www.gartner.com\/en\/information-technology\/glossary\/business-intelligence-bi\" target=\"_blank\" rel=\"nofollow noopener\">Gartner Information Technology Glossary &#8211; Business Intelligence (BI)<\/a><\/li>\n<li><a href=\"https:\/\/www.tableau.com\/learn\/articles\/data-visualization-best-practices\" target=\"_blank\" rel=\"nofollow noopener\">Tableau &#8211; Data Visualization Best Practices<\/a><\/li>\n<li><a href=\"https:\/\/learn.microsoft.com\/en-us\/power-bi\/create-reports\/service-dashboards\" target=\"_blank\" rel=\"nofollow noopener\">Microsoft Power BI Documentation &#8211; Dashboards for business users<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u0641\u064a \u0627\u0644\u0645\u0634\u0647\u062f \u0627\u0644\u0631\u0642\u0645\u064a \u0627\u0644\u062d\u0627\u0644\u064a\u060c \u0644\u0645 \u062a\u0639\u062f \u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u0641\u0647\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u062a\u0631\u0641\u064b\u0627 \u064a\u0642\u062a\u0635\u0631 \u0639\u0644\u0649 \u0645\u062d\u0644\u0644\u064a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u062e\u0628\u0631\u0627\u0621 \u0627\u0644\u062a\u0642\u0646\u064a\u064a\u0646\u060c \u0628\u0644 \u0623\u0635\u0628\u062d\u062a \u0644\u063a\u0629 \u0627\u0644\u0639\u0635\u0631 \u0627\u0644\u062a\u064a \u064a\u062c\u0628 \u0639\u0644\u0649 \u0643\u0644 \u0645\u0647\u0646\u064a \u0637\u0645\u0648\u062d \u0625\u062a\u0642\u0627\u0646\u0647\u0627. \u0625\u0646 \u062a\u062d\u0648\u064a\u0644 \u062c\u062f\u0627\u0648\u0644 \u0627\u0644\u0623\u0631\u0642\u0627\u0645 \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0648\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0623\u0648\u0644\u064a\u0629 \u0625\u0644\u0649 \u0631\u0624\u0649 \u0648\u0627\u0636\u062d\u0629 \u0648\u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0646\u0641\u064a\u0630 \u0647\u0648 \u0645\u0627 \u064a\u0645\u064a\u0632 \u0627\u0644\u0642\u0627\u062f\u0629 \u0648\u0635\u0646\u0627\u0639 \u0627\u0644\u0642\u0631\u0627\u0631 \u0639\u0646 \u063a\u064a\u0631\u0647\u0645. \u0648\u0647\u0646\u0627 \u064a\u0623\u062a\u064a \u062f\u0648\u0631 \u0644\u0648\u062d\u0627\u062a \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a (Dashboards) \u0643\u0623\u062f\u0627\u0629 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":36084,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[1232],"tags":[],"this-is-test":[],"class_list":["post-36087","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-professional-preparation-and-career-planning-ar"],"mb":[],"jetpack_featured_media_url":"https:\/\/i0.wp.com\/jobsdz.com\/wp-content\/uploads\/2026\/01\/image-290.png?fit=1024%2C681&ssl=1","jetpack_sharing_enabled":true,"jetpack-related-posts":[{"id":26589,"url":"https:\/\/jobsdz.com\/ar\/2025\/11\/%d8%a3%d9%87%d9%85%d9%8a%d8%a9-%d8%aa%d8%b9%d9%84%d9%85-%d8%a7%d9%84%d8%aa%d8%ad%d9%84%d9%8a%d9%84-%d8%a7%d9%84%d8%a8%d9%8a%d8%a7%d9%86%d9%8a-%d9%81%d9%8a-%d8%a7%d9%84%d8%b9%d9%85%d9%84-%d8%ae%d8%b7\/","url_meta":{"origin":36087,"position":0},"title":"\u0623\u0647\u0645\u064a\u0629 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&quot;\u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0648\u0627\u0644\u0639\u0645\u0644&quot;","block_context":{"text":"\u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0648\u0627\u0644\u0639\u0645\u0644","link":"https:\/\/jobsdz.com\/ar\/category\/%d8%a7%d9%84%d8%aa%d9%83%d9%86%d9%88%d9%84%d9%88%d8%ac%d9%8a%d8%a7-%d9%88%d8%a7%d9%84%d8%b9%d9%85%d9%84\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/jobsdz.com\/wp-content\/uploads\/2025\/11\/image-149.png?fit=1024%2C435&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/jobsdz.com\/wp-content\/uploads\/2025\/11\/image-149.png?fit=1024%2C435&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/jobsdz.com\/wp-content\/uploads\/2025\/11\/image-149.png?fit=1024%2C435&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/jobsdz.com\/wp-content\/uploads\/2025\/11\/image-149.png?fit=1024%2C435&ssl=1&resize=700%2C400 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