{"id":20342,"date":"2026-02-10T12:38:13","date_gmt":"2026-02-10T10:38:13","guid":{"rendered":"https:\/\/atharhubs.com\/?post_type=courses&p=20342"},"modified":"2026-02-10T13:48:24","modified_gmt":"2026-02-10T10:48:24","slug":"advanced-data-analysis","status":"publish","type":"courses","link":"https:\/\/atharhubs.com\/en\/courses\/advanced-data-analysis\/","title":{"rendered":"Data analysis and business intelligence camp - advanced level certified by Microsoft and Cisco"},"content":{"rendered":"
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\u0645\u0639\u0633\u0643\u0631 \u062a\u062f\u0631\u064a\u0628\u064a \u0627\u062d\u062a\u0631\u0627\u0641\u064a \u0641\u064a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0648\u064a \u0627\u0644\u0645\u062a\u0642\u062f\u0645<\/strong> \u0648\u0627\u062a\u0645\u062a\u0629 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0648\u0627\u0644\u0628\u0627\u064a\u062b\u0648\u0646<\/strong><\/span>
\u0628\u0645\u062d\u062a\u0648\u0649 \u0639\u0645\u0644\u064a \u0645\u0643\u062b\u0651\u0641\u060c \u0645\u0634\u0627\u0631\u064a\u0639 \u062d\u0642\u064a\u0642\u064a\u0629\u060c \u0648\u0634\u0647\u0627\u062f\u0627\u062a \u0645\u0639\u062a\u0645\u062f\u0629 \u0645\u062d\u0644\u064a\u064b\u0627 \u0648\u0639\u0627\u0644\u0645\u064a\u064b\u0627\u060c <\/span>\u0645\u0639 \u0641\u0631\u0635\u0629 \u062a\u062f\u0631\u064a\u0628 \u0644\u0644\u0645\u062a\u0641\u0648\u0642\u064a\u0646 \u0641\u064a IBM<\/strong> \u0648\u062a\u0623\u0647\u064a\u0644 \u0631\u0633\u0645\u064a \u0644\u0634\u0647\u0627\u062f\u0627\u062a Microsoft \u0627\u0644\u0627\u062d\u062a\u0631\u0627\u0641\u064a\u0629<\/strong>.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\u0645\u062a\u0648\u0633\u0637 \u0627\u0644\u0631\u0627\u062a\u0628 11,000 \u0631\u064a\u0627\u0644 \u0634\u0647\u0631\u064a\u0627 \u0644\u0648\u0638\u064a\u0641\u0629 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t

\n\t\t\t\t\t\t\u062d\u0633\u0628 \u0625\u062d\u0635\u0627\u0626\u064a\u0627\u062a Glassdoor \u0648 Naukrigulf\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\n\t\t\t\t\t\t\u062e\u0635\u0645 60% \u0644\u0644\u0645\u062a\u062f\u0631\u064a\u0628\u064a\u0646 \u0639\u0644\u0649 \u0627\u0644\u0627\u0645\u062a\u062d\u0627\u0646 \u0627\u0644\u0627\u062d\u062a\u0631\u0627\u0641\u064a \u0645\u0646 \u0633\u064a\u0633\u0643\u0648\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\u0627\u0644\u062a\u0623\u0647\u064a\u0644 \u0644\u0644\u0634\u0647\u0627\u062f\u0629 \u0627\u0644\u0627\u062d\u062a\u0631\u0627\u0641\u064a\u0629 PCAP\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t

\n\t\t\t\t\t\t\u0627\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0634\u0647\u0627\u062f\u0629 \u0627\u0644\u0645\u0624\u0633\u0633\u0629 \u0627\u0644\u0639\u0627\u0645\u0629 \u0648 \u0634\u0647\u0627\u062f\u0629 \u0645\u0627\u064a\u0643\u0631\u0648\u0633\u0648\u0641\u062a \u0648\u0627\u0644\u062a\u0623\u0647\u064a\u0644 \u0644\u0644\u0634\u0647\u0627\u062f\u0629 \u0627\u0644\u0645\u0647\u0646\u064a\u0629 \nPCAP \u0645\u0646 \u0645\u0627\u064a\u0643\u0631\u0648\u0633\u0648\u0641\u062a\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\u0645\u062a\u0627\u0628\u0639\u0629 \u0628\u0639\u062f \u0627\u0644\u062a\u062e\u0631\u062c \t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t

\n\t\t\t\t\t\t\u0645\u062a\u0627\u0628\u0639\u0629 \u0628\u0639\u062f \u0627\u0644\u062a\u062e\u0631\u062c \u0645\u0646 \u0627\u0644\u0645\u0639\u0633\u0643\u0631 \u0644\u0645\u062f\u0629 3 \u0634\u0647\u0648\u0631 \u0648\u0645\u062a\u0627\u0628\u0639\u0629 \u0627\u062b\u0646\u0627\u0621 \u0627\u0644\u0645\u0639\u0633\u0643\u0631 \u0645\u0646 \u0627\u0644\u0645\u062d\u0627\u0636\u0631\u064a\u0646\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\u0627\u0644\u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u0645\u0647\u0646\u064a\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t

\n\t\t\t\t\t\t\u0645\u062d\u062a\u0648\u064a \u062e\u0627\u0635 \u0644\u0644\u062a\u062f\u0631\u064a\u0628 \u0639\u0644\u0649 \u0623\u0641\u0636\u0644 \u0646\u0645\u0648\u0630\u062c \u0644\u0644\u0633\u064a\u0631\u0629 \u0627\u0644\u0630\u0627\u062a\u064a\u0629 \u0648\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u0629 \u0627\u0644\u062a\u0642\u062f\u064a\u0645 \u0639\u0644\u0649 \u0627\u0644\u0648\u0638\u0627\u0626\u0641 \u0645\u0646 \u062e\u0644\u0627\u0644 LinkedIn \u0648 \u0627\u0644\u062a\u062d\u0636\u064a\u0631 \u0644\u0645\u0642\u0627\u0628\u0644\u0629 \u0627\u0644\u0639\u0645\u0644\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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\u064a\u0634\u0645\u0644 \u0645\u0633\u062a\u0648\u0649 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062a\u0642\u062f\u0645 \u0645\u0627 \u064a\u0644\u064a:<\/h3>\n
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\u0645\u0646\u0647\u062c \u0645\u062a\u0642\u062f\u0645 \u0628\u0639\u062f PL-300:<\/strong>\n\u0627\u0646\u062a\u0642\u0627\u0644 \u0645\u0646 \u0645\u0631\u062d\u0644\u0629 \u0628\u0646\u0627\u0621 \u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631 \u0625\u0644\u0649 \u0645\u0631\u062d\u0644\u0629 \u062a\u062d\u0644\u064a\u0644 \u0645\u0634\u0627\u0643\u0644 \u0627\u0644\u0628\u0632\u0646\u0633 \u0627\u0644\u0645\u0639\u0642\u062f\u0629<\/strong> \u0648\u0635\u0646\u0627\u0639\u0629 \u0642\u0631\u0627\u0631\u0627\u062a \u0645\u0628\u0646\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/p>\n\n<\/div>\n

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Python \u0644\u0644\u0645\u062d\u0644\u0644\u064a\u0646 (\u0639\u0645\u0644\u064a \u0628\u0627\u0644\u0643\u0627\u0645\u0644):<\/strong>\n\u0627\u0633\u062a\u064a\u0631\u0627\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u0646\u0638\u064a\u0641\u0647\u0627 \u0648\u062a\u062d\u0644\u064a\u0644\u0647\u0627 (EDA) \u0648\u0628\u0646\u0627\u0621 \u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0634\u0631\u0627\u0626\u062d\u064a\u0629 \u0648\u0631\u0633\u0648\u0645 \u0639\u0631\u0628\u064a\u0629<\/strong> \u062c\u0627\u0647\u0632\u0629 \u0644\u0644\u062a\u0642\u0627\u0631\u064a\u0631.<\/p>\n\n<\/div>\n

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SQL \u062a\u062d\u0644\u064a\u0644\u064a \u0645\u062a\u0642\u062f\u0645:<\/strong>\n\u0643\u062a\u0627\u0628\u0629 \u0627\u0633\u062a\u0639\u0644\u0627\u0645\u0627\u062a \u0627\u062d\u062a\u0631\u0627\u0641\u064a\u0629 \u0644\u0627\u0633\u062a\u062e\u0631\u0627\u062c KPIs \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 CTE + Window Functions<\/strong> \u0648\u0628\u0646\u0627\u0621 Cohorts\/Funnel\/Vintage\/Basket.<\/p>\n\n<\/div>\n

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Microsoft Fabric (End-to-End):<\/strong>\n\u0628\u0646\u0627\u0621 \u0645\u0646\u062a\u062c \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062a\u0643\u0627\u0645\u0644 \u0639\u0628\u0631 Lakehouse + Pipelines\/Dataflows + \u0637\u0628\u0642\u0627\u062a Bronze\/Silver\/Gold<\/strong> \u0645\u0639 \u062a\u062d\u062f\u064a\u062b\u0627\u062a \u0645\u062c\u062f\u0648\u0644\u0629.<\/p>\n\n<\/div>\n

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\u0645\u0634\u0627\u0631\u064a\u0639 \u062d\u0642\u064a\u0642\u064a\u0629 \u0644\u0644\u0633\u0648\u0642 \u0627\u0644\u0633\u0639\u0648\u062f\u064a:<\/strong>\n\u062a\u0646\u0641\u064a\u0630 4 Case Studies<\/strong> \u0643\u0627\u0645\u0644\u0629 \u0628\u062a\u0642\u0627\u0631\u064a\u0631 \u062a\u0646\u0641\u064a\u0630\u064a\u0629: \u062a\u0627\u0628\u064a (Risk) + \u062a\u0645\u0627\u0631\u0627 (Funnel\/CRO) + \u0628\u0644\u0628\u0646 (Basket\/Cross-sell) + \u0633\u0644\u0629 (Retention\/Churn).<\/p>\n\n<\/div>\n

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\u062a\u0642\u0627\u0631\u064a\u0631 Power BI \u0628\u0645\u0633\u062a\u0648\u0649 Production:<\/strong>\nData Modeling \u0627\u062d\u062a\u0631\u0627\u0641\u064a + \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0623\u062f\u0627\u0621 + \u0635\u0641\u062d\u0627\u062a \u0648\u0627\u0636\u062d\u0629 + Drillthrough \u0645\u0639 \u062a\u0648\u062b\u064a\u0642 \u0627\u0644\u0645\u0642\u0627\u064a\u064a\u0633 \u0648\u062a\u0639\u0631\u064a\u0641 KPIs<\/strong>.<\/p>\n\n<\/div>\n

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\u0645\u062e\u0631\u062c\u0627\u062a \u062a\u0646\u0641\u064a\u0630\u064a\u0629 (Insights & Actions):<\/strong>\n\u0644\u0643\u0644 \u0645\u0634\u0631\u0648\u0639: 3\u20135 Insights<\/strong> + 2\u20134 Actions<\/strong> \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0637\u0628\u064a\u0642 + KPIs \u0644\u0642\u064a\u0627\u0633 \u0627\u0644\u0623\u062b\u0631.<\/p>\n\n<\/div>\n<\/div>\n<\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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\u064a\u0634\u0645\u0644 \u0645\u0633\u062a\u0648\u0649 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062a\u0642\u062f\u0645 \u0645\u0627 \u064a\u0644\u064a:<\/h3>

\u0645\u0646\u0647\u062c \u0645\u062a\u0642\u062f\u0645 \u0628\u0639\u062f PL-300:<\/strong>
\u0627\u0646\u062a\u0642\u0627\u0644 \u0645\u0646 \u0645\u0631\u062d\u0644\u0629 \u0628\u0646\u0627\u0621 \u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631 \u0625\u0644\u0649 \u0645\u0631\u062d\u0644\u0629 \u062a\u062d\u0644\u064a\u0644 \u0645\u0634\u0627\u0643\u0644 \u0627\u0644\u0628\u0632\u0646\u0633 \u0627\u0644\u0645\u0639\u0642\u062f\u0629<\/strong> \u0648\u0635\u0646\u0627\u0639\u0629 \u0642\u0631\u0627\u0631\u0627\u062a \u0645\u0628\u0646\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/p><\/div>

Python \u0644\u0644\u0645\u062d\u0644\u0644\u064a\u0646 (\u0639\u0645\u0644\u064a \u0628\u0627\u0644\u0643\u0627\u0645\u0644):<\/strong>
\u0627\u0633\u062a\u064a\u0631\u0627\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u0646\u0638\u064a\u0641\u0647\u0627 \u0648\u062a\u062d\u0644\u064a\u0644\u0647\u0627 (EDA) \u0648\u0628\u0646\u0627\u0621 \u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0634\u0631\u0627\u0626\u062d\u064a\u0629 \u0648\u0631\u0633\u0648\u0645 \u0639\u0631\u0628\u064a\u0629<\/strong> \u062c\u0627\u0647\u0632\u0629 \u0644\u0644\u062a\u0642\u0627\u0631\u064a\u0631.<\/p><\/div>

SQL \u062a\u062d\u0644\u064a\u0644\u064a \u0645\u062a\u0642\u062f\u0645:<\/strong>
\u0643\u062a\u0627\u0628\u0629 \u0627\u0633\u062a\u0639\u0644\u0627\u0645\u0627\u062a \u0627\u062d\u062a\u0631\u0627\u0641\u064a\u0629 \u0644\u0627\u0633\u062a\u062e\u0631\u0627\u062c KPIs \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 CTE + Window Functions<\/strong> \u0648\u0628\u0646\u0627\u0621 Cohorts\/Funnel\/Vintage\/Basket.<\/p><\/div>

Microsoft Fabric (End-to-End):<\/strong>
\u0628\u0646\u0627\u0621 \u0645\u0646\u062a\u062c \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062a\u0643\u0627\u0645\u0644 \u0639\u0628\u0631 Lakehouse + Pipelines\/Dataflows + \u0637\u0628\u0642\u0627\u062a Bronze\/Silver\/Gold<\/strong> \u0645\u0639 \u062a\u062d\u062f\u064a\u062b\u0627\u062a \u0645\u062c\u062f\u0648\u0644\u0629.<\/p><\/div>

\u0645\u0634\u0627\u0631\u064a\u0639 \u062d\u0642\u064a\u0642\u064a\u0629 \u0644\u0644\u0633\u0648\u0642 \u0627\u0644\u0633\u0639\u0648\u062f\u064a:<\/strong>
\u062a\u0646\u0641\u064a\u0630 4 Case Studies<\/strong> \u0643\u0627\u0645\u0644\u0629 \u0628\u062a\u0642\u0627\u0631\u064a\u0631 \u062a\u0646\u0641\u064a\u0630\u064a\u0629: \u062a\u0627\u0628\u064a (Risk) + \u062a\u0645\u0627\u0631\u0627 (Funnel\/CRO) + \u0628\u0644\u0628\u0646 (Basket\/Cross-sell) + \u0633\u0644\u0629 (Retention\/Churn).<\/p><\/div>

\u062a\u0642\u0627\u0631\u064a\u0631 Power BI \u0628\u0645\u0633\u062a\u0648\u0649 Production:<\/strong>
Data Modeling \u0627\u062d\u062a\u0631\u0627\u0641\u064a + \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0623\u062f\u0627\u0621 + \u0635\u0641\u062d\u0627\u062a \u0648\u0627\u0636\u062d\u0629 + Drillthrough \u0645\u0639 \u062a\u0648\u062b\u064a\u0642 \u0627\u0644\u0645\u0642\u0627\u064a\u064a\u0633 \u0648\u062a\u0639\u0631\u064a\u0641 KPIs<\/strong>.<\/p><\/div>

\u0645\u062e\u0631\u062c\u0627\u062a \u062a\u0646\u0641\u064a\u0630\u064a\u0629 (Insights & Actions):<\/strong>
\u0644\u0643\u0644 \u0645\u0634\u0631\u0648\u0639: 3\u20135 Insights<\/strong> + 2\u20134 Actions<\/strong> \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0637\u0628\u064a\u0642 + KPIs \u0644\u0642\u064a\u0627\u0633 \u0627\u0644\u0623\u062b\u0631.<\/p><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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