{"id":19086,"date":"2026-03-04T09:08:21","date_gmt":"2026-03-04T09:08:21","guid":{"rendered":"https:\/\/iltc.edu.sa\/?p=19086"},"modified":"2026-03-04T09:07:50","modified_gmt":"2026-03-04T09:07:50","slug":"blog-data-analysis-3","status":"publish","type":"post","link":"https:\/\/iltc.edu.sa\/ar\/blog-data-analysis-3\/","title":{"rendered":"\u0644\u0645\u0627\u0630\u0627 \u0623\u0635\u0628\u062d \u062a\u062e\u0635\u0635 Data Analysis \u0645\u0646 \u0623\u0643\u062b\u0631 \u0627\u0644\u062a\u062e\u0635\u0635\u0627\u062a \u0637\u0644\u0628\u064b\u0627 \u0641\u064a \u0633\u0648\u0642 \u0627\u0644\u0639\u0645\u0644\u061f"},"content":{"rendered":"<h1><b>\u0644\u0645\u0627\u0630\u0627 \u0623\u0635\u0628\u062d \u062a\u062e\u0635\u0635 Data Analysis \u0645\u0646 \u0623\u0643\u062b\u0631 \u0627\u0644\u062a\u062e\u0635\u0635\u0627\u062a \u0637\u0644\u0628\u064b\u0627 \u0641\u064a \u0633\u0648\u0642 \u0627\u0644\u0639\u0645\u0644\u061f<\/b><\/h1>\n<p>&nbsp;<\/p>\n<h2><b>\u0645\u0627 \u0647\u0648 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u061f<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0647\u0648 \u0639\u0645\u0644\u064a\u0629 \u062c\u0645\u0639 \u0648\u062a\u0646\u0638\u064a\u0645 \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0647\u062f\u0641 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0645\u0641\u064a\u062f\u0629 \u062a\u0633\u0627\u0639\u062f \u0641\u064a:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0632\u064a\u0627\u062f\u0629 \u0627\u0644\u0623\u0631\u0628\u0627\u062d<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u0627\u062a\u062c\u0627\u0647\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062f\u0639\u0645 \u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631<\/span><span style=\"font-weight: 400;\">\n<p><\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u0627\u0644\u0645\u062d\u0644\u0644 \u0644\u0627 \u064a\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0623\u0631\u0642\u0627\u0645 \u0641\u0642\u0637\u060c \u0628\u0644 \u064a\u062d\u0648\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0625\u0644\u0649 \u0631\u0624\u0649 \u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629.<\/span><\/p>\n<h2><b>\u0644\u0645\u0627\u0630\u0627 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0637\u0644\u0648\u0628 \u0641\u064a \u0627\u0644\u0633\u0639\u0648\u062f\u064a\u0629\u061f<\/b><\/h2>\n<h3><b>1\ufe0f\u20e3 \u0627\u0644\u062a\u062d\u0648\u0644 \u0627\u0644\u0631\u0642\u0645\u064a<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0627\u0644\u062d\u0643\u0648\u0645\u064a\u0629 \u0648\u0627\u0644\u062e\u0627\u0635\u0629 \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0623\u062f\u0627\u0621<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u062e\u062f\u0645\u0627\u062a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u062d\u0633\u064a\u0646 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621<\/span><span style=\"font-weight: 400;\">\n<p><\/span><\/li>\n<\/ul>\n<h3><b>2\ufe0f\u20e3 \u062a\u0646\u0648\u0639 \u0627\u0644\u0642\u0637\u0627\u0639\u0627\u062a<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0637\u0644\u0648\u0628 \u0641\u064a:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0628\u0646\u0648\u0643 \u0648\u0627\u0644\u0642\u0637\u0627\u0639 \u0627\u0644\u0645\u0627\u0644\u064a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0627\u062a\u0635\u0627\u0644\u0627\u062a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u062a\u062c\u0627\u0631\u0629 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0642\u0637\u0627\u0639 \u0627\u0644\u0635\u062d\u064a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0637\u0627\u0642\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0647\u0646\u062f\u0633\u064a\u0629<\/span><span style=\"font-weight: 400;\">\n<p><\/span><\/li>\n<\/ul>\n<h3><b>3\ufe0f\u20e3 \u0631\u0648\u0627\u062a\u0628 \u062a\u0646\u0627\u0641\u0633\u064a\u0629<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\u062a\u062e\u0635\u0635 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u064a\u064f\u0639\u062f \u0645\u0646 \u0627\u0644\u0645\u062c\u0627\u0644\u0627\u062a \u0630\u0627\u062a \u0627\u0644\u0631\u0648\u0627\u062a\u0628 \u0627\u0644\u0645\u0631\u062a\u0641\u0639\u0629 \u0646\u0633\u0628\u064a\u064b\u0627\u060c \u062e\u0627\u0635\u0629 \u0644\u0645\u0646 \u064a\u0645\u062a\u0644\u0643 \u0645\u0647\u0627\u0631\u0627\u062a \u062a\u0642\u0646\u064a\u0629 \u0642\u0648\u064a\u0629.<\/span><\/p>\n<h2><b>\u0645\u0627\u0630\u0627 \u0633\u062a\u062a\u0639\u0644\u0645 \u0641\u064a \u062f\u0648\u0631\u0629 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u061f<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">\u062f\u0648\u0631\u0629 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0627\u062d\u062a\u0631\u0627\u0641\u064a\u0629 \u062a\u063a\u0637\u064a \u0623\u0647\u0645 \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0648\u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0637\u0644\u0648\u0628\u0629 \u0641\u064a \u0633\u0648\u0642 \u0627\u0644\u0639\u0645\u0644\u060c \u0645\u062b\u0644:<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u2714\ufe0f \u0623\u0633\u0627\u0633\u064a\u0627\u062a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\"> \u2714\ufe0f Excel \u0627\u0644\u0645\u062a\u0642\u062f\u0645<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\"> \u2714\ufe0f Power BI \u0644\u0625\u0646\u0634\u0627\u0621 \u0644\u0648\u062d\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a\u0629<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\"> \u2714\ufe0f \u0623\u0633\u0627\u0633\u064a\u0627\u062a SQL<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\"> \u2714\ufe0f \u0645\u0628\u0627\u062f\u0626 \u0627\u0644\u0625\u062d\u0635\u0627\u0621 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u064a<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\"> \u2714\ufe0f Python \u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\"> \u2714\ufe0f \u062a\u0646\u0638\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0645\u0639\u0627\u0644\u062c\u062a\u0647\u0627<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\"> \u2714\ufe0f \u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631 \u0627\u0644\u0627\u062d\u062a\u0631\u0627\u0641\u064a\u0629<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0643\u0645\u0627 \u064a\u062a\u0645 \u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0639\u0644\u0649 \u0645\u0634\u0627\u0631\u064a\u0639 \u0639\u0645\u0644\u064a\u0629 \u062a\u062d\u0627\u0643\u064a \u0628\u064a\u0626\u0629 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u0629.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2><b>\u0644\u0645\u0646 \u062a\u0646\u0627\u0633\u0628 \u062f\u0648\u0631\u0629 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u061f<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">\u0627\u0644\u062f\u0648\u0631\u0629 \u0645\u0646\u0627\u0633\u0628\u0629 \u0644\u0640:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062d\u062f\u064a\u062b\u064a \u0627\u0644\u062a\u062e\u0631\u062c<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\">\u0627\u0644\u0645\u0648\u0638\u0641\u064a\u0646 \u0627\u0644\u0631\u0627\u063a\u0628\u064a\u0646 \u0641\u064a \u062a\u063a\u064a\u064a\u0631 \u0645\u0633\u0627\u0631\u0647\u0645 \u0627\u0644\u0645\u0647\u0646\u064a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0645\u062d\u0627\u0633\u0628\u064a\u0646 \u0648\u0627\u0644\u0625\u062f\u0627\u0631\u064a\u064a\u0646<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0645\u0647\u0646\u062f\u0633\u064a\u0646<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0623\u0635\u062d\u0627\u0628 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0644\u0639\u0627\u0645\u0644\u064a\u0646 \u0641\u064a \u0645\u062c\u0627\u0644 \u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a<\/span><span style=\"font-weight: 400;\">\n<p><\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u062d\u062a\u0649 \u0628\u062f\u0648\u0646 \u062e\u0644\u0641\u064a\u0629 \u0628\u0631\u0645\u062c\u064a\u0629 \u0642\u0648\u064a\u0629\u060c \u064a\u0645\u0643\u0646 \u0627\u0644\u0628\u062f\u0621 \u0628\u0623\u0633\u0627\u0633\u064a\u0627\u062a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u062a\u0637\u0648\u0631 \u062a\u062f\u0631\u064a\u062c\u064a\u064b\u0627.<\/span><\/p>\n<h2><b>\u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0624\u0647\u0644\u0643 \u0644\u0633\u0648\u0642 \u0627\u0644\u0639\u0645\u0644<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">\u0628\u0639\u062f \u0625\u062a\u0645\u0627\u0645 \u062f\u0648\u0631\u0629 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0633\u062a\u0643\u0648\u0646 \u0642\u0627\u062f\u0631\u064b\u0627 \u0639\u0644\u0649:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u062d\u0644\u064a\u0644\u0647\u0627 \u0628\u0627\u062d\u062a\u0631\u0627\u0641<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0625\u0646\u0634\u0627\u0621 \u062a\u0642\u0627\u0631\u064a\u0631 \u0648\u0644\u0648\u062d\u0627\u062a \u0645\u0639\u0644\u0648\u0645\u0627\u062a (Dashboards)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0642\u062f\u064a\u0645 \u062a\u0648\u0635\u064a\u0627\u062a \u0645\u0628\u0646\u064a\u0629 \u0639\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u062f\u0648\u0627\u062a \u062a\u062d\u0644\u064a\u0644 \u062d\u062f\u064a\u062b\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062f\u0639\u0645 \u0627\u0644\u0625\u062f\u0627\u0631\u0629 \u0641\u064a \u0627\u062a\u062e\u0627\u0630 \u0627\u0644\u0642\u0631\u0627\u0631\u0627\u062a<\/span><\/li>\n<\/ul>\n<h2><b>\u0641\u0631\u0635 \u0627\u0644\u0639\u0645\u0644 \u0628\u0639\u062f \u062f\u0648\u0631\u0629 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">\u0645\u0646 \u0623\u0628\u0631\u0632 \u0627\u0644\u0648\u0638\u0627\u0626\u0641 \u0627\u0644\u0645\u062a\u0627\u062d\u0629:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u062d\u0644\u0644 \u0628\u064a\u0627\u0646\u0627\u062a (Data Analyst)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u062d\u0644\u0644 \u0623\u0639\u0645\u0627\u0644 (Business Analyst)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u062d\u0644\u0644 \u062a\u0642\u0627\u0631\u064a\u0631<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u062a\u062e\u0635\u0635 \u0630\u0643\u0627\u0621 \u0623\u0639\u0645\u0627\u0644 (BI Specialist)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u062d\u0644\u0644 \u062a\u0633\u0648\u064a\u0642 \u0631\u0642\u0645\u064a<\/span><span style=\"font-weight: 400;\">\n<p><\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u0648\u0645\u0639 \u0627\u0643\u062a\u0633\u0627\u0628 \u0627\u0644\u062e\u0628\u0631\u0629\u060c \u064a\u0645\u0643\u0646 \u0627\u0644\u062a\u0637\u0648\u0631 \u0625\u0644\u0649:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0645\u0647\u0646\u062f\u0633 \u0628\u064a\u0627\u0646\u0627\u062a<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0639\u0627\u0644\u0645 \u0628\u064a\u0627\u0646\u0627\u062a<\/span><span style=\"font-weight: 400;\">\n<p><\/span><\/li>\n<\/ul>\n<h2><b>\u0643\u064a\u0641 \u062a\u0628\u062f\u0623 \u0645\u0633\u0627\u0631\u0643 \u0641\u064a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u061f<\/b><\/h2>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u0639\u0644\u0645 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0627\u062a \u0645\u0646 \u062e\u0644\u0627\u0644 \u062f\u0648\u0631\u0629 \u0645\u0639\u062a\u0645\u062f\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u062a\u062f\u0631\u0628 \u0639\u0644\u0649 \u0645\u0634\u0627\u0631\u064a\u0639 \u0639\u0645\u0644\u064a\u0629<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0623\u0646\u0634\u0626 Portfolio \u064a\u0639\u0631\u0636 \u0623\u0639\u0645\u0627\u0644\u0643<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0637\u0648\u0631 \u0645\u0647\u0627\u0631\u0627\u062a \u0627\u0644\u0639\u0631\u0636 \u0648\u0627\u0644\u062a\u0648\u0627\u0635\u0644<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0627\u0633\u062a\u0645\u0631 \u0641\u064a \u062a\u0639\u0644\u0645 \u0623\u062f\u0648\u0627\u062a \u0645\u062a\u0642\u062f\u0645\u0629<\/span><span style=\"font-weight: 400;\">\n<p><\/span><\/li>\n<\/ol>\n<h2><b>\u0645\u0633\u062a\u0642\u0628\u0644 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0627\u0644\u0633\u0639\u0648\u062f\u064a\u0629<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">\u0645\u0639 \u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u0627\u0644\u0631\u0642\u0645\u0646\u0629 \u0648\u0632\u064a\u0627\u062f\u0629 \u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0639\u0644\u0649 \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627\u060c \u0633\u064a\u0638\u0644 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0623\u0647\u0645 \u0627\u0644\u062a\u062e\u0635\u0635\u0627\u062a \u0627\u0644\u0645\u0637\u0644\u0648\u0628\u0629 \u062e\u0644\u0627\u0644 \u0627\u0644\u0633\u0646\u0648\u0627\u062a \u0627\u0644\u0642\u0627\u062f\u0645\u0629. \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u062a\u0628\u062d\u062b \u0639\u0646 \u0623\u0634\u062e\u0627\u0635 \u0642\u0627\u062f\u0631\u064a\u0646 \u0639\u0644\u0649 \u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0625\u0644\u0649 \u0642\u0631\u0627\u0631\u0627\u062a\u060c \u0648\u0644\u064a\u0633 \u0641\u0642\u0637 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u062c\u062f\u0627\u0648\u0644.<\/span><\/p>\n<p>&nbsp;<\/p>","protected":false},"excerpt":{"rendered":"<p>\u0644\u0645\u0627\u0630\u0627 \u0623\u0635\u0628\u062d \u062a\u062e\u0635\u0635 Data Analysis \u0645\u0646 \u0623\u0643\u062b\u0631 \u0627\u0644\u062a\u062e\u0635\u0635\u0627\u062a \u0637\u0644\u0628\u064b\u0627 \u0641\u064a \u0633\u0648\u0642 \u0627\u0644\u0639\u0645\u0644\u061f &nbsp; \u0645\u0627 \u0647\u0648 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u061f \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0647\u0648 \u0639\u0645\u0644\u064a\u0629 \u062c\u0645\u0639 \u0648\u062a\u0646\u0638\u064a\u0645 \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0647\u062f\u0641 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0645\u0641\u064a\u062f\u0629 \u062a\u0633\u0627\u0639\u062f [&hellip;]<\/p>\n","protected":false},"author":82321,"featured_media":19089,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[308,108],"tags":[],"class_list":["post-19086","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","category-108"],"acf":[],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.8 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u0644\u0645\u0627\u0630\u0627 \u0623\u0635\u0628\u062d \u062a\u062e\u0635\u0635 Data Analysis \u0645\u0646 \u0623\u0643\u062b\u0631 \u0627\u0644\u062a\u062e\u0635\u0635\u0627\u062a \u0637\u0644\u0628\u064b\u0627 \u0641\u064a \u0633\u0648\u0642 \u0627\u0644\u0639\u0645\u0644\u061f \u0645\u0627 \u0647\u0648 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u061f \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0647\u0648 \u0639\u0645\u0644\u064a\u0629 \u062c\u0645\u0639 \u0648\u062a\u0646\u0638\u064a\u0645 \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0647\u062f\u0641 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0645\u0641\u064a\u062f\u0629 \u062a\u0633\u0627\u0639\u062f \u0641\u064a: \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u062a\u0634\u063a\u064a\u0644\u064a \u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u062a\u0643\u0627\u0644\u064a\u0641 \u0632\u064a\u0627\u062f\u0629 \u0627\u0644\u0623\u0631\u0628\u0627\u062d 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\u062a\u062f\u0631\u064a\u0628 \u0645\u0639\u062a\u0645\u062f \u0641\u064a \u0627\u0644\u0633\u0639\u0648\u062f\u064a\u0629 2026 \u064a\u0642\u062f\u0645 \u062f\u0648\u0631\u0627\u062a \u062a\u062f\u0631\u064a\u0628\u064a\u0629 \u0645\u0639\u062a\u0645\u062f\u0629 \u0623\u0648\u0646 \u0644\u0627\u064a\u0646 \u0648\u0639\u0646 \u0628\u0639\u062f \u0628\u0634\u0647\u0627\u062f\u0627\u062a \u0645\u0639\u062a\u0645\u062f\u0629 \u0641\u064a PMP \u0648 BIM \u0648 Revit \u0648 OSHA \u0648 \u0627\u0644\u0647\u0646\u062f\u0633\u0629 \u0627\u0644\u0645\u062f\u0646\u064a\u0629 \u0648\u0627\u0644\u0643\u0647\u0631\u0628\u0627\u0626\u064a\u0629 \u0648\u0627\u0644\u0645\u064a\u0643\u0627\u0646\u064a\u0643\u064a\u0629 \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u0623\u0645\u0646 \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a \u0648\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0645\u0639 \u0628\u0631\u0627\u0645\u062c \u062a\u0637\u0648\u064a\u0631 \u0645\u0647\u0646\u064a \u0648\u062f\u0648\u0631\u0627\u062a \u0644\u0644\u0645\u0648\u0638\u0641\u064a\u0646 \u0648\u0627\u0644\u0634\u0631\u0643\u0627\u062a\" \/>\n\t\t<meta property=\"og:type\" content=\"article\" \/>\n\t\t<meta property=\"og:title\" content=\"\u0644\u0645\u0627\u0630\u0627 \u0623\u0635\u0628\u062d \u062a\u062e\u0635\u0635 Data Analysis \u0645\u0646 \u0623\u0643\u062b\u0631 \u0627\u0644\u062a\u062e\u0635\u0635\u0627\u062a \u0637\u0644\u0628\u064b\u0627 \u0641\u064a \u0633\u0648\u0642 \u0627\u0644\u0639\u0645\u0644\u061f - iltc edu sa\" \/>\n\t\t<meta property=\"og:description\" content=\"\u0644\u0645\u0627\u0630\u0627 \u0623\u0635\u0628\u062d \u062a\u062e\u0635\u0635 Data Analysis \u0645\u0646 \u0623\u0643\u062b\u0631 \u0627\u0644\u062a\u062e\u0635\u0635\u0627\u062a \u0637\u0644\u0628\u064b\u0627 \u0641\u064a \u0633\u0648\u0642 \u0627\u0644\u0639\u0645\u0644\u061f \u0645\u0627 \u0647\u0648 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