{"id":24564,"date":"2026-03-24T00:51:58","date_gmt":"2026-03-23T21:51:58","guid":{"rendered":"https:\/\/tharaaedu.com\/?p=24564"},"modified":"2026-04-19T18:37:30","modified_gmt":"2026-04-19T15:37:30","slug":"accredited-certifications-in-data-analysis-in-saudi-arabia","status":"publish","type":"post","link":"https:\/\/tharaaedu.com\/en\/accredited-certifications-in-data-analysis-in-saudi-arabia\/","title":{"rendered":"\u062f\u0644\u064a\u0644 \u0627\u0644\u0634\u0647\u0627\u062f\u0627\u062a \u0627\u0644\u0645\u0639\u062a\u0645\u062f\u0629 \u0641\u064a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0627\u0644\u0633\u0639\u0648\u062f\u064a\u0629"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">\u062a\u0639\u062a\u0628\u0631 <\/span><b>\u0627\u0644\u0634\u0647\u0627\u062f\u0627\u062a \u0627\u0644\u0645\u0639\u062a\u0645\u062f\u0629 \u0641\u064a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/b><span style=\"font-weight: 400;\"> \u0628\u0648\u0627\u0628\u0629 \u0645\u0647\u0645\u0629 \u0644\u0643\u0644 \u0645\u0646 \u064a\u0633\u0639\u0649 \u0644\u062f\u062e\u0648\u0644 \u0633\u0648\u0642 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0633\u0639\u0648\u062f\u064a \u0628\u0642\u0648\u0629 \u0648\u0627\u062d\u062a\u0631\u0627\u0641\u064a\u0629 \u0641\u064a \u0639\u0627\u0645 2026.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0641\u0627\u0644\u0634\u0647\u0627\u062f\u0627\u062a \u0627\u0644\u0645\u0639\u062a\u0645\u062f\u0629 \u0641\u064a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0627\u0644\u0633\u0639\u0648\u062f\u064a\u0629 \u0647\u064a \u0634\u0647\u0627\u062f\u0627\u062a \u0631\u0633\u0645\u064a\u0629 \u062a\u0635\u062f\u0631 \u0639\u0646 <\/span><b>\u0627\u0644\u0645\u0624\u0633\u0633\u0629 \u0627\u0644\u0639\u0627\u0645\u0629 \u0644\u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u062a\u0642\u0646\u064a \u0648\u0627\u0644\u0645\u0647\u0646\u064a (TVTC)<\/b><span style=\"font-weight: 400;\"> \u0648\u062a\u0648\u062b\u064e\u0651\u0642 \u0639\u0628\u0631 <\/span><b>\u0645\u0646\u0635\u0629 \u0645\u0646\u0627\u0631<\/b><span style=\"font-weight: 400;\">\u060c \u0648\u062a\u0624\u0647\u0644 \u062d\u0627\u0645\u0644\u0647\u0627 \u0644\u0644\u0639\u0645\u0644 \u0641\u064a \u0648\u0638\u0627\u0626\u0641 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0641\u0642 \u0645\u0639\u0627\u064a\u064a\u0631 \u0631\u0624\u064a\u0629 2030.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u062e\u0627\u0635\u0629\u064b \u0641\u064a \u0638\u0644 \u0627\u0644\u062a\u062d\u0648\u0644 \u0627\u0644\u0631\u0642\u0645\u064a \u0627\u0644\u0645\u062a\u0633\u0627\u0631\u0639 \u0627\u0644\u0630\u064a \u062a\u0634\u0647\u062f\u0647 \u0627\u0644\u0645\u0645\u0644\u0643\u0629 \u0627\u0644\u0639\u0631\u0628\u064a\u0629 \u0627\u0644\u0633\u0639\u0648\u062f\u064a\u0629 \u0636\u0645\u0646 \u0631\u0624\u064a\u0629 2030\u060c \u0623\u0635\u0628\u062d\u062a <\/span><b>\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/b><span style=\"font-weight: 400;\"> \u0647\u064a &#8220;\u0627\u0644\u0646\u0641\u0637 \u0627\u0644\u062c\u062f\u064a\u062f&#8221; \u0648\u0639\u0635\u0628 \u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a \u0641\u064a \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a. \u0648\u0628\u0627\u0644\u062a\u0627\u0644\u064a\u060c \u0644\u0645 \u064a\u0639\u062f <\/span><b>\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0627\u0644\u0633\u0639\u0648\u062f\u064a\u0629<\/b><span style=\"font-weight: 400;\"> \u0645\u062c\u0631\u062f \u0645\u0647\u0627\u0631\u0629 \u0625\u0636\u0627\u0641\u064a\u0629\u060c \u0628\u0644 \u0623\u0636\u062d\u0649 \u0636\u0631\u0648\u0631\u0629 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u062a\u062a\u0637\u0644\u0628 \u062a\u0623\u0647\u064a\u0644\u0627\u064b \u0623\u0643\u0627\u062f\u064a\u0645\u064a\u0627\u064b \u0648\u062a\u0642\u0646\u064a\u0627\u064b \u0645\u0639\u062a\u0645\u062f\u0627\u064b.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0644\u0630\u0627 \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u062f\u0644\u064a\u0644\u060c \u0646\u0633\u062a\u0639\u0631\u0636 \u0645\u0633\u0627\u0631 \u0627\u062d\u062a\u0631\u0627\u0641 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u062e\u0644\u0627\u0644 <\/span><b>\u0627\u0644\u0634\u0647\u0627\u062f\u0627\u062a \u0627\u0644\u0645\u0639\u062a\u0645\u062f\u0629 \u0641\u064a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/b><span style=\"font-weight: 400;\">\u060c \u0645\u062b\u0644 \u062a\u0644\u0643 \u0627\u0644\u0635\u0627\u062f\u0631\u0629 \u0639\u0646:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0627\u0644\u0645\u0624\u0633\u0633\u0629 \u0627\u0644\u0639\u0627\u0645\u0629 \u0644\u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u062a\u0642\u0646\u064a \u0648\u0627\u0644\u0645\u0647\u0646\u064a<\/b><span style=\"font-weight: 400;\"> (TVTC)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0648\u0639\u0628\u0631 <\/span><b>\u0645\u0646\u0635\u0629 \u0645\u0646\u0627\u0631<\/b><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u0644\u0636\u0645\u0627\u0646 \u0627\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 <\/span><b>\u0634\u0647\u0627\u062f\u0627\u062a \u0645\u0639\u062a\u0631\u0641 \u0628\u0647\u0627 \u0641\u064a \u0627\u0644\u0633\u0639\u0648\u062f\u064a\u0629<\/b><span style=\"font-weight: 400;\"> \u062a\u062f\u0639\u0645 \u0645\u0633\u0627\u0631\u0643 \u0627\u0644\u0645\u0647\u0646\u064a \u0628\u0625\u0630\u0646 \u0627\u0644\u0644\u0647 \u062a\u0639\u0627\u0644\u0649.<\/span><\/p>\n<div style=\"background: linear-gradient(135deg, #f5f7fa 0%, #e8edf3 100%); border: 2px solid #2c5282; border-radius: 12px; padding: 20px 25px; margin: 25px 0; box-shadow: 0 4px 12px rgba(0,0,0,0.08);\">\n<h3 style=\"margin-top: 0; margin-bottom: 15px; color: #2c5282; border-bottom: 2px solid #2c5282; padding-bottom: 10px;\"><b>\ud83d\udcd1 \u0645\u062d\u062a\u0648\u064a\u0627\u062a \u0627\u0644\u0645\u0642\u0627\u0644<\/b><\/h3>\n<ol style=\"margin: 0; padding-right: 25px; line-height: 2;\">\n<li><a href=\"#section-1\" style=\"color: #2c5282; text-decoration: none; font-weight: 500;\">\u062b\u0648\u0631\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0623\u0647\u0645\u064a\u0629 \u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0627\u0644\u0645\u0647\u0646\u064a \u0641\u064a \u0627\u0644\u0645\u0645\u0644\u0643\u0629<\/a><\/li>\n<li><a href=\"#section-2\" style=\"color: #2c5282; text-decoration: none; font-weight: 500;\">\u0627\u0644\u0645\u0624\u0633\u0633\u0629 \u0627\u0644\u0639\u0627\u0645\u0629 \u0644\u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u062a\u0642\u0646\u064a \u0648\u0627\u0644\u0645\u0647\u0646\u064a (TVTC): \u0627\u0644\u0645\u0631\u062c\u0639 \u0627\u0644\u0623\u0648\u0644 \u0644\u0644\u0627\u0639\u062a\u0645\u0627\u062f<\/a><\/li>\n<li><a href=\"#section-3\" style=\"color: #2c5282; text-decoration: none; font-weight: 500;\">\u0645\u0646\u0635\u0629 \u0645\u0646\u0627\u0631: \u0628\u0648\u0627\u0628\u0629 \u0627\u0644\u062a\u0648\u062b\u064a\u0642 \u0648\u0627\u0644\u062a\u062d\u0642\u0642 \u0627\u0644\u0631\u0642\u0645\u064a<\/a><\/li>\n<li><a href=\"#section-4\" style=\"color: #2c5282; text-decoration: none; font-weight: 500;\">\u0627\u0644\u0645\u062d\u0648\u0631 \u0627\u0644\u062a\u0642\u0646\u064a \u0627\u0644\u0623\u0648\u0644: \u0627\u062d\u062a\u0631\u0627\u0641 \u0627\u0644\u0640 Excel \u0627\u0644\u0645\u062a\u0642\u062f\u0645 \u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/a><\/li>\n<li><a href=\"#section-5\" style=\"color: #2c5282; text-decoration: none; font-weight: 500;\">\u0627\u0644\u0645\u062d\u0648\u0631 \u0627\u0644\u062a\u0642\u0646\u064a \u0627\u0644\u062b\u0627\u0646\u064a: \u0644\u063a\u0629 SQL \u0648\u0625\u062f\u0627\u0631\u0629 \u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/a><\/li>\n<li><a href=\"#section-6\" style=\"color: #2c5282; text-decoration: none; font-weight: 500;\">\u0627\u0644\u0645\u062d\u0648\u0631 \u0627\u0644\u062a\u0642\u0646\u064a \u0627\u0644\u062b\u0627\u0644\u062b: \u0630\u0643\u0627\u0621 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0648\u0639\u0631\u0636 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a (Power BI &amp; Tableau)<\/a><\/li>\n<li><a href=\"#section-7\" style=\"color: #2c5282; text-decoration: none; font-weight: 500;\">\u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0634\u0627\u0626\u0639\u0629 \u062d\u0648\u0644 \u0627\u0644\u0634\u0647\u0627\u062f\u0627\u062a \u0627\u0644\u0645\u0639\u062a\u0645\u062f\u0629 \u0641\u064a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/a><\/li>\n<li><a href=\"#section-8\" style=\"color: #2c5282; text-decoration: none; font-weight: 500;\">\u062e\u0627\u0631\u0637\u0629 \u0627\u0644\u0637\u0631\u064a\u0642 \u0644\u0644\u0646\u062c\u0627\u062d \u0627\u0644\u0645\u0647\u0646\u064a<\/a><\/li>\n<li><a href=\"#section-9\" style=\"color: #2c5282; text-decoration: none; font-weight: 500;\">\u0627\u0644\u062e\u0627\u062a\u0645\u0629<\/a><\/li>\n<\/ol>\n<\/div>\n<blockquote>\n<h3><b>\ud83d\udccc \u0623\u0628\u0631\u0632 \u0627\u0644\u0646\u0642\u0627\u0637 \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u062f\u0644\u064a\u0644:<\/b><\/h3>\n<ul>\n<li><span style=\"font-weight: 400;\">\u0627\u0644\u062c\u0647\u0629 \u0627\u0644\u0631\u0633\u0645\u064a\u0629 \u0627\u0644\u0645\u0639\u062a\u0645\u062f\u0629 \u0644\u0644\u0634\u0647\u0627\u062f\u0627\u062a \u0647\u064a <\/span><b>\u0627\u0644\u0645\u0624\u0633\u0633\u0629 \u0627\u0644\u0639\u0627\u0645\u0629 \u0644\u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u062a\u0642\u0646\u064a \u0648\u0627\u0644\u0645\u0647\u0646\u064a (TVTC)<\/b><span style=\"font-weight: 400;\">.<\/span><\/li>\n<li><span style=\"font-weight: 400;\">\u062c\u0645\u064a\u0639 \u0627\u0644\u0634\u0647\u0627\u062f\u0627\u062a \u064a\u062a\u0645 \u062a\u0648\u062b\u064a\u0642\u0647\u0627 \u0631\u0642\u0645\u064a\u0627\u064b \u0639\u0628\u0631 <\/span><b>\u0645\u0646\u0635\u0629 \u0645\u0646\u0627\u0631<\/b><span style=\"font-weight: 400;\"> \u0648\u0631\u0628\u0637\u0647\u0627 \u0628\u0640 \u062c\u062f\u0627\u0631\u0629\/\u0645\u0633\u0627\u0631.<\/span><\/li>\n<li><span style=\"font-weight: 400;\">\u0623\u0647\u0645 \u062b\u0644\u0627\u062b \u0645\u0647\u0627\u0631\u0627\u062a \u062a\u0642\u0646\u064a\u0629 \u0645\u0637\u0644\u0648\u0628\u0629: <\/span><b>Excel \u0627\u0644\u0645\u062a\u0642\u062f\u0645<\/b><span style=\"font-weight: 400;\"> \u062b\u0645 <\/span><b>SQL<\/b><span style=\"font-weight: 400;\"> \u062b\u0645 <\/span><b>Power BI \/ Tableau<\/b><span style=\"font-weight: 400;\">.<\/span><\/li>\n<li><span style=\"font-weight: 400;\">\u0631\u0624\u064a\u0629 2030 \u062a\u0633\u062a\u0647\u062f\u0641 \u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0645\u0645\u0644\u0643\u0629 \u0625\u0644\u0649 \u0627\u0642\u062a\u0635\u0627\u062f \u0631\u0642\u0645\u064a \u064a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0645\u0645\u0627 \u064a\u0631\u0641\u0639 \u0627\u0644\u0637\u0644\u0628 \u0639\u0644\u0649 \u0645\u062d\u0644\u0644\u064a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0639\u062a\u0645\u062f\u064a\u0646.<\/span><\/li>\n<li><span style=\"font-weight: 400;\">\u0634\u0647\u0627\u062f\u0629 <\/span><b>Microsoft PL-300<\/b><span style=\"font-weight: 400;\"> \u0645\u0646 \u0623\u0628\u0631\u0632 \u0627\u0644\u0634\u0647\u0627\u062f\u0627\u062a \u0627\u0644\u0639\u0627\u0644\u0645\u064a\u0629 \u0627\u0644\u0645\u0637\u0644\u0648\u0628\u0629 \u0641\u064a \u0633\u0648\u0642 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0633\u0639\u0648\u062f\u064a.<\/span><\/li>\n<\/ul>\n<\/blockquote>\n<h2 id=\"section-1\"><b>1. \u062b\u0648\u0631\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0623\u0647\u0645\u064a\u0629 \u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0627\u0644\u0645\u0647\u0646\u064a \u0641\u064a \u0627\u0644\u0645\u0645\u0644\u0643\u0629<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">\u062a\u0633\u062a\u0647\u062f\u0641 \u0631\u0624\u064a\u0629 \u0627\u0644\u0645\u0645\u0644\u0643\u0629 2030 \u0628\u0646\u0627\u0621 \u0645\u062c\u062a\u0645\u0639 \u062d\u064a\u0648\u064a \u0648\u0627\u0642\u062a\u0635\u0627\u062f \u0645\u0632\u062f\u0647\u0631 \u064a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0648\u0627\u0644\u0627\u0628\u062a\u0643\u0627\u0631\u060c \u062d\u064a\u062b \u062a\u0633\u0639\u0649 \u0627\u0644\u0645\u0645\u0644\u0643\u0629 \u0644\u0623\u0646 \u062a\u0643\u0648\u0646 \u0636\u0645\u0646 \u0623\u0641\u0636\u0644 15 \u0627\u0642\u062a\u0635\u0627\u062f\u0627\u064b \u0641\u064a \u0627\u0644\u0639\u0627\u0644\u0645. \u0648\u0628\u0627\u0644\u062a\u0627\u0644\u064a\u060c \u064a\u0628\u0631\u0632 \u062f\u0648\u0631 &#8220;\u0645\u062d\u0644\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a&#8221; \u0643\u0639\u0646\u0635\u0631 \u0641\u0639\u0627\u0644 \u0641\u064a \u062a\u0631\u062c\u0645\u0629 \u0627\u0644\u0623\u0631\u0642\u0627\u0645 \u0625\u0644\u0649 \u0642\u0631\u0627\u0631\u0627\u062a \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0648\u0644\u0643\u0646\u060c \u0641\u064a \u0633\u0648\u0642 \u0639\u0645\u0644 \u062a\u0646\u0627\u0641\u0633\u064a\u060c \u0644\u0627 \u064a\u0643\u0641\u064a \u0627\u0645\u062a\u0644\u0627\u0643 \u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0641\u062d\u0633\u0628\u060c \u0628\u0644 \u064a\u062c\u0628 \u0623\u0646 \u062a\u0643\u0648\u0646 \u0647\u0630\u0647 \u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0645\u0648\u062b\u0642\u0629 \u0645\u0646 \u062c\u0647\u0627\u062a \u0631\u0633\u0645\u064a\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 <\/span><b>\u0627\u0644\u0634\u0647\u0627\u062f\u0627\u062a \u0627\u0644\u0645\u0639\u062a\u0645\u062f\u0629 \u0641\u064a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0627\u0644\u0633\u0648\u0642 \u0627\u0644\u0633\u0639\u0648\u062f\u064a<\/b><span style=\"font-weight: 400;\">. \u0639\u0644\u0627\u0648\u0629 \u0639\u0644\u0649 \u0630\u0644\u0643\u060c \u0627\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0634\u0647\u0627\u062f\u0629 \u0645\u0639\u062a\u0645\u062f\u0629 \u0645\u0646 <\/span><b>\u0627\u0644\u0645\u0624\u0633\u0633\u0629 \u0627\u0644\u0639\u0627\u0645\u0629 \u0644\u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u062a\u0642\u0646\u064a \u0648\u0627\u0644\u0645\u0647\u0646\u064a<\/b><span style=\"font-weight: 400;\"> \u064a\u0645\u0646\u062d \u0627\u0644\u0645\u062a\u062f\u0631\u0628 \u0645\u064a\u0632\u0629 \u062a\u0646\u0627\u0641\u0633\u064a\u0629 \u0643\u0628\u0631\u0649\u060c \u062d\u064a\u062b \u062a\u0639\u0643\u0633 \u0647\u0630\u0647 \u0627\u0644\u0634\u0647\u0627\u062f\u0627\u062a \u0627\u0644\u062a\u0632\u0627\u0645 \u062d\u0627\u0645\u0644\u0647\u0627 \u0628\u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u0644\u062c\u0648\u062f\u0629 \u0627\u0644\u0648\u0637\u0646\u064a\u0629\u060c \u0648\u062a\u0624\u0643\u062f \u0625\u062a\u0642\u0627\u0646\u0647 \u0644\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0645\u0637\u0644\u0648\u0628\u0629 \u0641\u064a \u0627\u0644\u0628\u064a\u0626\u0629 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a\u064a\u0629\u060c \u0648\u0642\u0637\u0627\u0639 <\/span><b>\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0627\u0644\u0633\u0639\u0648\u062f\u064a\u0629<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\n<h2 id=\"section-2\"><b>2. \u0627\u0644\u0645\u0624\u0633\u0633\u0629 \u0627\u0644\u0639\u0627\u0645\u0629 \u0644\u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u062a\u0642\u0646\u064a \u0648\u0627\u0644\u0645\u0647\u0646\u064a (TVTC): \u0627\u0644\u0645\u0631\u062c\u0639 \u0627\u0644\u0623\u0648\u0644 \u0644\u0644\u0627\u0639\u062a\u0645\u0627\u062f<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">\u062a\u0639\u062a\u0628\u0631 <\/span><b>\u0627\u0644\u0645\u0624\u0633\u0633\u0629 \u0627\u0644\u0639\u0627\u0645\u0629 \u0644\u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u062a\u0642\u0646\u064a \u0648\u0627\u0644\u0645\u0647\u0646\u064a<\/b><span style=\"font-weight: 400;\"> \u0627\u0644\u062c\u0647\u0629 \u0627\u0644\u062d\u0643\u0648\u0645\u064a\u0629 \u0627\u0644\u0631\u0627\u0626\u062f\u0629 \u0627\u0644\u0645\u0633\u0624\u0648\u0644\u0629 \u0639\u0646 \u062a\u0646\u0638\u064a\u0645 \u0648\u062a\u0637\u0648\u064a\u0631 \u0642\u0637\u0627\u0639 \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0641\u064a \u0627\u0644\u0645\u0645\u0644\u0643\u0629\u060c \u0648\u0642\u062f \u062a\u0623\u0633\u0633\u062a \u0639\u0627\u0645 1980 \u0648\u062a\u0634\u0631\u0641 \u0639\u0644\u0649 \u0645\u0626\u0627\u062a \u0627\u0644\u0645\u0639\u0627\u0647\u062f \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0641\u064a \u0645\u062e\u062a\u0644\u0641 \u0645\u0646\u0627\u0637\u0642 \u0627\u0644\u0645\u0645\u0644\u0643\u0629. \u0644\u0630\u0627 \u0639\u0646\u062f\u0645\u0627 \u062a\u0628\u062d\u062b \u0639\u0646 <\/span><b>\u0627\u0644\u0634\u0647\u0627\u062f\u0627\u062a \u0627\u0644\u0645\u0639\u062a\u0645\u062f\u0629 \u0641\u064a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0627\u0644\u0633\u0639\u0648\u062f\u064a\u0629<\/b><span style=\"font-weight: 400;\">\u060c \u0641\u0625\u0646 \u062e\u062a\u0645 \u0647\u0630\u0647 \u0627\u0644\u0645\u0624\u0633\u0633\u0629 \u064a\u0639\u062a\u0628\u0631 \u0645\u0639\u064a\u0627\u0631\u0627\u064b \u0623\u0633\u0627\u0633\u064a\u0627\u064b \u0644\u0644\u0645\u0648\u062b\u0648\u0642\u064a\u0629\u061b \u0644\u0636\u0645\u0627\u0646 \u0627\u0645\u062a\u0644\u0627\u0643\u0643 <\/span><b>\u0634\u0647\u0627\u062f\u0627\u062a \u0645\u0639\u062a\u0631\u0641 \u0628\u0647\u0627 \u0641\u064a \u0627\u0644\u0633\u0639\u0648\u062f\u064a\u0629<\/b><span style=\"font-weight: 400;\">. \u0644\u0644\u0645\u0632\u064a\u062f \u064a\u0645\u0643\u0646\u0643 \u0632\u064a\u0627\u0631\u0629 \u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0631\u0633\u0645\u064a \u0644\u0640 <\/span><a href=\"https:\/\/www.tvtc.gov.sa\/\" target=\"_blank\" rel=\"noopener\">TVTC<\/a><span style=\"font-weight: 400;\">.<\/span><\/p>\n<h3><b>\u0644\u0645\u0627\u0630\u0627 \u062a\u062e\u062a\u0627\u0631 \u0628\u0631\u0627\u0645\u062c \u0645\u0639\u062a\u0645\u062f\u0629 \u0645\u0646 TVTC\u061f<\/b><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0623\u0648\u0644\u0627\u064b\u060c \u0627\u0644\u0627\u0639\u062a\u0631\u0627\u0641 \u0627\u0644\u0631\u0633\u0645\u064a:<\/b><span style=\"font-weight: 400;\"> \u0627\u0644\u0634\u0647\u0627\u062f\u0627\u062a \u0627\u0644\u0635\u0627\u062f\u0631\u0629 \u062a\u062d\u062a \u0625\u0634\u0631\u0627\u0641 <\/span><b>\u0627\u0644\u0645\u0624\u0633\u0633\u0629 \u0627\u0644\u0639\u0627\u0645\u0629 \u0644\u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u062a\u0642\u0646\u064a \u0648\u0627\u0644\u0645\u0647\u0646\u064a<\/b><span style=\"font-weight: 400;\"> \u0645\u0639\u062a\u0631\u0641 \u0628\u0647\u0627 \u0641\u064a \u062c\u0645\u064a\u0639 \u0627\u0644\u0642\u0637\u0627\u0639\u0627\u062a \u0627\u0644\u062d\u0643\u0648\u0645\u064a\u0629 \u0648\u0627\u0644\u062e\u0627\u0635\u0629.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u062b\u0627\u0646\u064a\u0627\u064b\u060c \u062c\u0648\u062f\u0629 \u0627\u0644\u0645\u0646\u0627\u0647\u062c:<\/b><span style=\"font-weight: 400;\"> \u062a\u062e\u0636\u0639 \u0627\u0644\u062d\u0642\u0627\u0626\u0628 \u0627\u0644\u062a\u062f\u0631\u064a\u0628\u064a\u0629 \u0644\u0631\u0642\u0627\u0628\u0629 \u0635\u0627\u0631\u0645\u0629 \u0644\u0636\u0645\u0627\u0646 \u062d\u062f\u0627\u062b\u0629 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a\u060c \u0648\u0645\u0646\u0627\u0633\u0628\u062a\u0647\u0627 \u0644\u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0633\u0648\u0642 <\/span><b>\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0627\u0644\u0633\u0639\u0648\u062f\u064a\u0629<\/b><span style=\"font-weight: 400;\">.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u062b\u0627\u0644\u062b\u0627\u064b\u060c \u0627\u0644\u0645\u0635\u062f\u0627\u0642\u064a\u0629 \u0627\u0644\u062a\u0642\u0646\u064a\u0629:<\/b><span style=\"font-weight: 400;\"> \u062a\u0636\u0645\u0646 \u0627\u0644\u0645\u0624\u0633\u0633\u0629 \u0623\u0646 \u0645\u0631\u0627\u0643\u0632 \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u062a\u0648\u0641\u0631 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0644\u0627\u0632\u0645\u0629\u060c \u0648\u0641\u0642 \u0623\u0641\u0636\u0644 \u0627\u0644\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0627\u0644\u062f\u0648\u0644\u064a\u0629.<\/span><\/li>\n<\/ul>\n<h2 id=\"section-3\"><b>3. \u0645\u0646\u0635\u0629 \u0645\u0646\u0627\u0631: \u0628\u0648\u0627\u0628\u0629 \u0627\u0644\u062a\u0648\u062b\u064a\u0642 \u0648\u0627\u0644\u062a\u062d\u0642\u0642 \u0627\u0644\u0631\u0642\u0645\u064a<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">\u062a\u0639\u062f <\/span><b>\u0645\u0646\u0635\u0629 \u0645\u0646\u0627\u0631<\/b><span style=\"font-weight: 400;\"> \u0627\u0644\u0630\u0631\u0627\u0639 \u0627\u0644\u0631\u0642\u0645\u064a \u0627\u0644\u062a\u0627\u0628\u0639 \u0644\u0644\u0645\u0624\u0633\u0633\u0629 \u0627\u0644\u0639\u0627\u0645\u0629 \u0644\u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u062a\u0642\u0646\u064a \u0648\u0627\u0644\u0645\u0647\u0646\u064a\u060c \u0648\u0647\u064a \u0627\u0644\u0645\u0646\u0635\u0629 \u0627\u0644\u0645\u0631\u0643\u0632\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u0648\u062b\u0642 \u062c\u0645\u064a\u0639 \u0627\u0644\u062f\u0648\u0631\u0627\u062a \u0627\u0644\u062a\u062f\u0631\u064a\u0628\u064a\u0629 \u0627\u0644\u0645\u0639\u062a\u0645\u062f\u0629 \u0641\u064a \u0627\u0644\u0645\u0645\u0644\u0643\u0629\u060c \u0648\u0627\u0644\u062a\u064a \u062a\u0645\u0646\u062d <\/span><b>\u0627\u0644\u0634\u0647\u0627\u062f\u0627\u062a \u0627\u0644\u0645\u0639\u062a\u0645\u062f\u0629 \u0641\u064a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\n<table>\n<tbody>\n<tr>\n<td><span style=\"font-size: 18px;\"><b>\u0627\u0644\u0645\u064a\u0632\u0629 \u0641\u064a \u0645\u0646\u0635\u0629 \u0645\u0646\u0627\u0631<\/b><\/span><\/td>\n<td><span style=\"font-size: 18px;\"><b>\u0627\u0644\u0641\u0627\u0626\u062f\u0629 \u0644\u0644\u0645\u062a\u062f\u0631\u0628 \u0641\u064a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/b><\/span><\/td>\n<\/tr>\n<tr>\n<td>\u0631\u0642\u0645 \u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0627\u0644\u0631\u0633\u0645\u064a<\/td>\n<td><span style=\"font-weight: 400;\">\u064a\u0636\u0645\u0646 \u0623\u0646 \u0627\u0644\u062f\u0648\u0631\u0629 \u0645\u0639\u062a\u0645\u062f\u0629 \u0645\u0646 <\/span>\u0627\u0644\u0645\u0624\u0633\u0633\u0629 \u0627\u0644\u0639\u0627\u0645\u0629 \u0644\u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u062a\u0642\u0646\u064a \u0648\u0627\u0644\u0645\u0647\u0646\u064a<span style=\"font-weight: 400;\">.<\/span><\/td>\n<\/tr>\n<tr>\n<td>\u0627\u0644\u0631\u0628\u0637 \u0645\u0639 \u062c\u062f\u0627\u0631\u0629\/\u0645\u0633\u0627\u0631<\/td>\n<td><span style=\"font-weight: 400;\">\u062a\u0638\u0647\u0631 \u0627\u0644\u0634\u0647\u0627\u062f\u0629 \u062a\u0644\u0642\u0627\u0626\u064a\u0627\u064b \u0641\u064a \u0627\u0644\u0633\u062c\u0644 \u0627\u0644\u0648\u0637\u0646\u064a \u0644\u0644\u062a\u0648\u0638\u064a\u0641.<\/span><\/td>\n<\/tr>\n<tr>\n<td>\u0627\u0644\u062a\u062d\u0642\u0642 \u0627\u0644\u0631\u0642\u0645\u064a (QR)<\/td>\n<td><span style=\"font-weight: 400;\">\u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u062a\u0623\u0643\u062f \u0645\u0646 \u0635\u062d\u0629 \u0627\u0644\u0634\u0647\u0627\u062f\u0629 \u0645\u0646 \u0642\u0628\u0644 \u0623\u0635\u062d\u0627\u0628 \u0627\u0644\u0639\u0645\u0644.<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2 id=\"section-4\"><b>4. \u0627\u0644\u0645\u062d\u0648\u0631 \u0627\u0644\u062a\u0642\u0646\u064a \u0627\u0644\u0623\u0648\u0644: \u0627\u062d\u062a\u0631\u0627\u0641 \u0627\u0644\u0640 Excel \u0627\u0644\u0645\u062a\u0642\u062f\u0645 \u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">\u0641\u064a \u0633\u064a\u0627\u0642 \u0627\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 <\/span><b>\u0627\u0644\u0634\u0647\u0627\u062f\u0627\u062a \u0627\u0644\u0645\u0639\u062a\u0645\u062f\u0629 \u0641\u064a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/b><span style=\"font-weight: 400;\">\u060c \u064a\u0639\u062a\u0628\u0631 \u0627\u0644\u0625\u0643\u0633\u0644 \u0627\u0644\u0645\u062a\u0642\u062f\u0645 (Advanced Excel) \u0631\u0643\u064a\u0632\u0629 \u0623\u0633\u0627\u0633\u064a\u0629 \u0644\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0642\u0637\u0627\u0639 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0627\u0644\u0633\u0639\u0648\u062f\u064a. \u0641\u0647\u0648 \u0627\u0644\u0623\u062f\u0627\u0629 \u0627\u0644\u0623\u0648\u0644\u0649 \u0627\u0644\u062a\u064a \u064a\u0637\u0644\u0628\u0647\u0627 \u0623\u0643\u062b\u0631 \u0645\u0646 70% \u0645\u0646 \u0627\u0644\u0648\u0638\u0627\u0626\u0641 \u0627\u0644\u0625\u062f\u0627\u0631\u064a\u0629 \u0641\u064a \u0627\u0644\u0645\u0645\u0644\u0643\u0629.<\/span><\/p>\n<h3><b>\u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0627\u0644\u0645\u0637\u0644\u0648\u0628\u0629:<\/b><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0636\u062e\u0645\u0629 (Data Wrangling):<\/b><span style=\"font-weight: 400;\"> \u0627\u0633\u062a\u062e\u062f\u0627\u0645 <\/span><b>Power Query<\/b><span style=\"font-weight: 400;\"> \u0644\u0627\u0633\u062a\u064a\u0631\u0627\u062f \u0648\u062a\u0646\u0638\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0645\u0635\u0627\u062f\u0631 \u0645\u062a\u0646\u0648\u0639\u0629.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0627\u0644\u062f\u0648\u0627\u0644 \u0627\u0644\u0645\u0646\u0637\u0642\u064a\u0629 \u0648\u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a\u0629:<\/b><span style=\"font-weight: 400;\"> \u0625\u062a\u0642\u0627\u0646 \u062f\u0648\u0627\u0644 \u0645\u062b\u0644 (VLOOKUP, INDEX-MATCH, XLOOKUP) \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u0648\u0631\u064a\u0627\u064b.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0628\u0646\u0627\u0621 \u0644\u0648\u062d\u0627\u062a \u0627\u0644\u0642\u064a\u0627\u062f\u0629 (Dashboards):<\/b><span style=\"font-weight: 400;\"> \u062a\u0648\u0638\u064a\u0641 <\/span><b>Pivot Tables<\/b><span style=\"font-weight: 400;\"> \u0648 <\/span><b>Pivot Charts<\/b><span style=\"font-weight: 400;\"> \u0644\u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062e\u0627\u0645 \u0625\u0644\u0649 \u062a\u0642\u0627\u0631\u064a\u0631 \u062a\u0641\u0627\u0639\u0644\u064a\u0629.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0645\u0627\u0644\u064a\u0629:<\/b><span style=\"font-weight: 400;\"> \u0627\u0633\u062a\u062e\u062f\u0627\u0645 &#8220;What-If Analysis&#8221; \u0644\u062f\u0639\u0645 \u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631 \u0641\u064a \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0627\u0644\u0633\u0639\u0648\u062f\u064a\u0629.<\/span><\/li>\n<\/ul>\n<h2 id=\"section-5\"><b>5. \u0627\u0644\u0645\u062d\u0648\u0631 \u0627\u0644\u062a\u0642\u0646\u064a \u0627\u0644\u062b\u0627\u0646\u064a: \u0644\u063a\u0629 SQL \u0648\u0625\u062f\u0627\u0631\u0629 \u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">\u062a\u0639\u062a\u0628\u0631 \u0644\u063a\u0629 SQL \u062c\u0632\u0621\u0627\u064b \u0644\u0627 \u064a\u062a\u062c\u0632\u0623 \u0645\u0646 \u0628\u0631\u0627\u0645\u062c \u0627\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 <\/span><b>\u0634\u0647\u0627\u062f\u0627\u062a \u0645\u0639\u062a\u0631\u0641 \u0628\u0647\u0627 \u0641\u064a \u0627\u0644\u0633\u0639\u0648\u062f\u064a\u0629<\/b><span style=\"font-weight: 400;\">\u060c \u062e\u0627\u0635\u0629 \u0644\u0644\u0639\u0645\u0644 \u0641\u064a \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0643\u0628\u0631\u0649 \u0648\u0627\u0644\u062c\u0647\u0627\u062a \u0627\u0644\u062d\u0643\u0648\u0645\u064a\u0629 \u0645\u062b\u0644 \u0623\u0631\u0627\u0645\u0643\u0648\u060c \u0633\u0627\u0628\u0643\u060c \u0648\u0627\u0644\u0628\u0646\u0648\u0643 \u0627\u0644\u0633\u0639\u0648\u062f\u064a\u0629.<\/span><\/p>\n<h3><b>\u0627\u0644\u0645\u062a\u0637\u0644\u0628\u0627\u062a \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0641\u064a \u0645\u0633\u0627\u0631 \u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a:<\/b><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0627\u062d\u062a\u0631\u0627\u0641\u064a:<\/b><span style=\"font-weight: 400;\"> \u0635\u064a\u0627\u063a\u0629 \u0627\u0633\u062a\u0639\u0644\u0627\u0645\u0627\u062a (Queries) \u0645\u0639\u0642\u062f\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 JOINs \u0648 Subqueries.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u062a\u0646\u0642\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0647\u064a\u0643\u0644\u062a\u0647\u0627:<\/b><span style=\"font-weight: 400;\"> \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0645\u0641\u0642\u0648\u062f\u0629 \u0648\u0625\u0632\u0627\u0644\u0629 \u0627\u0644\u062a\u0643\u0631\u0627\u0631\u0627\u062a \u0644\u0636\u0645\u0627\u0646 \u062c\u0648\u062f\u0629 \u0627\u0644\u0645\u062e\u0631\u062c\u0627\u062a \u0641\u064a <\/span><b>Data Analysis Program<\/b><span style=\"font-weight: 400;\">.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0639\u0644\u0627\u0642\u0627\u062a:<\/b><span style=\"font-weight: 400;\"> \u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0642\u0648\u0627\u0639\u062f \u0644\u0636\u0645\u0627\u0646 \u0633\u0631\u0639\u0629 \u0627\u0644\u0648\u0635\u0648\u0644 \u0644\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0636\u062e\u0645\u0629 (Optimized Queries).<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0623\u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a:<\/b><span style=\"font-weight: 400;\"> \u0627\u0644\u0627\u0644\u062a\u0632\u0627\u0645 \u0628\u062e\u0635\u0648\u0635\u064a\u0629 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0648\u0641\u0642 \u0636\u0648\u0627\u0628\u0637 <\/span><b>\u0633\u062f\u0627\u064a\u0627 (SDAIA)<\/b><span style=\"font-weight: 400;\"> \u0627\u0644\u0648\u0637\u0646\u064a\u0629.<\/span><\/li>\n<\/ul>\n<h2 id=\"section-6\"><b>6. \u0627\u0644\u0645\u062d\u0648\u0631 \u0627\u0644\u062a\u0642\u0646\u064a \u0627\u0644\u062b\u0627\u0644\u062b: \u0630\u0643\u0627\u0621 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0648\u0639\u0631\u0636 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a (Power BI &amp; Tableau)<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">\u0628\u0639\u062f \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u062a\u0628\u0631\u0632 \u0645\u0647\u0627\u0631\u0629 \u0639\u0631\u0636\u0647\u0627 \u0628\u0641\u0639\u0627\u0644\u064a\u0629\u060c \u0648\u0647\u064a \u0645\u0647\u0627\u0631\u0629 \u0645\u0647\u0645\u0629 \u0644\u062f\u0649 \u0627\u0644\u062d\u0627\u0635\u0644\u064a\u0646 \u0639\u0644\u0649 <\/span><b>\u0627\u0644\u0634\u0647\u0627\u062f\u0627\u062a \u0627\u0644\u0645\u0639\u062a\u0645\u062f\u0629 \u0641\u064a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/b><span style=\"font-weight: 400;\">. \u0646\u062a\u064a\u062c\u0629 \u0644\u0630\u0644\u0643\u060c \u0623\u0635\u0628\u062d\u062a \u0623\u062f\u0648\u0627\u062a \u0645\u062b\u0644 Power BI \u0648 Tableau \u0645\u0646 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0623\u0643\u062b\u0631 \u0637\u0644\u0628\u0627\u064b \u0641\u064a \u0633\u0648\u0642 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0633\u0639\u0648\u062f\u064a.<\/span><\/p>\n<h3><b>\u0623\u062f\u0648\u0627\u062a \u0630\u0643\u0627\u0621 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 (BI Tools):<\/b><\/h3>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0627\u0644\u0631\u0628\u0637 \u0627\u0644\u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a:<\/b><span style=\"font-weight: 400;\"> \u062a\u062d\u062f\u064a\u062b \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0644\u062d\u0638\u064a\u0627\u064b \u0645\u0646 \u0645\u0635\u0627\u062f\u0631 \u0628\u064a\u0627\u0646\u0627\u062a \u062d\u064a\u0629.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0627\u0644\u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u0628\u0635\u0631\u064a:<\/b><span style=\"font-weight: 400;\"> \u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0631\u0633\u0648\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u064a\u0629 \u0627\u0644\u0623\u0646\u0633\u0628 (\u0645\u062b\u0644 Maps, Gauge) \u0644\u062a\u0628\u0633\u064a\u0637 \u0627\u0644\u0646\u062a\u0627\u0626\u062c.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0632\u0645\u0646\u064a\u0629:<\/b><span style=\"font-weight: 400;\"> \u062a\u062a\u0628\u0639 \u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u0646\u0645\u0648\u060c \u0648\u0645\u0642\u0627\u0631\u0646\u0629 \u0627\u0644\u0645\u0646\u062c\u0632\u0627\u062a \u0628\u0627\u0644\u0623\u0647\u062f\u0627\u0641 \u0627\u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a\u0629:<\/b><span style=\"font-weight: 400;\"> \u062a\u0645\u0643\u064a\u0646 \u0645\u062a\u062e\u0630 \u0627\u0644\u0642\u0631\u0627\u0631 \u0645\u0646 \u0639\u0645\u0644 &#8220;Drill-down&#8221; \u0644\u0644\u0648\u0635\u0648\u0644 \u0644\u0623\u0635\u0644 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0629 \u0628\u0633\u0644\u0627\u0633\u0629.<\/span><\/li>\n<\/ol>\n<h2 id=\"section-7\"><b>7. \u0627\u0644\u0623\u0633\u0626\u0644\u0629 \u0627\u0644\u0634\u0627\u0626\u0639\u0629 \u062d\u0648\u0644 \u0627\u0644\u0634\u0647\u0627\u062f\u0627\u062a \u0627\u0644\u0645\u0639\u062a\u0645\u062f\u0629 \u0641\u064a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a:<\/b><\/h2>\n<p><b>\u06331: \u0647\u0644 \u0634\u0647\u0627\u062f\u0627\u062a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0645\u0646\u0635\u0629 \u0645\u0646\u0627\u0631 \u0645\u0639\u062a\u0631\u0641 \u0628\u0647\u0627 \u062d\u0643\u0648\u0645\u064a\u0627\u064b\u061f<\/b><\/p>\n<p><span style=\"font-weight: 400;\">\u0646\u0639\u0645\u060c \u062c\u0645\u064a\u0639 \u0627\u0644\u0634\u0647\u0627\u062f\u0627\u062a \u0627\u0644\u0635\u0627\u062f\u0631\u0629 \u0639\u0628\u0631 <\/span><b>\u0645\u0646\u0635\u0629 \u0645\u0646\u0627\u0631<\/b><span style=\"font-weight: 400;\"> \u062a\u0643\u0648\u0646 \u0645\u0639\u062a\u0645\u062f\u0629 \u0645\u0646 <\/span><b>\u0627\u0644\u0645\u0624\u0633\u0633\u0629 \u0627\u0644\u0639\u0627\u0645\u0629 \u0644\u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u062a\u0642\u0646\u064a \u0648\u0627\u0644\u0645\u0647\u0646\u064a<\/b><span style=\"font-weight: 400;\">\u060c \u0648\u062a\u0639\u062a\u0628\u0631 <\/span><b>\u0634\u0647\u0627\u062f\u0627\u062a \u0645\u0639\u062a\u0631\u0641 \u0628\u0647\u0627 \u0641\u064a \u0627\u0644\u0633\u0639\u0648\u062f\u064a\u0629<\/b><span style=\"font-weight: 400;\"> \u0648\u062a\u0638\u0647\u0631 \u0641\u064a \u0633\u062c\u0644\u0627\u062a \u0627\u0644\u062a\u0648\u0638\u064a\u0641 \u0627\u0644\u0631\u0633\u0645\u064a\u0629.<\/span><\/p>\n<p><b>\u06332: \u0645\u0627 \u0647\u064a \u0627\u0644\u062c\u0647\u0629 \u0627\u0644\u0645\u0633\u0624\u0648\u0644\u0629 \u0639\u0646 \u0627\u0639\u062a\u0645\u0627\u062f \u062f\u0648\u0631\u0627\u062a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0627\u0644\u0633\u0639\u0648\u062f\u064a\u0629\u061f<\/b><\/p>\n<p><span style=\"font-weight: 400;\">\u0627\u0644\u062c\u0647\u0629 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0647\u064a <\/span><b>\u0627\u0644\u0645\u0624\u0633\u0633\u0629 \u0627\u0644\u0639\u0627\u0645\u0629 \u0644\u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u062a\u0642\u0646\u064a \u0648\u0627\u0644\u0645\u0647\u0646\u064a<\/b><span style=\"font-weight: 400;\"> (TVTC)\u060c \u0648\u062a\u062a\u0645 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0648\u062b\u064a\u0642 \u0648\u0627\u0644\u0627\u0633\u062a\u0639\u0644\u0627\u0645 \u0639\u0628\u0631 <\/span><b>\u0645\u0646\u0635\u0629 \u0645\u0646\u0627\u0631<\/b><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p><b>\u06333: \u0645\u0627 \u0647\u064a \u0623\u0647\u0645 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062a\u0642\u0646\u064a\u0629 \u0641\u064a \u0645\u0633\u0627\u0631 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0639\u062a\u0645\u062f\u061f<\/b><\/p>\n<p><span style=\"font-weight: 400;\">\u0627\u0644\u0645\u0633\u0627\u0631 \u0627\u0644\u0645\u0639\u062a\u0645\u062f \u064a\u0631\u0643\u0632 \u0639\u0644\u0649 \u062b\u0644\u0627\u062b \u0623\u062f\u0648\u0627\u062a \u0631\u0626\u064a\u0633\u064a\u0629 \u0639\u0627\u062f\u0629\u064b:<\/span><\/p>\n<ol>\n<li><b>Excel \u0627\u0644\u0645\u062a\u0642\u062f\u0645<\/b><\/li>\n<li><span style=\"font-weight: 400;\">\u0644\u063a\u0629 <\/span><b>SQL<\/b><span style=\"font-weight: 400;\"> \u0644\u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/span><\/li>\n<li><span style=\"font-weight: 400;\">\u0648\u0623\u062f\u0648\u0627\u062a \u0630\u0643\u0627\u0621 \u0627\u0644\u0623\u0639\u0645\u0627\u0644 \u0645\u062b\u0644 <\/span><b>Power BI<\/b><span style=\"font-weight: 400;\">.<\/span><\/li>\n<\/ol>\n<p><b>\u06334: \u0643\u0645 \u062a\u0633\u062a\u063a\u0631\u0642 \u0645\u062f\u0629 \u0627\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0627\u0644\u0634\u0647\u0627\u062f\u0627\u062a \u0627\u0644\u0645\u0639\u062a\u0645\u062f\u0629 \u0641\u064a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u061f<\/b><\/p>\n<p><span style=\"font-weight: 400;\">\u0639\u0627\u062f\u0629\u064b \u062a\u062a\u0631\u0627\u0648\u062d \u0645\u062f\u0629 \u0627\u0644\u0628\u0631\u0627\u0645\u062c \u0627\u0644\u0645\u0639\u062a\u0645\u062f\u0629 \u0628\u064a\u0646 3 \u0625\u0644\u0649 6 \u0623\u0634\u0647\u0631 \u062d\u0633\u0628 \u0643\u062b\u0627\u0641\u0629 \u0627\u0644\u062f\u0648\u0631\u0629 \u0648\u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0645\u062a\u062f\u0631\u0628\u060c \u0648\u064a\u0645\u0643\u0646 \u0625\u0643\u0645\u0627\u0644\u0647\u0627 \u0628\u0634\u0643\u0644 \u0645\u062a\u0648\u0627\u0632\u064d \u0645\u0639 \u0627\u0644\u0639\u0645\u0644.<\/span><\/p>\n<h2 id=\"section-8\"><b>8. \u062e\u0627\u0631\u0637\u0629 \u0627\u0644\u0637\u0631\u064a\u0642 \u0644\u0644\u0646\u062c\u0627\u062d \u0627\u0644\u0645\u0647\u0646\u064a<\/b><\/h2>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0623\u0648\u0644\u0627\u064b: <\/b><span style=\"font-weight: 400;\">\u0625\u062a\u0642\u0627\u0646 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 (Excel \u0627\u0644\u0645\u062a\u0642\u062f\u0645).<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u062b\u0627\u0646\u064a\u0627\u064b: <\/b><span style=\"font-weight: 400;\">\u0627\u0644\u062a\u0633\u062c\u064a\u0644 \u0641\u064a \u062f\u0648\u0631\u0629 \u0645\u0631\u062e\u0635\u0629 \u0645\u0646 <\/span><b>\u0627\u0644\u0645\u0624\u0633\u0633\u0629 \u0627\u0644\u0639\u0627\u0645\u0629 \u0644\u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u062a\u0642\u0646\u064a \u0648\u0627\u0644\u0645\u0647\u0646\u064a<\/b><span style=\"font-weight: 400;\">.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u062b\u0627\u0644\u062b\u0627\u064b: <\/b><span style=\"font-weight: 400;\">\u0627\u0644\u062a\u0648\u062b\u064a\u0642 \u0639\u0628\u0631 <\/span><b>\u0645\u0646\u0635\u0629 \u0645\u0646\u0627\u0631<\/b><span style=\"font-weight: 400;\"> \u0644\u0636\u0645\u0627\u0646 \u0638\u0647\u0648\u0631 \u0627\u0644\u0634\u0647\u0627\u062f\u0629 \u0641\u064a \u0627\u0644\u0633\u062c\u0644 \u0627\u0644\u0648\u0637\u0646\u064a.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0631\u0627\u0628\u0639\u0627\u064b: <\/b><span style=\"font-weight: 400;\">\u0628\u0646\u0627\u0621 \u0645\u0639\u0631\u0636 \u0623\u0639\u0645\u0627\u0644 (Portfolio) \u064a\u0639\u0643\u0633 \u062c\u062f\u0627\u0631\u0629 \u062d\u0635\u0648\u0644\u0643 \u0639\u0644\u0649 <\/span><b>\u0627\u0644\u0634\u0647\u0627\u062f\u0627\u062a \u0627\u0644\u0645\u0639\u062a\u0645\u062f\u0629 \u0641\u064a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/b><span style=\"font-weight: 400;\">.<\/span><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">\u0648\u0628\u0625\u0645\u0643\u0627\u0646\u0643 \u0625\u064a\u062c\u0627\u062f \u0643\u0644 \u0647\u0630\u0627 \u0648\u0623\u0643\u062b\u0631\u060c \u0641\u064a <a href=\"https:\/\/tharaaedu.com\/en\/courses\/data-analysis-and-business-intelligence-bootcamp\/\" target=\"_blank\" rel=\"noopener\">\u0645\u0639\u0633\u0643\u0631 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0630\u0643\u0627\u0621 \u0627\u0644\u0623\u0639\u0645\u0627\u0644<\/a> \u0627\u0644\u0630\u064a \u0646\u0642\u062f\u0645\u0647 \u0641\u064a \u062b\u0631\u0627\u0621 \u0644\u0644\u062a\u062f\u0631\u064a\u0628. \u0639\u0644\u0627\u0648\u0629 \u0639\u0644\u0649 \u0630\u0644\u0643\u060c \u0633\u062a\u062d\u0635\u0644 \u0639\u0644\u0649 \u0641\u062a\u0631\u0629 \u062a\u0623\u0647\u064a\u0644\u064a\u0629 \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0634\u0647\u0627\u062f\u0629 \u0645\u0647\u0646\u064a\u0629 \u0627\u062d\u062a\u0631\u0627\u0641\u064a\u0629 (\u0639\u0627\u0644\u0645\u064a\u0629) \u0645\u0646 <a href=\"https:\/\/learn.microsoft.com\/en-us\/credentials\/certifications\/data-analyst-associate\/?practice-assessment-type=certification\" target=\"_blank\" rel=\"noopener\">\u0645\u0627\u064a\u0643\u0631\u0648\u0633\u0648\u0641\u062a<\/a> &#8220;\u0634\u0647\u0627\u062f\u0629 PL-300&#8243;\u060c \u0648\u0647\u064a \u0648\u0627\u062d\u062f\u0629 \u0645\u0646 \u0623\u0647\u0645 \u0627\u0644\u0634\u0647\u0627\u062f\u0627\u062a \u0627\u0644\u0645\u0637\u0644\u0648\u0628\u0629 \u0639\u0627\u062f\u0629\u064b \u0641\u064a <a href=\"https:\/\/tharaaedu.com\/en\/applying-ai-in-businesses\/\" target=\"_blank\" rel=\"noopener\">market<\/a> \u0627\u0644\u0633\u0639\u0648\u062f\u064a\u060c \u0644\u0644\u062a\u0648\u0638\u064a\u0641 \u0623\u0648 \u0627\u0644\u062a\u0631\u0642\u064a\u0629 \u0641\u064a \u0645\u062c\u0627\u0644 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u062e\u0635\u0645 \u062e\u0627\u0635 \u0644\u062c\u0645\u064a\u0639 \u0645\u062a\u062f\u0631\u0628\u064a\u0646\u0627\u060c \u0639\u0644\u0649 \u0633\u0639\u0631 \u0623\u062f\u0627\u0621 \u0627\u0644\u0627\u0645\u062a\u062d\u0627\u0646 \u0646\u0641\u0633\u0647 \u0645\u0646 \u0645\u0627\u064a\u0643\u0631\u0648\u0633\u0648\u0641\u062a.<\/span><\/p>\n<h2 id=\"section-9\"><b>9. \u0627\u0644\u062e\u0627\u062a\u0645\u0629<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">\u0641\u064a \u0627\u0644\u062e\u062a\u0627\u0645\u060c \u0627\u0644\u0627\u0633\u062a\u062b\u0645\u0627\u0631 \u0641\u064a \u062a\u0639\u0644\u0645 <\/span><b>\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0627\u0644\u0633\u0639\u0648\u062f\u064a\u0629<\/b><span style=\"font-weight: 400;\"> \u0647\u0648 \u0627\u0633\u062a\u062b\u0645\u0627\u0631 \u0645\u0636\u0645\u0648\u0646 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0628\u0625\u0630\u0646 \u0627\u0644\u0644\u0647 \u062a\u0639\u0627\u0644\u0649\u060c \u062d\u064a\u062b \u0623\u0646 \u062d\u0635\u0648\u0644\u0643 \u0639\u0644\u0649 <\/span><b>\u0634\u0647\u0627\u062f\u0627\u062a \u0645\u0639\u062a\u0631\u0641 \u0628\u0647\u0627 \u0641\u064a \u0627\u0644\u0633\u0639\u0648\u062f\u064a\u0629<\/b><span style=\"font-weight: 400;\"> \u0648\u0645\u0639\u062a\u0645\u062f\u0629 \u0645\u0646 TVTC \u062a\u0641\u062a\u062d \u0644\u0646\u0641\u0633\u0643 \u0622\u0641\u0627\u0642\u0627\u064b \u0648\u0638\u064a\u0641\u064a\u0629 \u0631\u062d\u0628\u0629 \u062a\u0648\u0627\u0643\u0628 \u0631\u0624\u064a\u0629 2030. \u0644\u0630\u0627 <a href=\"https:\/\/tharaaedu.com\/en\/courses\/\" target=\"_blank\" 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