{"id":5005,"date":"2026-08-30T16:53:27","date_gmt":"2026-08-30T11:23:27","guid":{"rendered":"https:\/\/sthaniksamachar.com\/?p=5005"},"modified":"2026-08-30T16:53:54","modified_gmt":"2026-08-30T11:23:54","slug":"data-analytics-data-analyst-career-marathi","status":"publish","type":"post","link":"https:\/\/sthaniksamachar.com\/?p=5005","title":{"rendered":"Data Analytics : \u0921\u0947\u091f\u093e-\u0906\u0927\u093e\u0930\u093f\u0924 \u0906\u0927\u0941\u0928\u093f\u0915 \u0915\u0930\u093f\u0905\u0930\u091a\u0940 \u0938\u0902\u092a\u0942\u0930\u094d\u0923 \u092e\u093e\u0930\u094d\u0917\u0926\u0930\u094d\u0936\u093f\u0915\u093e"},"content":{"rendered":"<h3 class=\"PDq2pG_selectionAnchorContainer\" data-start=\"1759\" data-end=\"1979\"><em>Commerce, Management, IT \u0906\u0923\u093f Finance \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u0902\u0938\u093e\u0920\u0940 Data Analytics \u0939\u0947 \u0906\u0927\u0941\u0928\u093f\u0915 \u0915\u0930\u093f\u0905\u0930 \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u0906\u0939\u0947. Data Analyst, Business Analyst \u0906\u0923\u093f BI Analyst \u092c\u0928\u0923\u094d\u092f\u093e\u0938\u093e\u0920\u0940 \u0906\u0935\u0936\u094d\u092f\u0915 Skills \u0906\u0923\u093f Career Roadmap \u0935\u093e\u091a\u093e.<\/em><\/h3>\n<p><em>\u0921\u093f\u091c\u093f\u091f\u0932 \u092f\u0941\u0917\u093e\u0924 \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u093e\u092e\u0927\u094d\u092f\u0947 \u092e\u094b\u0920\u094d\u092f\u093e \u092a\u094d\u0930\u092e\u093e\u0923\u093e\u0935\u0930 \u0921\u0947\u091f\u093e \u0928\u093f\u0930\u094d\u092e\u093e\u0923 \u0939\u094b\u0924 \u0906\u0939\u0947. \u092c\u0901\u0915\u093f\u0902\u0917, \u0908-\u0915\u0949\u092e\u0930\u094d\u0938, \u0936\u093f\u0915\u094d\u0937\u0923, \u0906\u0930\u094b\u0917\u094d\u092f, \u0909\u0924\u094d\u092a\u093e\u0926\u0928, \u0930\u093f\u091f\u0947\u0932, \u092e\u093e\u0930\u094d\u0915\u0947\u091f\u093f\u0902\u0917, IT \u0906\u0923\u093f \u0938\u0930\u0915\u093e\u0930\u0940 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u093e\u0902\u092e\u0927\u094d\u092f\u0947 \u0921\u0947\u091f\u093e \u0939\u093e \u0928\u093f\u0930\u094d\u0923\u092f\u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u0947\u091a\u093e \u092e\u0939\u0924\u094d\u0924\u094d\u0935\u093e\u091a\u093e \u0906\u0927\u093e\u0930 \u092c\u0928\u0932\u093e \u0906\u0939\u0947.<\/em><\/p>\n<p><em>\u092f\u093e \u0921\u0947\u091f\u093e\u092e\u0927\u0942\u0928 \u0909\u092a\u092f\u0941\u0915\u094d\u0924 \u092e\u093e\u0939\u093f\u0924\u0940 \u0936\u094b\u0927\u0923\u0947, \u0924\u094d\u092f\u093e\u091a\u0947 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0923\u0947 \u0906\u0923\u093f \u0924\u094d\u092f\u093e\u0924\u0942\u0928 \u092f\u094b\u0917\u094d\u092f \u0928\u093f\u0937\u094d\u0915\u0930\u094d\u0937 \u0915\u093e\u0922\u0923\u0947 \u092e\u094d\u0939\u0923\u091c\u0947 <strong>Data Analytics<\/strong>.<\/em><\/p>\n<p><em>\u0924\u094d\u092f\u093e\u092e\u0941\u0933\u0947 <strong>Data Analyst, Business Analyst, BI Analyst \u0906\u0923\u093f Analytics Professional<\/strong> \u092f\u093e\u0902\u0938\u093e\u0930\u0916\u094d\u092f\u093e \u092d\u0942\u092e\u093f\u0915\u093e\u0902\u0928\u093e \u0906\u0927\u0941\u0928\u093f\u0915 \u0909\u0926\u094d\u092f\u094b\u0917\u0935\u093f\u0936\u094d\u0935\u093e\u0924 \u092e\u0939\u0924\u094d\u0924\u094d\u0935 \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u091d\u093e\u0932\u0947 \u0906\u0939\u0947. \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u0902\u0928\u0940 Excel, SQL, Statistics, Power BI, Tableau \u0906\u0923\u093f Python \u092f\u093e\u0902\u0938\u093e\u0930\u0916\u0940 \u0915\u094c\u0936\u0932\u094d\u092f\u0947 \u0935\u093f\u0915\u0938\u093f\u0924 \u0915\u0947\u0932\u094d\u092f\u093e\u0938 Data Analytics \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u093e\u0924 \u0915\u0930\u093f\u0905\u0930\u091a\u094d\u092f\u093e \u0935\u093f\u0935\u093f\u0927 \u0938\u0902\u0927\u0940 \u0936\u094b\u0927\u0924\u093e \u092f\u0947\u090a \u0936\u0915\u0924\u093e\u0924.<\/em><\/p>\n<hr \/>\n<h1><em><strong>Data Analytics \u092e\u094d\u0939\u0923\u091c\u0947 \u0915\u093e\u092f?<\/strong><\/em><\/h1>\n<p><em><strong>Data Analytics<\/strong> \u092e\u094d\u0939\u0923\u091c\u0947 \u0909\u092a\u0932\u092c\u094d\u0927 \u0921\u0947\u091f\u093e\u091a\u0947 \u0938\u0902\u0915\u0932\u0928, \u0938\u094d\u0935\u091a\u094d\u091b\u0924\u093e, \u0930\u0942\u092a\u093e\u0902\u0924\u0930\u0923, \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0906\u0923\u093f \u0905\u0930\u094d\u0925 \u0932\u093e\u0935\u0923\u094d\u092f\u093e\u091a\u0940 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e.<\/em><\/p>\n<p><em>\u0938\u094b\u092a\u094d\u092f\u093e \u092d\u093e\u0937\u0947\u0924 \u0938\u093e\u0902\u0917\u093e\u092f\u091a\u0947 \u091d\u093e\u0932\u094d\u092f\u093e\u0938:<\/em><\/p>\n<p><em><strong>Data \u2192 Analysis \u2192 Insight \u2192 Decision<\/strong><\/em><\/p>\n<p><em>\u092f\u093e \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u0947\u0926\u094d\u0935\u093e\u0930\u0947 \u0935\u094d\u092f\u0935\u0938\u093e\u092f \u0915\u093f\u0902\u0935\u093e \u0938\u0902\u0938\u094d\u0925\u0947\u0932\u093e \u0905\u0927\u093f\u0915 \u091a\u093e\u0902\u0917\u0932\u0947 \u0928\u093f\u0930\u094d\u0923\u092f \u0918\u0947\u0923\u094d\u092f\u093e\u0938\u093e\u0920\u0940 \u092e\u0926\u0924 \u0915\u0947\u0932\u0940 \u091c\u093e\u0924\u0947.<\/em><\/p>\n<p><em>\u0909\u0926\u093e\u0939\u0930\u0923\u093e\u0930\u094d\u0925, \u090f\u0916\u093e\u0926\u094d\u092f\u093e \u0926\u0941\u0915\u093e\u0928\u093e\u091a\u094d\u092f\u093e \u092e\u093e\u0917\u0940\u0932 \u0926\u094b\u0928 \u0935\u0930\u094d\u0937\u093e\u0902\u091a\u094d\u092f\u093e \u0935\u093f\u0915\u094d\u0930\u0940\u091a\u093e \u0921\u0947\u091f\u093e \u0909\u092a\u0932\u092c\u094d\u0927 \u0905\u0938\u0932\u094d\u092f\u093e\u0938 Data Analyst \u0924\u094d\u092f\u093e\u0924\u0942\u0928:<\/em><\/p>\n<ul>\n<li><em>\u0915\u094b\u0923\u0924\u0947 \u0909\u0924\u094d\u092a\u093e\u0926\u0928 \u091c\u093e\u0938\u094d\u0924 \u0935\u093f\u0915\u0932\u0947?<\/em><\/li>\n<li><em>\u0915\u094b\u0923\u0924\u094d\u092f\u093e \u092e\u0939\u093f\u0928\u094d\u092f\u093e\u0924 \u0935\u093f\u0915\u094d\u0930\u0940 \u0935\u093e\u0922\u0932\u0940?<\/em><\/li>\n<li><em>\u0915\u094b\u0923\u0924\u094d\u092f\u093e \u092d\u093e\u0917\u093e\u0924 \u0935\u093f\u0915\u094d\u0930\u0940 \u0915\u092e\u0940 \u0906\u0939\u0947?<\/em><\/li>\n<li><em>\u0917\u094d\u0930\u093e\u0939\u0915\u093e\u0902\u091a\u0940 \u0916\u0930\u0947\u0926\u0940\u091a\u0940 \u092a\u0926\u094d\u0927\u0924 \u0915\u093e\u092f \u0906\u0939\u0947?<\/em><\/li>\n<li><em>\u0915\u094b\u0923\u0924\u094d\u092f\u093e \u0909\u0924\u094d\u092a\u093e\u0926\u0928\u093e\u0924\u0942\u0928 \u091c\u093e\u0938\u094d\u0924 \u0928\u092b\u093e \u092e\u093f\u0933\u0924\u094b?<\/em><\/li>\n<\/ul>\n<p><em>\u092f\u093e\u0938\u093e\u0930\u0916\u0947 \u0928\u093f\u0937\u094d\u0915\u0930\u094d\u0937 \u0936\u094b\u0927\u0942 \u0936\u0915\u0924\u094b.<\/em><\/p>\n<hr \/>\n<h1><em><strong>Data Analytics Course \u092e\u094d\u0939\u0923\u091c\u0947 \u0915\u093e\u092f?<\/strong><\/em><\/h1>\n<p><em>Data Analytics Course \u0939\u093e \u0921\u0947\u091f\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923\u093e\u0936\u0940 \u0938\u0902\u092c\u0902\u0927\u093f\u0924 \u0924\u093e\u0902\u0924\u094d\u0930\u093f\u0915 \u0906\u0923\u093f \u0935\u094d\u092f\u093e\u0935\u0938\u093e\u092f\u093f\u0915 \u0915\u094c\u0936\u0932\u094d\u092f\u0947 \u0936\u093f\u0915\u0935\u0923\u093e\u0930\u093e \u0905\u092d\u094d\u092f\u093e\u0938\u0915\u094d\u0930\u092e \u0906\u0939\u0947.<\/em><\/p>\n<p><em>\u092f\u093e \u0905\u092d\u094d\u092f\u093e\u0938\u0915\u094d\u0930\u092e\u093e\u092e\u0927\u094d\u092f\u0947 \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u0902\u0928\u093e \u0921\u0947\u091f\u093e\u0938\u094b\u092c\u0924 \u0915\u093e\u092e \u0915\u0930\u0923\u094d\u092f\u093e\u091a\u0940 \u0938\u0902\u092a\u0942\u0930\u094d\u0923 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0936\u093f\u0915\u0935\u0932\u0940 \u091c\u093e\u0924\u0947.<\/em><\/p>\n<p><em>\u0938\u093e\u092e\u093e\u0928\u094d\u092f\u0924\u0903:<\/em><\/p>\n<p><em><strong>Data Collection \u2192 Data Cleaning \u2192 Data Analysis \u2192 Data Visualization \u2192 Reporting \u2192 Insights<\/strong><\/em><\/p>\n<p><em>\u092f\u093e \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u0947\u0935\u0930 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 \u0926\u093f\u0932\u0947 \u091c\u093e\u0924\u0947.<\/em><\/p>\n<hr \/>\n<h1><em><strong>Data Analytics \u0906\u0923\u093f Data Science \u092e\u0927\u0940\u0932 \u092b\u0930\u0915<\/strong><\/em><\/h1>\n<p><em>Data Analytics \u0906\u0923\u093f Data Science \u0939\u0947 \u0938\u0902\u092c\u0902\u0927\u093f\u0924 \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u0905\u0938\u0932\u0947 \u0924\u0930\u0940 \u0924\u094d\u092f\u093e\u0902\u091a\u093e \u092b\u094b\u0915\u0938 \u0915\u093e\u0939\u0940 \u092a\u094d\u0930\u092e\u093e\u0923\u093e\u0924 \u0935\u0947\u0917\u0933\u093e \u0905\u0938\u0924\u094b.<\/em><\/p>\n<h3><em><strong>Data Analytics<\/strong><\/em><\/h3>\n<p><em>\u0909\u092a\u0932\u092c\u094d\u0927 \u0921\u0947\u091f\u093e\u091a\u0947 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0942\u0928 \u0935\u0930\u094d\u0924\u092e\u093e\u0928 \u0915\u093f\u0902\u0935\u093e \u092d\u0942\u0924\u0915\u093e\u0933\u093e\u0924\u0940\u0932 \u092a\u0930\u093f\u0938\u094d\u0925\u093f\u0924\u0940 \u0938\u092e\u091c\u0942\u0928 \u0918\u0947\u0923\u0947 \u0906\u0923\u093f Business Insights \u0924\u092f\u093e\u0930 \u0915\u0930\u0923\u0947 \u092f\u093e\u0935\u0930 \u0905\u0927\u093f\u0915 \u092d\u0930.<\/em><\/p>\n<h3><em><strong>Data Science<\/strong><\/em><\/h3>\n<p><em>Statistics, Programming, Machine Learning \u0906\u0923\u093f Advanced Modelling \u092f\u093e\u0902\u091a\u093e \u0935\u093e\u092a\u0930 \u0915\u0930\u0942\u0928 \u0905\u0927\u093f\u0915 \u091c\u091f\u093f\u0932 \u0921\u0947\u091f\u093e \u0938\u092e\u0938\u094d\u092f\u093e \u0938\u094b\u0921\u0935\u0923\u0947 \u0906\u0923\u093f \u092d\u0935\u093f\u0937\u094d\u092f\u0935\u093e\u0923\u0940 \u0915\u0930\u0923\u0947 \u092f\u093e\u0935\u0930 \u0905\u0927\u093f\u0915 \u092d\u0930 \u0905\u0938\u0942 \u0936\u0915\u0924\u094b.<\/em><\/p>\n<p><em>\u092a\u094d\u0930\u0924\u094d\u092f\u0915\u094d\u0937 \u0909\u0926\u094d\u092f\u094b\u0917\u093e\u092e\u0927\u094d\u092f\u0947 \u0926\u094b\u0928\u094d\u0939\u0940 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u093e\u0902\u0924\u0940\u0932 \u0915\u094c\u0936\u0932\u094d\u092f\u093e\u0902\u092e\u0927\u094d\u092f\u0947 \u0915\u093e\u0939\u0940 \u092a\u094d\u0930\u092e\u093e\u0923\u093e\u0924 overlap \u0905\u0938\u0924\u094b.<\/em><\/p>\n<hr \/>\n<h1><em><strong>Data Analytics \u091a\u0947 \u092a\u094d\u0930\u092e\u0941\u0916 \u092a\u094d\u0930\u0915\u093e\u0930<\/strong><\/em><\/h1>\n<h2><em><strong>1. Descriptive Analytics<\/strong><\/em><\/h2>\n<p><em>\u092d\u0942\u0924\u0915\u093e\u0933\u093e\u0924 \u0915\u093e\u092f \u0918\u0921\u0932\u0947 \u0939\u0947 \u0938\u092e\u091c\u0923\u094d\u092f\u093e\u0938\u093e\u0920\u0940 \u0935\u093e\u092a\u0930\u0932\u0947 \u091c\u093e\u0924\u0947.<\/em><\/p>\n<p><em>\u0909\u0926\u093e\u0939\u0930\u0923:<\/em><\/p>\n<p><em><strong>\u0917\u0947\u0932\u094d\u092f\u093e \u0935\u0930\u094d\u0937\u0940 \u0915\u0902\u092a\u0928\u0940\u091a\u0940 \u0935\u093f\u0915\u094d\u0930\u0940 \u0915\u093f\u0924\u0940 \u0939\u094b\u0924\u0940?<\/strong><\/em><\/p>\n<hr \/>\n<h2><em><strong>2. Diagnostic Analytics<\/strong><\/em><\/h2>\n<p><em>\u090f\u0916\u093e\u0926\u0940 \u0918\u091f\u0928\u093e \u0915\u093e \u0918\u0921\u0932\u0940 \u092f\u093e\u091a\u093e \u0936\u094b\u0927 \u0918\u0947\u0924\u0932\u093e \u091c\u093e\u0924\u094b.<\/em><\/p>\n<p><em>\u0909\u0926\u093e\u0939\u0930\u0923:<\/em><\/p>\n<p><em><strong>\u092f\u093e \u092e\u0939\u093f\u0928\u094d\u092f\u093e\u0924 \u0935\u093f\u0915\u094d\u0930\u0940 \u0915\u093e \u0915\u092e\u0940 \u091d\u093e\u0932\u0940?<\/strong><\/em><\/p>\n<hr \/>\n<h2><em><strong>3. Predictive Analytics<\/strong><\/em><\/h2>\n<p><em>\u092d\u0935\u093f\u0937\u094d\u092f\u093e\u0924 \u0915\u093e\u092f \u0939\u094b\u0923\u094d\u092f\u093e\u091a\u0940 \u0936\u0915\u094d\u092f\u0924\u093e \u0906\u0939\u0947 \u092f\u093e\u091a\u093e \u0905\u0902\u0926\u093e\u091c \u0918\u0947\u0923\u094d\u092f\u093e\u0938\u093e\u0920\u0940 \u0921\u0947\u091f\u093e \u0935\u093e\u092a\u0930\u0932\u093e \u091c\u093e\u0924\u094b.<\/em><\/p>\n<p><em>\u0909\u0926\u093e\u0939\u0930\u0923:<\/em><\/p>\n<p><em><strong>\u092a\u0941\u0922\u0940\u0932 \u092e\u0939\u093f\u0928\u094d\u092f\u093e\u0924 \u0935\u093f\u0915\u094d\u0930\u0940 \u0915\u093f\u0924\u0940 \u0939\u094b\u090a \u0936\u0915\u0924\u0947?<\/strong><\/em><\/p>\n<hr \/>\n<h2><em><strong>4. Prescriptive Analytics<\/strong><\/em><\/h2>\n<p><em>\u0909\u092a\u0932\u092c\u094d\u0927 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923\u093e\u091a\u094d\u092f\u093e \u0906\u0927\u093e\u0930\u0947 \u092a\u0941\u0922\u0947 \u0915\u094b\u0923\u0924\u0940 \u0915\u0943\u0924\u0940 \u0915\u0930\u093e\u0935\u0940 \u092f\u093e\u092c\u093e\u092c\u0924 \u0938\u0942\u091a\u0928\u093e \u0926\u0947\u0923\u094d\u092f\u093e\u091a\u093e \u092a\u094d\u0930\u092f\u0924\u094d\u0928 \u0915\u0947\u0932\u093e \u091c\u093e\u0924\u094b.<\/em><\/p>\n<hr \/>\n<h1><em><strong>\u092a\u094d\u0930\u0935\u0947\u0936\u093e\u0938\u093e\u0920\u0940 \u0906\u0935\u0936\u094d\u092f\u0915 \u092a\u093e\u0924\u094d\u0930\u0924\u093e<\/strong><\/em><\/h1>\n<p><em>Data Analytics \u0936\u093f\u0915\u0923\u094d\u092f\u093e\u0938\u093e\u0920\u0940 \u0906\u0935\u0936\u094d\u092f\u0915 \u092a\u093e\u0924\u094d\u0930\u0924\u093e \u0905\u092d\u094d\u092f\u093e\u0938\u0915\u094d\u0930\u092e\u093e\u091a\u094d\u092f\u093e \u0938\u094d\u0924\u0930\u093e\u0928\u0941\u0938\u093e\u0930 \u092c\u0926\u0932\u0942 \u0936\u0915\u0924\u0947.<\/em><\/p>\n<p><em>\u0938\u093e\u092e\u093e\u0928\u094d\u092f\u0924\u0903:<\/em><\/p>\n<ul>\n<li><em>12\u0935\u0940 \u0909\u0924\u094d\u0924\u0940\u0930\u094d\u0923 \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u0902\u0938\u093e\u0920\u0940 Basic \u0915\u093f\u0902\u0935\u093e Certificate Courses \u0909\u092a\u0932\u092c\u094d\u0927 \u0905\u0938\u0942 \u0936\u0915\u0924\u093e\u0924.<\/em><\/li>\n<li><em>B.Com., BBA, BCA, B.Sc. \u0906\u0923\u093f \u0907\u0924\u0930 \u092a\u0926\u0935\u0940\u0927\u0930 Advanced Courses \u0915\u0930\u0942 \u0936\u0915\u0924\u093e\u0924.<\/em><\/li>\n<li><em>Mathematics \u0906\u0923\u093f Statistics \u091a\u0947 \u092e\u0942\u0932\u092d\u0942\u0924 \u091c\u094d\u091e\u093e\u0928 \u0909\u092a\u092f\u0941\u0915\u094d\u0924 \u0920\u0930\u0924\u0947.<\/em><\/li>\n<li><em>Computer Skills \u0905\u0938\u0923\u0947 \u092b\u093e\u092f\u0926\u0947\u0936\u0940\u0930 \u0906\u0939\u0947.<\/em><\/li>\n<li><em>Commerce \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u0902\u0938\u093e\u0920\u0940 Finance \u0906\u0923\u093f Business Analytics \u092e\u0927\u094d\u092f\u0947 \u0935\u093f\u0936\u0947\u0937 \u0909\u092a\u092f\u094b\u0917 \u0939\u094b\u090a \u0936\u0915\u0924\u094b.<\/em><\/li>\n<\/ul>\n<p><em><strong>\u091f\u0940\u092a:<\/strong> \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 \u0938\u0902\u0938\u094d\u0925\u0947\u091a\u0940 \u092a\u093e\u0924\u094d\u0930\u0924\u093e \u0935\u0947\u0917\u0933\u0940 \u0905\u0938\u0942 \u0936\u0915\u0924\u0947.<\/em><\/p>\n<hr \/>\n<h1><em><strong>\u0905\u092d\u094d\u092f\u093e\u0938\u0915\u094d\u0930\u092e\u093e\u091a\u093e \u0915\u093e\u0932\u093e\u0935\u0927\u0940<\/strong><\/em><\/h1>\n<p><em>Data Analytics Course \u091a\u093e \u0915\u093e\u0932\u093e\u0935\u0927\u0940 \u0938\u0902\u0938\u094d\u0925\u0947\u091a\u094d\u092f\u093e \u0905\u092d\u094d\u092f\u093e\u0938\u0915\u094d\u0930\u092e\u093e\u0928\u0941\u0938\u093e\u0930 \u092c\u0926\u0932\u0924\u094b.<\/em><\/p>\n<p><em>\u0938\u093e\u0927\u093e\u0930\u0923\u092a\u0923\u0947:<\/em><\/p>\n<ul>\n<li><em>Certificate Course \u2013 \u0915\u093e\u0939\u0940 \u0906\u0920\u0935\u0921\u0947 \u0924\u0947 \u0915\u093e\u0939\u0940 \u092e\u0939\u093f\u0928\u0947<\/em><\/li>\n<li><em>Diploma Course \u2013 \u0938\u093e\u0927\u093e\u0930\u0923 6 \u092e\u0939\u093f\u0928\u0947 \u0924\u0947 1 \u0935\u0930\u094d\u0937<\/em><\/li>\n<li><em>Advanced Course \u2013 \u0938\u093e\u0927\u093e\u0930\u0923 3 \u0924\u0947 12 \u092e\u0939\u093f\u0928\u0947<\/em><\/li>\n<li><em>Professional Programs \u2013 \u0938\u0902\u0938\u094d\u0925\u0947\u0928\u0941\u0938\u093e\u0930 \u0905\u0927\u093f\u0915 \u0915\u093e\u0932\u093e\u0935\u0927\u0940<\/em><\/li>\n<\/ul>\n<p><em>Online, Offline, Part-Time \u0906\u0923\u093f Weekend Courses \u0909\u092a\u0932\u092c\u094d\u0927 \u0905\u0938\u0942 \u0936\u0915\u0924\u093e\u0924.<\/em><\/p>\n<hr \/>\n<h1><em><strong>Data Analytics \u092e\u0927\u0940\u0932 \u092a\u094d\u0930\u092e\u0941\u0916 \u0935\u093f\u0937\u092f<\/strong><\/em><\/h1>\n<p><em>\u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u0902\u0928\u093e \u092a\u0941\u0922\u0940\u0932 \u0935\u093f\u0937\u092f \u0936\u093f\u0915\u0924\u093e \u092f\u0947\u0924\u093e\u0924:<\/em><\/p>\n<ul>\n<li><em>Introduction to Data Analytics<\/em><\/li>\n<li><em>Data Collection<\/em><\/li>\n<li><em>Data Cleaning<\/em><\/li>\n<li><em>Data Transformation<\/em><\/li>\n<li><em>Data Analysis<\/em><\/li>\n<li><em>Business Statistics<\/em><\/li>\n<li><em>Descriptive Statistics<\/em><\/li>\n<li><em>Probability Basics<\/em><\/li>\n<li><em>Correlation<\/em><\/li>\n<li><em>Regression Basics<\/em><\/li>\n<li><em>Microsoft Excel<\/em><\/li>\n<li><em>Advanced Excel<\/em><\/li>\n<li><em>SQL<\/em><\/li>\n<li><em>Database Fundamentals<\/em><\/li>\n<li><em>Power BI<\/em><\/li>\n<li><em>Tableau<\/em><\/li>\n<li><em>Data Visualization<\/em><\/li>\n<li><em>Dashboard Development<\/em><\/li>\n<li><em>Python for Data Analysis<\/em><\/li>\n<li><em>Pandas<\/em><\/li>\n<li><em>NumPy<\/em><\/li>\n<li><em>Matplotlib<\/em><\/li>\n<li><em>Business Intelligence<\/em><\/li>\n<li><em>Predictive Analytics Basics<\/em><\/li>\n<li><em>Business Reporting<\/em><\/li>\n<li><em>Data Interpretation<\/em><\/li>\n<\/ul>\n<hr \/>\n<h1><em><strong>Excel \u091a\u0947 \u092e\u0939\u0924\u094d\u0924\u094d\u0935<\/strong><\/em><\/h1>\n<p><em>Data Analytics \u0936\u093f\u0915\u0923\u093e\u0931\u094d\u092f\u093e \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u0902\u0938\u093e\u0920\u0940 <strong>Microsoft Excel<\/strong> \u0939\u0947 \u0938\u0941\u0930\u0941\u0935\u093e\u0924\u0940\u091a\u094d\u092f\u093e \u091f\u092a\u094d\u092a\u094d\u092f\u093e\u0935\u0930 \u0905\u0924\u094d\u092f\u0902\u0924 \u092e\u0939\u0924\u094d\u0924\u094d\u0935\u093e\u091a\u0947 \u0938\u093e\u0927\u0928 \u0906\u0939\u0947.<\/em><\/p>\n<p><em>Advanced Excel \u092e\u0927\u094d\u092f\u0947:<\/em><\/p>\n<ul>\n<li><em>Pivot Table<\/em><\/li>\n<li><em>Pivot Chart<\/em><\/li>\n<li><em>XLOOKUP<\/em><\/li>\n<li><em>INDEX-MATCH<\/em><\/li>\n<li><em>SUMIFS<\/em><\/li>\n<li><em>COUNTIFS<\/em><\/li>\n<li><em>IF Functions<\/em><\/li>\n<li><em>Conditional Formatting<\/em><\/li>\n<li><em>Data Validation<\/em><\/li>\n<li><em>Charts<\/em><\/li>\n<li><em>Data Cleaning<\/em><\/li>\n<li><em>What-If Analysis<\/em><\/li>\n<\/ul>\n<p><em>\u092f\u093e\u0902\u0938\u093e\u0930\u0916\u0940 \u0915\u094c\u0936\u0932\u094d\u092f\u0947 \u0935\u093f\u0915\u0938\u093f\u0924 \u0915\u0930\u0924\u093e \u092f\u0947\u0924\u093e\u0924.<\/em><\/p>\n<p><em>Commerce \u0906\u0923\u093f Finance \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u0902\u0938\u093e\u0920\u0940 Excel \u0935\u093f\u0936\u0947\u0937 \u0909\u092a\u092f\u0941\u0915\u094d\u0924 \u0920\u0930\u0942 \u0936\u0915\u0924\u0947.<\/em><\/p>\n<hr \/>\n<h1><em><strong>SQL \u092e\u094d\u0939\u0923\u091c\u0947 \u0915\u093e\u092f?<\/strong><\/em><\/h1>\n<p><em>\u092e\u094b\u0920\u094d\u092f\u093e \u0921\u0947\u091f\u093e\u092c\u0947\u0938\u092e\u0927\u0942\u0928 \u0906\u0935\u0936\u094d\u092f\u0915 \u092e\u093e\u0939\u093f\u0924\u0940 \u092e\u093f\u0933\u0935\u0923\u094d\u092f\u093e\u0938\u093e\u0920\u0940 <strong>SQL \u2013 Structured Query Language<\/strong> \u0935\u093e\u092a\u0930\u0932\u0940 \u091c\u093e\u0924\u0947.<\/em><\/p>\n<p><em>Data Analyst \u0938\u093e\u0920\u0940 SQL \u091a\u0947 \u091c\u094d\u091e\u093e\u0928 \u092e\u0939\u0924\u094d\u0924\u094d\u0935\u093e\u091a\u0947 \u0920\u0930\u0942 \u0936\u0915\u0924\u0947.<\/em><\/p>\n<p><em>\u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u0902\u0928\u0940 \u092a\u0941\u0922\u0940\u0932 SQL \u0938\u0902\u0915\u0932\u094d\u092a\u0928\u093e \u0936\u093f\u0915\u0923\u0947 \u092b\u093e\u092f\u0926\u0947\u0936\u0940\u0930 \u0906\u0939\u0947:<\/em><\/p>\n<ul>\n<li><em>SELECT<\/em><\/li>\n<li><em>WHERE<\/em><\/li>\n<li><em>ORDER BY<\/em><\/li>\n<li><em>GROUP BY<\/em><\/li>\n<li><em>JOIN<\/em><\/li>\n<li><em>Aggregate Functions<\/em><\/li>\n<li><em>CASE<\/em><\/li>\n<li><em>Subqueries<\/em><\/li>\n<li><em>Data Filtering<\/em><\/li>\n<\/ul>\n<p><em>SQL \u092e\u0941\u0933\u0947 \u0921\u0947\u091f\u093e\u092c\u0947\u0938\u092e\u0927\u0942\u0928 \u0935\u093f\u0936\u093f\u0937\u094d\u091f \u092e\u093e\u0939\u093f\u0924\u0940 \u0936\u094b\u0927\u0923\u0947 \u0906\u0923\u093f \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923\u093e\u0938\u093e\u0920\u0940 Data \u0924\u092f\u093e\u0930 \u0915\u0930\u0923\u0947 \u0936\u0915\u094d\u092f \u0939\u094b\u0924\u0947.<\/em><\/p>\n<hr \/>\n<h1><em><strong>Power BI \u0906\u0923\u093f Tableau \u091a\u0947 \u092e\u0939\u0924\u094d\u0924\u094d\u0935<\/strong><\/em><\/h1>\n<p><em>Data Analysis \u091a\u0947 \u092a\u0930\u093f\u0923\u093e\u092e \u0938\u092e\u091c\u0923\u094d\u092f\u093e\u0938 \u0938\u094b\u092a\u094d\u092f\u093e \u092a\u0926\u094d\u0927\u0924\u0940\u0928\u0947 \u0926\u093e\u0916\u0935\u0923\u094d\u092f\u093e\u0938\u093e\u0920\u0940 Data Visualization Tools \u0935\u093e\u092a\u0930\u0932\u0947 \u091c\u093e\u0924\u093e\u0924.<\/em><\/p>\n<p><em><strong>Power BI<\/strong> \u0906\u0923\u093f <strong>Tableau<\/strong> \u091a\u094d\u092f\u093e \u092e\u0926\u0924\u0940\u0928\u0947:<\/em><\/p>\n<ul>\n<li><em>Interactive Dashboards<\/em><\/li>\n<li><em>Charts<\/em><\/li>\n<li><em>Graphs<\/em><\/li>\n<li><em>KPI Reports<\/em><\/li>\n<li><em>Sales Reports<\/em><\/li>\n<li><em>Financial Reports<\/em><\/li>\n<li><em>Customer Analytics<\/em><\/li>\n<li><em>Management Dashboards<\/em><\/li>\n<\/ul>\n<p><em>\u0924\u092f\u093e\u0930 \u0915\u0930\u0924\u093e \u092f\u0947\u0924\u093e\u0924.<\/em><\/p>\n<hr \/>\n<h1><em><strong>Python \u091a\u0947 \u092e\u0939\u0924\u094d\u0924\u094d\u0935<\/strong><\/em><\/h1>\n<p><em>Advanced Data Analytics \u092e\u0927\u094d\u092f\u0947 Python \u0939\u0947 \u0932\u094b\u0915\u092a\u094d\u0930\u093f\u092f Programming Language \u0906\u0939\u0947.<\/em><\/p>\n<p><em>Python \u091a\u094d\u092f\u093e \u092e\u0926\u0924\u0940\u0928\u0947:<\/em><\/p>\n<ul>\n<li><em>Data Cleaning<\/em><\/li>\n<li><em>Data Processing<\/em><\/li>\n<li><em>Statistical Analysis<\/em><\/li>\n<li><em>Data Visualization<\/em><\/li>\n<li><em>Automation<\/em><\/li>\n<li><em>Predictive Analytics<\/em><\/li>\n<\/ul>\n<p><em>\u092f\u093e\u0902\u0938\u093e\u0930\u0916\u0940 \u0915\u093e\u092e\u0947 \u0915\u0930\u0924\u093e \u092f\u0947\u0924\u093e\u0924.<\/em><\/p>\n<p><em>Data Analytics \u0938\u093e\u0920\u0940 \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u0902\u0928\u0940 \u0935\u093f\u0936\u0947\u0937\u0924\u0903 <strong>Pandas, NumPy \u0906\u0923\u093f Matplotlib<\/strong> \u092f\u093e\u0902\u0938\u093e\u0930\u0916\u094d\u092f\u093e Libraries \u091a\u0940 \u092e\u0942\u0932\u092d\u0942\u0924 \u092e\u093e\u0939\u093f\u0924\u0940 \u0918\u0947\u0923\u0947 \u092b\u093e\u092f\u0926\u0947\u0936\u0940\u0930 \u0920\u0930\u0924\u0947.<\/em><\/p>\n<hr \/>\n<h1><em><strong>Statistics \u091a\u0947 \u092e\u0939\u0924\u094d\u0924\u094d\u0935<\/strong><\/em><\/h1>\n<p><em>Data Analytics \u092e\u0927\u094d\u092f\u0947 Statistics \u0939\u093e \u092e\u0939\u0924\u094d\u0924\u094d\u0935\u093e\u091a\u093e \u0906\u0927\u093e\u0930 \u0906\u0939\u0947.<\/em><\/p>\n<p><em>\u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u0902\u0928\u093e \u092a\u0941\u0922\u0940\u0932 \u0938\u0902\u0915\u0932\u094d\u092a\u0928\u093e \u0938\u092e\u091c\u0942\u0928 \u0918\u0947\u0923\u0947 \u0909\u092a\u092f\u0941\u0915\u094d\u0924 \u0920\u0930\u0924\u0947:<\/em><\/p>\n<ul>\n<li><em>Mean<\/em><\/li>\n<li><em>Median<\/em><\/li>\n<li><em>Mode<\/em><\/li>\n<li><em>Range<\/em><\/li>\n<li><em>Standard Deviation<\/em><\/li>\n<li><em>Probability<\/em><\/li>\n<li><em>Correlation<\/em><\/li>\n<li><em>Regression<\/em><\/li>\n<li><em>Distribution<\/em><\/li>\n<li><em>Sampling<\/em><\/li>\n<\/ul>\n<p><em>Statistics \u092e\u0941\u0933\u0947 \u0921\u0947\u091f\u093e\u092e\u0927\u0940\u0932 Trends \u0906\u0923\u093f Relationships \u0938\u092e\u091c\u0923\u094d\u092f\u093e\u0938 \u092e\u0926\u0924 \u0939\u094b\u0924\u0947.<\/em><\/p>\n<hr \/>\n<h1><em><strong>Data Cleaning \u092e\u094d\u0939\u0923\u091c\u0947 \u0915\u093e\u092f?<\/strong><\/em><\/h1>\n<p><em>Raw Data \u0905\u0928\u0947\u0915\u0926\u093e \u0905\u092a\u0942\u0930\u094d\u0923 \u0915\u093f\u0902\u0935\u093e \u091a\u0941\u0915\u0940\u091a\u094d\u092f\u093e \u0938\u094d\u0935\u0930\u0942\u092a\u093e\u0924 \u0905\u0938\u0942 \u0936\u0915\u0924\u094b.<\/em><\/p>\n<p><em>\u0909\u0926\u093e\u0939\u0930\u0923\u093e\u0930\u094d\u0925:<\/em><\/p>\n<ul>\n<li><em>Duplicate Records<\/em><\/li>\n<li><em>Missing Values<\/em><\/li>\n<li><em>\u091a\u0941\u0915\u0940\u091a\u0947 Data Types<\/em><\/li>\n<li><em>Spelling Errors<\/em><\/li>\n<li><em>Inconsistent Formats<\/em><\/li>\n<li><em>Unwanted Data<\/em><\/li>\n<\/ul>\n<p><em>\u0939\u0947 \u0935\u094d\u092f\u0935\u0938\u094d\u0925\u093f\u0924 \u0915\u0930\u0942\u0928 Analysis \u0938\u093e\u0920\u0940 \u092f\u094b\u0917\u094d\u092f \u0938\u094d\u0935\u0930\u0942\u092a\u093e\u0924 \u0906\u0923\u0923\u094d\u092f\u093e\u091a\u094d\u092f\u093e \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u0947\u0932\u093e <strong>Data Cleaning<\/strong> \u092e\u094d\u0939\u0923\u0924\u093e\u0924.<\/em><\/p>\n<p><em>Data Cleaning \u0939\u0940 Data Analytics \u092e\u0927\u0940\u0932 \u0905\u0924\u094d\u092f\u0902\u0924 \u092e\u0939\u0924\u094d\u0924\u094d\u0935\u093e\u091a\u0940 \u092a\u093e\u092f\u0930\u0940 \u0906\u0939\u0947.<\/em><\/p>\n<hr \/>\n<h1><em><strong>Data Visualization \u092e\u094d\u0939\u0923\u091c\u0947 \u0915\u093e\u092f?<\/strong><\/em><\/h1>\n<p><em>\u0921\u0947\u091f\u093e\u092e\u0927\u0940\u0932 \u092e\u093e\u0939\u093f\u0924\u0940 Charts, Graphs \u0906\u0923\u093f Dashboards \u091a\u094d\u092f\u093e \u0938\u094d\u0935\u0930\u0942\u092a\u093e\u0924 \u0938\u093e\u0926\u0930 \u0915\u0930\u0923\u094d\u092f\u093e\u0932\u093e <strong>Data Visualization<\/strong> \u092e\u094d\u0939\u0923\u0924\u093e\u0924.<\/em><\/p>\n<p><em>\u0909\u0926\u093e\u0939\u0930\u0923\u093e\u0930\u094d\u0925:<\/em><\/p>\n<ul>\n<li><em>Bar Chart<\/em><\/li>\n<li><em>Line Chart<\/em><\/li>\n<li><em>Pie Chart<\/em><\/li>\n<li><em>Scatter Plot<\/em><\/li>\n<li><em>Maps<\/em><\/li>\n<li><em>KPI Cards<\/em><\/li>\n<li><em>Interactive Dashboard<\/em><\/li>\n<\/ul>\n<p><em>\u092f\u093e\u092e\u0941\u0933\u0947 \u092e\u094b\u0920\u094d\u092f\u093e \u092a\u094d\u0930\u092e\u093e\u0923\u093e\u0924\u0940\u0932 \u0921\u0947\u091f\u093e \u0938\u0939\u091c \u0938\u092e\u091c\u0923\u094d\u092f\u093e\u0938 \u092e\u0926\u0924 \u0939\u094b\u0924\u0947.<\/em><\/p>\n<hr \/>\n<h1><em><strong>Data Analyst \u0915\u093e\u092f \u0915\u093e\u092e \u0915\u0930\u0924\u094b?<\/strong><\/em><\/h1>\n<p><em>Data Analyst \u091a\u0940 \u0915\u093e\u092e\u0947 \u0915\u0902\u092a\u0928\u0940 \u0906\u0923\u093f Job Role \u0928\u0941\u0938\u093e\u0930 \u092c\u0926\u0932\u0942 \u0936\u0915\u0924\u093e\u0924.<\/em><\/p>\n<p><em>\u0938\u093e\u092e\u093e\u0928\u094d\u092f\u0924\u0903 Data Analyst:<\/em><\/p>\n<ul>\n<li><em>Data Collect \u0915\u0930\u0924\u094b<\/em><\/li>\n<li><em>Data Clean \u0915\u0930\u0924\u094b<\/em><\/li>\n<li><em>Database \u092e\u0927\u0942\u0928 \u092e\u093e\u0939\u093f\u0924\u0940 \u092e\u093f\u0933\u0935\u0924\u094b<\/em><\/li>\n<li><em>Data Analyze \u0915\u0930\u0924\u094b<\/em><\/li>\n<li><em>Reports \u0924\u092f\u093e\u0930 \u0915\u0930\u0924\u094b<\/em><\/li>\n<li><em>Dashboards \u0924\u092f\u093e\u0930 \u0915\u0930\u0924\u094b<\/em><\/li>\n<li><em>Trends \u0936\u094b\u0927\u0924\u094b<\/em><\/li>\n<li><em>Business Insights \u0924\u092f\u093e\u0930 \u0915\u0930\u0924\u094b<\/em><\/li>\n<li><em>Management \u0932\u093e Analysis \u0938\u093e\u0926\u0930 \u0915\u0930\u0924\u094b<\/em><\/li>\n<li><em>Business Problems \u0938\u092e\u091c\u0942\u0928 \u0918\u0947\u0923\u094d\u092f\u093e\u0938 \u092e\u0926\u0924 \u0915\u0930\u0924\u094b<\/em><\/li>\n<\/ul>\n<hr \/>\n<h1><em><strong>Practical Projects \u091a\u0947 \u092e\u0939\u0924\u094d\u0924\u094d\u0935<\/strong><\/em><\/h1>\n<p><em>Data Analytics \u0936\u093f\u0915\u0924\u093e\u0928\u093e Practical Projects \u0915\u0930\u0923\u0947 \u0905\u0924\u094d\u092f\u0902\u0924 \u092e\u0939\u0924\u094d\u0924\u094d\u0935\u093e\u091a\u0947 \u0906\u0939\u0947.<\/em><\/p>\n<h3><em><strong>1. Sales Analytics Project<\/strong><\/em><\/h3>\n<p><em>Monthly Sales, Product Performance \u0906\u0923\u093f Regional Sales \u091a\u0947 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923.<\/em><\/p>\n<h3><em><strong>2. Customer Analytics Project<\/strong><\/em><\/h3>\n<p><em>\u0917\u094d\u0930\u093e\u0939\u0915\u093e\u0902\u091a\u094d\u092f\u093e \u0916\u0930\u0947\u0926\u0940\u091a\u094d\u092f\u093e \u092a\u0926\u094d\u0927\u0924\u0940\u0902\u091a\u093e \u0905\u092d\u094d\u092f\u093e\u0938.<\/em><\/p>\n<h3><em><strong>3. Financial Analytics Project<\/strong><\/em><\/h3>\n<p><em>Revenue, Expenses \u0906\u0923\u093f Profit \u091a\u0947 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923.<\/em><\/p>\n<h3><em><strong>4. HR Analytics Project<\/strong><\/em><\/h3>\n<p><em>Employee Data, Attendance \u0906\u0923\u093f Department Analysis.<\/em><\/p>\n<h3><em><strong>5. E-Commerce Analytics Project<\/strong><\/em><\/h3>\n<p><em>Orders, Revenue, Customers \u0906\u0923\u093f Product Performance \u091a\u0947 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923.<\/em><\/p>\n<h3><em><strong>6. Marketing Analytics Project<\/strong><\/em><\/h3>\n<p><em>Marketing Campaign, Leads \u0906\u0923\u093f Conversion Rate \u091a\u0947 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923.<\/em><\/p>\n<p><em>\u0905\u0936\u093e Projects \u092e\u0941\u0933\u0947 \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u0902\u0928\u093e \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 Data Problems \u0938\u092e\u091c\u0924\u093e\u0924 \u0906\u0923\u093f Portfolio \u0924\u092f\u093e\u0930 \u0915\u0930\u0924\u093e \u092f\u0947\u0924\u094b.<\/em><\/p>\n<hr \/>\n<h1><em><strong>Data Analytics \u092e\u0927\u094d\u092f\u0947 \u0915\u0930\u093f\u0905\u0930\u091a\u094d\u092f\u093e \u0938\u0902\u0927\u0940<\/strong><\/em><\/h1>\n<p><em>Data Analytics \u0915\u094c\u0936\u0932\u094d\u092f\u0947 \u0935\u093f\u0915\u0938\u093f\u0924 \u0915\u0947\u0932\u094d\u092f\u093e\u0928\u0902\u0924\u0930 \u092a\u0941\u0922\u0940\u0932 Job Roles \u0909\u092a\u0932\u092c\u094d\u0927 \u0905\u0938\u0942 \u0936\u0915\u0924\u093e\u0924:<\/em><\/p>\n<ul>\n<li><em>Data Analyst<\/em><\/li>\n<li><em>Junior Data Analyst<\/em><\/li>\n<li><em>Business Analyst<\/em><\/li>\n<li><em>Business Intelligence Analyst<\/em><\/li>\n<li><em>Reporting Analyst<\/em><\/li>\n<li><em>MIS Analyst<\/em><\/li>\n<li><em>Marketing Analyst<\/em><\/li>\n<li><em>Sales Analyst<\/em><\/li>\n<li><em>Financial Analyst<\/em><\/li>\n<li><em>Operations Analyst<\/em><\/li>\n<li><em>Customer Analytics Analyst<\/em><\/li>\n<li><em>Data Visualization Analyst<\/em><\/li>\n<li><em>Analytics Consultant<\/em><\/li>\n<li><em>BI Executive<\/em><\/li>\n<\/ul>\n<p><em>Job Role \u0928\u0941\u0938\u093e\u0930 \u0906\u0935\u0936\u094d\u092f\u0915 Skills \u0906\u0923\u093f \u0936\u0948\u0915\u094d\u0937\u0923\u093f\u0915 \u092a\u093e\u0924\u094d\u0930\u0924\u093e \u092c\u0926\u0932\u0942 \u0936\u0915\u0924\u0947.<\/em><\/p>\n<hr \/>\n<h1><em><strong>\u0915\u094b\u0923\u0924\u094d\u092f\u093e \u0909\u0926\u094d\u092f\u094b\u0917\u093e\u0902\u092e\u0927\u094d\u092f\u0947 Data Analytics \u091a\u0940 \u092e\u093e\u0917\u0923\u0940 \u0906\u0939\u0947?<\/strong><\/em><\/h1>\n<p><em>Data Analytics \u091a\u093e \u0935\u093e\u092a\u0930 \u091c\u0935\u0933\u092a\u093e\u0938 \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u092e\u094b\u0920\u094d\u092f\u093e \u0909\u0926\u094d\u092f\u094b\u0917\u093e\u0924 \u0915\u0947\u0932\u093e \u091c\u093e\u0924\u094b.<\/em><\/p>\n<h3><em><strong>Banking &amp; Finance<\/strong><\/em><\/h3>\n<ul>\n<li><em>Customer Analytics<\/em><\/li>\n<li><em>Financial Reporting<\/em><\/li>\n<li><em>Risk Analysis<\/em><\/li>\n<li><em>Fraud Analysis<\/em><\/li>\n<\/ul>\n<h3><em><strong>Retail<\/strong><\/em><\/h3>\n<ul>\n<li><em>Sales Analytics<\/em><\/li>\n<li><em>Customer Behaviour<\/em><\/li>\n<li><em>Product Analysis<\/em><\/li>\n<li><em>Inventory Analytics<\/em><\/li>\n<\/ul>\n<h3><em><strong>E-Commerce<\/strong><\/em><\/h3>\n<ul>\n<li><em>Customer Journey<\/em><\/li>\n<li><em>Product Performance<\/em><\/li>\n<li><em>Order Analytics<\/em><\/li>\n<li><em>Marketing Analytics<\/em><\/li>\n<\/ul>\n<h3><em><strong>Manufacturing<\/strong><\/em><\/h3>\n<ul>\n<li><em>Production Analytics<\/em><\/li>\n<li><em>Quality Analysis<\/em><\/li>\n<li><em>Supply Chain Analytics<\/em><\/li>\n<li><em>Inventory Analysis<\/em><\/li>\n<\/ul>\n<h3><em><strong>Healthcare<\/strong><\/em><\/h3>\n<ul>\n<li><em>Operational Analytics<\/em><\/li>\n<li><em>Resource Planning<\/em><\/li>\n<li><em>Service Analytics<\/em><\/li>\n<\/ul>\n<h3><em><strong>IT \u0906\u0923\u093f Consulting<\/strong><\/em><\/h3>\n<ul>\n<li><em>Business Intelligence<\/em><\/li>\n<li><em>Client Reporting<\/em><\/li>\n<li><em>Data Analytics<\/em><\/li>\n<li><em>Business Consulting<\/em><\/li>\n<\/ul>\n<hr \/>\n<h1><em><strong>Commerce \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u0902\u0938\u093e\u0920\u0940 Data Analytics<\/strong><\/em><\/h1>\n<p><em>Commerce \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u0902\u0938\u093e\u0920\u0940 Data Analytics \u0939\u093e \u0909\u092a\u092f\u0941\u0915\u094d\u0924 Career Skill \u0920\u0930\u0942 \u0936\u0915\u0924\u094b.<\/em><\/p>\n<p><em>B.Com. \u092e\u0927\u094d\u092f\u0947:<\/em><\/p>\n<ul>\n<li><em>Accounting<\/em><\/li>\n<li><em>Finance<\/em><\/li>\n<li><em>Economics<\/em><\/li>\n<li><em>Business Management<\/em><\/li>\n<li><em>Statistics<\/em><\/li>\n<\/ul>\n<p><em>\u092f\u093e\u0902\u0938\u093e\u0930\u0916\u094d\u092f\u093e \u0935\u093f\u0937\u092f\u093e\u0902\u091a\u0940 \u092a\u093e\u0930\u094d\u0936\u094d\u0935\u092d\u0942\u092e\u0940 \u092e\u093f\u0933\u0924\u0947.<\/em><\/p>\n<p><em>\u0924\u094d\u092f\u093e\u0935\u0930:<\/em><\/p>\n<p><em><strong>Excel + SQL + Power BI + Statistics + Data Analytics<\/strong><\/em><\/p>\n<p><em>\u092f\u093e\u0902\u0938\u093e\u0930\u0916\u0940 \u0915\u094c\u0936\u0932\u094d\u092f\u0947 \u091c\u094b\u0921\u0932\u094d\u092f\u093e\u0938 \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u0902\u0928\u093e Finance Analytics, MIS, Business Intelligence, Sales Analytics \u0906\u0923\u093f Business Analysis \u092f\u093e\u0902\u0938\u093e\u0930\u0916\u094d\u092f\u093e \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u093e\u0902\u092e\u0927\u094d\u092f\u0947 \u0915\u0930\u093f\u0905\u0930\u091a\u094d\u092f\u093e \u0935\u093f\u0935\u093f\u0927 \u0936\u0915\u094d\u092f\u0924\u093e \u0936\u094b\u0927\u0924\u093e \u092f\u0947\u0924\u093e\u0924.<\/em><\/p>\n<hr \/>\n<h1><em><strong>Data Analytics \u0906\u0923\u093f Artificial Intelligence<\/strong><\/em><\/h1>\n<p><em>Artificial Intelligence \u0906\u0923\u093f Machine Learning \u091a\u094d\u092f\u093e \u0935\u093e\u0922\u0924\u094d\u092f\u093e \u0935\u093e\u092a\u0930\u093e\u092e\u0941\u0933\u0947 Data Analytics \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u093e\u092e\u0927\u094d\u092f\u0947\u0939\u0940 \u092c\u0926\u0932 \u0939\u094b\u0924 \u0906\u0939\u0947\u0924.<\/em><\/p>\n<p><em>AI \u091a\u094d\u092f\u093e \u092e\u0926\u0924\u0940\u0928\u0947:<\/em><\/p>\n<ul>\n<li><em>Automated Data Analysis<\/em><\/li>\n<li><em>Predictive Analytics<\/em><\/li>\n<li><em>Forecasting<\/em><\/li>\n<li><em>Customer Behaviour Analysis<\/em><\/li>\n<li><em>Fraud Detection<\/em><\/li>\n<li><em>Automated Reporting<\/em><\/li>\n<\/ul>\n<p><em>\u092f\u093e\u0902\u0938\u093e\u0930\u0916\u094d\u092f\u093e \u0915\u093e\u092e\u093e\u0902\u092e\u0927\u094d\u092f\u0947 \u0928\u0935\u0940\u0928 \u092a\u0926\u094d\u0927\u0924\u0940 \u0935\u093f\u0915\u0938\u093f\u0924 \u0939\u094b\u0924 \u0906\u0939\u0947\u0924.<\/em><\/p>\n<p><em>\u092e\u093e\u0924\u094d\u0930 AI Tools \u0935\u093e\u092a\u0930\u0924\u093e\u0928\u093e Data Quality, Privacy, Security \u0906\u0923\u093f Business Context \u092f\u093e\u0902\u091a\u093e \u0935\u093f\u091a\u093e\u0930 \u0915\u0930\u0923\u0947 \u0906\u0935\u0936\u094d\u092f\u0915 \u0906\u0939\u0947.<\/em><\/p>\n<hr \/>\n<h1><em><strong>Data Analytics Certification<\/strong><\/em><\/h1>\n<p><em>Data Analytics Course \u092a\u0942\u0930\u094d\u0923 \u0915\u0947\u0932\u094d\u092f\u093e\u0928\u0902\u0924\u0930 Certificate \u092e\u093f\u0933\u0935\u0923\u0947 Resume \u0938\u093e\u0920\u0940 \u0909\u092a\u092f\u0941\u0915\u094d\u0924 \u0920\u0930\u0942 \u0936\u0915\u0924\u0947.<\/em><\/p>\n<p><em>\u092a\u0930\u0902\u0924\u0941 \u0915\u0947\u0935\u0933 Certificate \u092a\u0947\u0915\u094d\u0937\u093e \u0916\u093e\u0932\u0940\u0932 \u092c\u093e\u092c\u0940 \u0905\u0927\u093f\u0915 \u092e\u0939\u0924\u094d\u0924\u094d\u0935\u093e\u091a\u094d\u092f\u093e \u0920\u0930\u0942 \u0936\u0915\u0924\u093e\u0924:<\/em><\/p>\n<ul>\n<li><em>Practical Skills<\/em><\/li>\n<li><em>Real-world Projects<\/em><\/li>\n<li><em>Portfolio<\/em><\/li>\n<li><em>Excel Skills<\/em><\/li>\n<li><em>SQL Skills<\/em><\/li>\n<li><em>Power BI Skills<\/em><\/li>\n<li><em>Statistics<\/em><\/li>\n<li><em>Problem Solving<\/em><\/li>\n<li><em>Communication Skills<\/em><\/li>\n<\/ul>\n<p><em>Course \u0928\u093f\u0935\u0921\u0924\u093e\u0928\u093e Training \u091a\u0940 \u0917\u0941\u0923\u0935\u0924\u094d\u0924\u093e \u0906\u0923\u093f Practical Curriculum \u0924\u092a\u093e\u0938\u0923\u0947 \u092e\u0939\u0924\u094d\u0924\u094d\u0935\u093e\u091a\u0947 \u0906\u0939\u0947.<\/em><\/p>\n<hr \/>\n<h1><em><strong>Freelancing \u0906\u0923\u093f \u0938\u094d\u0935\u092f\u0902\u0930\u094b\u091c\u0917\u093e\u0930<\/strong><\/em><\/h1>\n<p><em>Data Analytics \u0915\u094c\u0936\u0932\u094d\u092f\u093e\u0902\u091a\u094d\u092f\u093e \u0906\u0927\u093e\u0930\u0947 Freelancing \u0915\u093f\u0902\u0935\u093e Consulting Services \u0926\u0947\u0923\u094d\u092f\u093e\u091a\u0940 \u0936\u0915\u094d\u092f\u0924\u093e \u0906\u0939\u0947.<\/em><\/p>\n<p><em>\u0909\u0926\u093e\u0939\u0930\u0923\u093e\u0930\u094d\u0925:<\/em><\/p>\n<ul>\n<li><em>Excel Dashboard<\/em><\/li>\n<li><em>Power BI Dashboard<\/em><\/li>\n<li><em>Data Cleaning<\/em><\/li>\n<li><em>Sales Analysis<\/em><\/li>\n<li><em>Business Reports<\/em><\/li>\n<li><em>MIS Reports<\/em><\/li>\n<li><em>Data Visualization<\/em><\/li>\n<li><em>Customer Analysis<\/em><\/li>\n<li><em>Business Analytics<\/em><\/li>\n<li><em>Reporting Automation<\/em><\/li>\n<\/ul>\n<p><em>\u0917\u094d\u0930\u093e\u0939\u0915\u093e\u0902\u091a\u094d\u092f\u093e \u0921\u0947\u091f\u093e\u0938\u094b\u092c\u0924 \u0915\u093e\u092e \u0915\u0930\u0924\u093e\u0928\u093e Confidentiality \u0906\u0923\u093f Data Privacy \u091a\u0947 \u0928\u093f\u092f\u092e \u092a\u093e\u0933\u0923\u0947 \u0906\u0935\u0936\u094d\u092f\u0915 \u0906\u0939\u0947.<\/em><\/p>\n<hr \/>\n<h1><em><strong>Data Analytics Course \u091a\u0940 \u092b\u0940<\/strong><\/em><\/h1>\n<p><em>Course \u091a\u0940 \u092b\u0940 \u0938\u0902\u0938\u094d\u0925\u093e, \u0915\u093e\u0932\u093e\u0935\u0927\u0940, Training Level \u0906\u0923\u093f Practical Components \u092f\u093e\u0935\u0930 \u0905\u0935\u0932\u0902\u092c\u0942\u0928 \u092c\u0926\u0932\u0924\u0947.<\/em><\/p>\n<p><em>Basic Courses \u0924\u0941\u0932\u0928\u0947\u0928\u0947 \u0915\u092e\u0940 \u0916\u0930\u094d\u091a\u093e\u0924 \u0909\u092a\u0932\u092c\u094d\u0927 \u0939\u094b\u090a \u0936\u0915\u0924\u093e\u0924, \u0924\u0930 Advanced Professional Programs \u091a\u0940 \u092b\u0940 \u0905\u0927\u093f\u0915 \u0905\u0938\u0942 \u0936\u0915\u0924\u0947.<\/em><\/p>\n<p><em>\u092a\u094d\u0930\u0935\u0947\u0936 \u0918\u0947\u0923\u094d\u092f\u093e\u092a\u0942\u0930\u094d\u0935\u0940:<\/em><\/p>\n<ul>\n<li><em>Course Curriculum<\/em><\/li>\n<li><em>Practical Projects<\/em><\/li>\n<li><em>Software Training<\/em><\/li>\n<li><em>Trainer Experience<\/em><\/li>\n<li><em>Certification<\/em><\/li>\n<li><em>Placement Support<\/em><\/li>\n<li><em>Course Duration<\/em><\/li>\n<\/ul>\n<p><em>\u092f\u093e\u0902\u091a\u0940 \u0924\u0941\u0932\u0928\u093e \u0915\u0930\u0923\u0947 \u092f\u094b\u0917\u094d\u092f \u0920\u0930\u0947\u0932.<\/em><\/p>\n<hr \/>\n<h1><em><strong>Data Analyst \u0939\u094b\u0923\u094d\u092f\u093e\u0938\u093e\u0920\u0940 Career Roadmap<\/strong><\/em><\/h1>\n<p><em>\u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u0940 \u0916\u093e\u0932\u0940\u0932 \u0915\u094d\u0930\u092e\u093e\u0928\u0947 \u0915\u094c\u0936\u0932\u094d\u092f\u0947 \u0935\u093f\u0915\u0938\u093f\u0924 \u0915\u0930\u0942 \u0936\u0915\u0924\u093e\u0924:<\/em><\/p>\n<p><em><strong>Step 1:<\/strong> Basic Computer Skills<\/em><br \/>\n<em>\u2193<\/em><br \/>\n<em><strong>Step 2:<\/strong> Excel<\/em><br \/>\n<em>\u2193<\/em><br \/>\n<em><strong>Step 3:<\/strong> Advanced Excel<\/em><br \/>\n<em>\u2193<\/em><br \/>\n<em><strong>Step 4:<\/strong> Statistics<\/em><br \/>\n<em>\u2193<\/em><br \/>\n<em><strong>Step 5:<\/strong> SQL<\/em><br \/>\n<em>\u2193<\/em><br \/>\n<em><strong>Step 6:<\/strong> Data Cleaning<\/em><br \/>\n<em>\u2193<\/em><br \/>\n<em><strong>Step 7:<\/strong> Power BI \/ Tableau<\/em><br \/>\n<em>\u2193<\/em><br \/>\n<em><strong>Step 8:<\/strong> Python Basics<\/em><br \/>\n<em>\u2193<\/em><br \/>\n<em><strong>Step 9:<\/strong> Practical Projects<\/em><br \/>\n<em>\u2193<\/em><br \/>\n<em><strong>Step 10:<\/strong> Portfolio \u0906\u0923\u093f Job Preparation<\/em><\/p>\n<p><em>\u092f\u093e \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u0947\u092e\u0941\u0933\u0947 Data Analytics \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u093e\u0924\u0940\u0932 \u0906\u0935\u0936\u094d\u092f\u0915 \u092e\u0942\u0932\u092d\u0942\u0924 \u0915\u094c\u0936\u0932\u094d\u092f\u093e\u0902\u091a\u093e \u092e\u091c\u092c\u0942\u0924 \u092a\u093e\u092f\u093e \u0924\u092f\u093e\u0930 \u0915\u0930\u0924\u093e \u092f\u0947\u0924\u094b.<\/em><\/p>\n<hr \/>\n<h1><em><strong>Data Analytics \u0936\u093f\u0915\u0923\u094d\u092f\u093e\u091a\u0947 \u092b\u093e\u092f\u0926\u0947<\/strong><\/em><\/h1>\n<ul>\n<li><em>\u0935\u093f\u0935\u093f\u0927 \u0909\u0926\u094d\u092f\u094b\u0917\u093e\u0902\u092e\u0927\u094d\u092f\u0947 Career Opportunities<\/em><\/li>\n<li><em>Data-Driven Decision Making \u091a\u0940 \u0938\u092e\u091c<\/em><\/li>\n<li><em>Excel \u0906\u0923\u093f SQL \u0938\u093e\u0930\u0916\u0940 \u092e\u0939\u0924\u094d\u0924\u094d\u0935\u093e\u091a\u0940 Skills<\/em><\/li>\n<li><em>Power BI \u0906\u0923\u093f Tableau \u091a\u0947 \u091c\u094d\u091e\u093e\u0928<\/em><\/li>\n<li><em>Business Intelligence \u092e\u0927\u094d\u092f\u0947 \u0938\u0902\u0927\u0940<\/em><\/li>\n<li><em>Finance \u0906\u0923\u093f Commerce \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u093e\u0924 \u0909\u092a\u092f\u094b\u0917<\/em><\/li>\n<li><em>IT \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u093e\u0924 Career Options<\/em><\/li>\n<li><em>Freelancing \u091a\u0940 \u0936\u0915\u094d\u092f\u0924\u093e<\/em><\/li>\n<li><em>Practical Portfolio \u0924\u092f\u093e\u0930 \u0915\u0930\u0923\u094d\u092f\u093e\u091a\u0940 \u0938\u0902\u0927\u0940<\/em><\/li>\n<li><em>\u092a\u0941\u0922\u0940\u0932 Data Science \u0936\u093f\u0915\u094d\u0937\u0923\u093e\u0938\u093e\u0920\u0940 \u092e\u091c\u092c\u0942\u0924 \u092a\u093e\u092f\u093e<\/em><\/li>\n<\/ul>\n<hr \/>\n<h1><em><strong>\u0939\u093e \u0905\u092d\u094d\u092f\u093e\u0938\u0915\u094d\u0930\u092e \u0915\u094b\u0923\u093e\u0938\u093e\u0920\u0940 \u092f\u094b\u0917\u094d\u092f \u0906\u0939\u0947?<\/strong><\/em><\/h1>\n<p><em>Data Analytics \u092a\u0941\u0922\u0940\u0932 \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u0902\u0938\u093e\u0920\u0940 \u0935\u093f\u0936\u0947\u0937 \u0909\u092a\u092f\u0941\u0915\u094d\u0924 \u0920\u0930\u0942 \u0936\u0915\u0924\u094b:<\/em><\/p>\n<ul>\n<li><em>Commerce Students<\/em><\/li>\n<li><em>B.Com. Students<\/em><\/li>\n<li><em>BBA Students<\/em><\/li>\n<li><em>BCA Students<\/em><\/li>\n<li><em>Economics Students<\/em><\/li>\n<li><em>Statistics Students<\/em><\/li>\n<li><em>IT Students<\/em><\/li>\n<li><em>Management Students<\/em><\/li>\n<li><em>Finance Professionals<\/em><\/li>\n<li><em>Business Professionals<\/em><\/li>\n<\/ul>\n<p><em>\u091c\u094d\u092f\u093e\u0902\u0928\u093e <strong>Data, Technology \u0906\u0923\u093f Business Decision Making<\/strong> \u092f\u093e\u0902\u091a\u093e \u0938\u0902\u0917\u092e \u0905\u0938\u0932\u0947\u0932\u094d\u092f\u093e \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u093e\u0924 \u0915\u0930\u093f\u0905\u0930 \u0915\u0930\u093e\u092f\u091a\u0947 \u0906\u0939\u0947 \u0924\u094d\u092f\u093e\u0902\u091a\u094d\u092f\u093e\u0938\u093e\u0920\u0940 Data Analytics \u0939\u093e \u091a\u093e\u0902\u0917\u0932\u093e \u092a\u0930\u094d\u092f\u093e\u092f \u0920\u0930\u0942 \u0936\u0915\u0924\u094b.<\/em><\/p>\n<hr \/>\n<p><em><strong>Data Analytics<\/strong> \u0939\u0947 \u0906\u0927\u0941\u0928\u093f\u0915 \u0921\u093f\u091c\u093f\u091f\u0932 \u0905\u0930\u094d\u0925\u0935\u094d\u092f\u0935\u0938\u094d\u0925\u0947\u0924\u0940\u0932 \u092e\u0939\u0924\u094d\u0924\u094d\u0935\u093e\u091a\u0947 \u0915\u094c\u0936\u0932\u094d\u092f \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u0906\u0939\u0947. \u0909\u092a\u0932\u092c\u094d\u0927 \u0921\u0947\u091f\u093e\u091a\u0947 \u0938\u0902\u0915\u0932\u0928, \u0938\u094d\u0935\u091a\u094d\u091b\u0924\u093e, \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0906\u0923\u093f Visualization \u0915\u0930\u0942\u0928 \u0924\u094d\u092f\u093e\u0924\u0942\u0928 Business Insights \u0924\u092f\u093e\u0930 \u0915\u0930\u0923\u0947 \u0939\u0940 \u092f\u093e \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u093e\u091a\u0940 \u092a\u094d\u0930\u092e\u0941\u0916 \u092d\u0942\u092e\u093f\u0915\u093e \u0906\u0939\u0947.<\/em><\/p>\n<p><em><strong>Excel, SQL, Statistics, Power BI, Tableau \u0906\u0923\u093f Python<\/strong> \u092f\u093e\u0902\u0938\u093e\u0930\u0916\u0940 \u0915\u094c\u0936\u0932\u094d\u092f\u0947 \u0935\u093f\u0915\u0938\u093f\u0924 \u0915\u0947\u0932\u094d\u092f\u093e\u0938 \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u0902\u0928\u093e Data Analyst, Business Analyst, BI Analyst, MIS Analyst \u0906\u0923\u093f \u0935\u093f\u0935\u093f\u0927 Analytics Roles \u0938\u093e\u0920\u0940 \u0924\u092f\u093e\u0930\u0940 \u0915\u0930\u0924\u093e \u092f\u0947\u0924\u0947.<\/em><\/p>\n<p><em>Commerce, Management, IT, Finance \u0915\u093f\u0902\u0935\u093e Statistics \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u093e\u0924\u0940\u0932 \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u0902\u0938\u093e\u0920\u0940 <strong>Data Analytics \u0939\u0947 \u0930\u094b\u091c\u0917\u093e\u0930\u093e\u092d\u093f\u092e\u0941\u0916, \u0915\u094c\u0936\u0932\u094d\u092f\u093e\u0927\u093e\u0930\u093f\u0924 \u0906\u0923\u093f \u092d\u0935\u093f\u0937\u094d\u092f\u093e\u092d\u093f\u092e\u0941\u0916 \u0915\u0930\u093f\u0905\u0930 \u0915\u094d\u0937\u0947\u0924\u094d\u0930<\/strong> \u0920\u0930\u0942 \u0936\u0915\u0924\u0947.<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Commerce, Management, IT \u0906\u0923\u093f Finance \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u0902\u0938\u093e\u0920\u0940 Data Analytics \u0939\u0947 \u0906\u0927\u0941\u0928\u093f\u0915 \u0915\u0930\u093f\u0905\u0930 \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u0906\u0939\u0947. Data Analyst, Business Analyst \u0906\u0923\u093f BI Analyst \u092c\u0928\u0923\u094d\u092f\u093e\u0938\u093e\u0920\u0940 \u0906\u0935\u0936\u094d\u092f\u0915 Skills \u0906\u0923\u093f Career 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