{"id":81157,"date":"2025-06-10T15:01:21","date_gmt":"2025-06-10T09:31:21","guid":{"rendered":"https:\/\/www.guvi.in\/blog\/?p=81157"},"modified":"2025-10-15T17:53:26","modified_gmt":"2025-10-15T12:23:26","slug":"data-science-kya-hai","status":"publish","type":"post","link":"https:\/\/www.guvi.in\/blog\/data-science-kya-hai\/","title":{"rendered":"Data Science \u0915\u094d\u092f\u093e \u0939\u0948? \u090f\u0915 \u0936\u0941\u0930\u0941\u0906\u0924\u0940 \u0917\u093e\u0907\u0921"},"content":{"rendered":"\n<p>\u0905\u0917\u0930 \u0906\u092a \u091f\u0947\u0915\u094d\u0928\u094b\u0932\u0949\u091c\u0940 \u092e\u0947\u0902 \u0915\u0930\u093f\u092f\u0930 \u092c\u0928\u093e\u0928\u0947 \u0915\u0940 \u0938\u094b\u091a \u0930\u0939\u0947 \u0939\u0948\u0902 \u0914\u0930 \u0906\u092a\u0928\u0947 &#8220;Data Science&#8221; \u0915\u093e \u0928\u093e\u092e \u0938\u0941\u0928\u093e \u0939\u0948, \u0932\u0947\u0915\u093f\u0928 \u0938\u092e\u091d \u0928\u0939\u0940\u0902 \u0906 \u0930\u0939\u093e \u0915\u093f \u092f\u0947 \u0939\u094b\u0924\u093e \u0915\u094d\u092f\u093e \u0939\u0948, \u0915\u0948\u0938\u0947 \u0938\u0940\u0916\u093e \u091c\u093e\u090f, \u0915\u093f\u0924\u0928\u093e \u0915\u092e\u093e\u0924\u0947 \u0939\u0948\u0902, \u0914\u0930 \u0907\u0938\u092e\u0947\u0902 \u0915\u094d\u092f\u093e \u0938\u094d\u0915\u094b\u092a \u0939\u0948 \u2014 \u0924\u094b \u0906\u092a \u092c\u093f\u0932\u094d\u0915\u0941\u0932 \u0938\u0939\u0940 \u091c\u0917\u0939 \u0906\u090f \u0939\u0948\u0902!<\/p>\n\n\n\n<p>\u0907\u0938 \u092c\u094d\u0932\u0949\u0917 \u092e\u0947\u0902 \u0939\u092e \u0938\u0930\u0932 \u092d\u093e\u0937\u093e \u092e\u0947\u0902 \u092c\u093e\u0924 \u0915\u0930\u0947\u0902\u0917\u0947 \u0915\u093f <strong>Data Science \u0915\u094d\u092f\u093e \u0939\u0948<\/strong>, \u0907\u0938\u0915\u0947 <strong>\u091f\u093e\u0907\u092a\u094d\u0938<\/strong>, <strong>\u090f\u092a\u094d\u0932\u093f\u0915\u0947\u0936\u0928<\/strong>, <strong>\u091c\u093c\u0930\u0942\u0930\u0940 \u0938\u094d\u0915\u093f\u0932\u094d\u0938<\/strong>, <strong>\u0938\u0948\u0932\u0930\u0940<\/strong>, \u0914\u0930 <strong>\u0915\u0930\u093f\u092f\u0930 \u0917\u094d\u0930\u094b\u0925<\/strong> \u0915\u0947 \u092c\u093e\u0930\u0947 \u092e\u0947\u0902\u0964 \u091a\u0932\u093f\u090f \u0936\u0941\u0930\u0942 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902!<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Data Science \u0915\u094d\u092f\u093e \u0939\u0948?<\/strong><\/h2>\n\n\n\n<p>Data Science \u090f\u0915 \u0910\u0938\u093e \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u0939\u0948 \u091c\u093f\u0938\u092e\u0947\u0902 <strong>\u0921\u0947\u091f\u093e \u0915\u094b \u0907\u0915\u091f\u094d\u0920\u093e \u0915\u0930\u0928\u093e, \u092a\u094d\u0930\u094b\u0938\u0947\u0938 \u0915\u0930\u0928\u093e, \u090f\u0928\u093e\u0932\u093e\u0907\u091c\u093c \u0915\u0930\u0928\u093e \u0914\u0930 \u0909\u0938\u0938\u0947 \u0915\u093e\u092e \u0915\u0940 \u091c\u093e\u0928\u0915\u093e\u0930\u0940 \u0928\u093f\u0915\u093e\u0932\u0928\u093e<\/strong> \u0936\u093e\u092e\u093f\u0932 \u0939\u094b\u0924\u093e \u0939\u0948\u0964<br>\u0938\u0940\u0927\u0940 \u092d\u093e\u0937\u093e \u092e\u0947\u0902 \u0915\u0939\u0947\u0902 \u0924\u094b \u2014 <strong>\u092c\u0921\u093c\u0947-\u092c\u0921\u093c\u0947 \u0921\u0947\u091f\u093e \u0915\u0947 \u092a\u0939\u093e\u0921\u093c \u0938\u0947 \u092e\u0924\u0932\u092c \u0915\u0940 \u091a\u0940\u091c\u093c\u0947\u0902 \u0928\u093f\u0915\u093e\u0932\u0928\u093e<\/strong> \u0939\u0940 Data Science \u0939\u0948\u0964<\/p>\n\n\n\n<p>\u0907\u0938\u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0902\u092a\u0928\u093f\u092f\u093e\u0901 \u0907\u0938 \u092c\u093e\u0924 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u0947 \u092e\u0947\u0902 \u0915\u0930\u0924\u0940 \u0939\u0948\u0902 \u0915\u093f \u0915\u0938\u094d\u091f\u092e\u0930 \u0915\u094d\u092f\u093e \u092a\u0938\u0902\u0926 \u0915\u0930\u0924\u093e \u0939\u0948, \u092e\u093e\u0930\u094d\u0915\u0947\u091f \u092e\u0947\u0902 \u0915\u094d\u092f\u093e \u091f\u094d\u0930\u0947\u0902\u0921 \u091a\u0932 \u0930\u0939\u093e \u0939\u0948, \u092f\u093e \u092c\u093f\u091c\u093c\u0928\u0947\u0938 \u092e\u0947\u0902 \u0915\u094d\u092f\u093e \u0938\u0941\u0927\u093e\u0930 \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Data Science \u0915\u0947 \u092e\u0941\u0916\u094d\u092f \u0924\u0924\u094d\u0935<\/strong><\/h2>\n\n\n\n<p>Data Science \u090f\u0915 umbrella \u091f\u0930\u094d\u092e \u0939\u0948 \u091c\u093f\u0938\u092e\u0947\u0902 \u092f\u0947 \u092a\u094d\u0930\u092e\u0941\u0916 \u092d\u093e\u0917 \u0939\u094b\u0924\u0947 \u0939\u0948\u0902:<\/p>\n\n\n\n<ol>\n<li><strong>Statistics (\u0906\u0901\u0915\u0921\u093c\u0947)<\/strong><strong><br><\/strong><\/li>\n\n\n\n<li><a href=\"https:\/\/www.guvi.in\/blog\/introduction-to-machine-learning\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Machine Learning<\/strong><\/a><strong> (\u092e\u0936\u0940\u0928 \u0938\u0947 \u0938\u0940\u0916\u0928\u093e)<br><\/strong><\/li>\n\n\n\n<li><strong>Data Analysis (\u0921\u0947\u091f\u093e \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923)<\/strong><strong><br><\/strong><\/li>\n\n\n\n<li><strong>Data Visualization (\u0921\u0947\u091f\u093e \u0915\u094b \u0938\u092e\u091d\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0917\u094d\u0930\u093e\u092b\/\u091a\u093e\u0930\u094d\u091f\u094d\u0938)<\/strong><strong><br><\/strong><\/li>\n\n\n\n<li><strong>Big Data (\u092c\u0939\u0941\u0924 \u092c\u0921\u093c\u093e \u0921\u0947\u091f\u093e)<\/strong><strong><br><\/strong><\/li>\n\n\n\n<li><strong>Programming (<\/strong><a href=\"https:\/\/www.guvi.in\/hub\/python\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Python<\/strong><\/a><strong>\/R \u091c\u0948\u0938\u0940 \u092d\u093e\u0937\u093e\u090f\u0901)<br><\/strong><\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Data Science \u0915\u0947 \u092a\u094d\u0930\u0915\u093e\u0930 (Types)<\/strong><\/h2>\n\n\n\n<p>Data Science \u0915\u0947 \u0905\u0932\u0917-\u0905\u0932\u0917 \u0938\u092c-\u092b\u0940\u0932\u094d\u0921\u094d\u0938 \u0939\u0948\u0902:<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1200\" height=\"628\" src=\"https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/06\/01-3.png\" alt=\"types of data science\" class=\"wp-image-82386\" srcset=\"https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/06\/01-3.png 1200w, https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/06\/01-3-300x157.png 300w, https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/06\/01-3-768x402.png 768w, https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/06\/01-3-150x79.png 150w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" title=\"\"><\/figure>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td><strong>\u092a\u094d\u0930\u0915\u093e\u0930<\/strong><\/td><td><strong>\u0935\u093f\u0935\u0930\u0923<\/strong><\/td><\/tr><tr><td><strong>Descriptive Analytics<\/strong><\/td><td><strong>&#8220;\u0915\u094d\u092f\u093e \u0939\u0941\u0906?&#8221;<\/strong>\u092f\u0947 \u0921\u0947\u091f\u093e \u0926\u0947\u0916\u0915\u0930 \u092c\u0924\u093e\u0924\u093e \u0939\u0948 \u0915\u093f \u092a\u0939\u0932\u0947 \u0915\u094d\u092f\u093e \u0939\u0941\u0906 \u0925\u093e, \u091c\u0948\u0938\u0947 \u0930\u093f\u092a\u094b\u0930\u094d\u091f \u0915\u093e\u0930\u094d\u0921 \u091c\u094b \u0906\u092a\u0915\u0947 \u092a\u0930\u092b\u0949\u0930\u094d\u092e\u0947\u0902\u0938 \u0915\u093e \u092a\u0942\u0930\u093e \u0939\u093f\u0938\u093e\u092c \u0926\u0947\u0924\u093e \u0939\u0948\u0964<\/td><\/tr><tr><td><strong>Diagnostic Analytics<\/strong><\/td><td><strong>&#8220;\u0915\u094d\u092f\u094b\u0902 \u0939\u0941\u0906?&#8221;<\/strong><strong><br><\/strong> \u092f\u0947 \u092c\u0924\u093e\u0924\u093e \u0939\u0948 \u0915\u093f \u0915\u094b\u0908 \u091a\u0940\u091c\u093c \u0915\u094d\u092f\u094b\u0902 \u0939\u0941\u0908, \u091c\u0948\u0938\u0947 \u0921\u0949\u0915\u094d\u091f\u0930 \u092c\u0940\u092e\u093e\u0930\u0940 \u0915\u0940 \u0935\u091c\u0939 \u0938\u092e\u091d\u0924\u093e \u0939\u0948\u0964<\/td><\/tr><tr><td><strong>Predictive Analytics<\/strong><\/td><td><strong>&#8220;\u0905\u092c \u0915\u094d\u092f\u093e \u0939\u094b \u0938\u0915\u0924\u093e \u0939\u0948?&#8221;<\/strong><strong><br><\/strong> \u0921\u0947\u091f\u093e \u0915\u094b \u0926\u0947\u0916\u0915\u0930 \u092f\u0947 \u092d\u0935\u093f\u0937\u094d\u092f \u0915\u0940 \u0938\u0902\u092d\u093e\u0935\u0928\u093e \u092c\u0924\u093e\u0924\u093e \u0939\u0948 \u2013 \u091c\u0948\u0938\u0947 \u092e\u094c\u0938\u092e \u0915\u093e \u092a\u0942\u0930\u094d\u0935\u093e\u0928\u0941\u092e\u093e\u0928!<\/td><\/tr><tr><td><strong>Prescriptive Analytics<\/strong><\/td><td><strong>&#8220;\u0905\u092c \u0915\u094d\u092f\u093e \u0915\u0930\u0928\u093e \u091a\u093e\u0939\u093f\u090f?&#8221;<\/strong>\u092f\u0947 \u0928\u093e \u0938\u093f\u0930\u094d\u092b \u092d\u0935\u093f\u0937\u094d\u092f \u092c\u0924\u093e\u0924\u093e \u0939\u0948, \u092c\u0932\u094d\u0915\u093f \u0938\u0932\u093e\u0939 \u092d\u0940 \u0926\u0947\u0924\u093e \u0939\u0948 \u0915\u093f \u0938\u0939\u0940 \u0915\u0926\u092e \u0915\u094d\u092f\u093e \u0939\u094b\u0917\u093e \u2013 \u091c\u0948\u0938\u0947 GPS \u091c\u094b \u0930\u093e\u0938\u094d\u0924\u093e \u092d\u0940 \u0926\u093f\u0916\u093e\u090f \u0914\u0930 \u091f\u094d\u0930\u0948\u092b\u093f\u0915 \u092d\u0940 \u092c\u0924\u093e\u090f\u0964<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Data Science \u0915\u0939\u093e\u0901-\u0915\u0939\u093e\u0901 \u0907\u0938\u094d\u0924\u0947\u092e\u093e\u0932 \u0939\u094b\u0924\u093e \u0939\u0948? (Applications)<\/strong><\/h2>\n\n\n\n<p>Data Science \u0906\u091c \u0932\u0917\u092d\u0917 \u0939\u0930 \u0907\u0902\u0921\u0938\u094d\u091f\u094d\u0930\u0940 \u092e\u0947\u0902 \u0907\u0938\u094d\u0924\u0947\u092e\u093e\u0932 \u0939\u094b \u0930\u0939\u093e \u0939\u0948:<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1200\" height=\"628\" src=\"https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/06\/02-3.png\" alt=\"applications of data science\" class=\"wp-image-82389\" srcset=\"https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/06\/02-3.png 1200w, https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/06\/02-3-300x157.png 300w, https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/06\/02-3-768x402.png 768w, https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/06\/02-3-150x79.png 150w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" title=\"\"><\/figure>\n\n\n\n<ul>\n<li><strong>Netflix \/ YouTube<\/strong>: \u0906\u092a \u091c\u094b \u0935\u0940\u0921\u093f\u092f\u094b \u092c\u093e\u0930-\u092c\u093e\u0930 \u0926\u0947\u0916\u0924\u0947 \u0939\u0948\u0902, AI \u0909\u0928\u094d\u0939\u0940\u0902 \u0915\u0947 \u091c\u0948\u0938\u0947 \u0935\u0940\u0921\u093f\u092f\u094b \u0938\u091c\u0947\u0938\u094d\u091f \u0915\u0930\u0924\u093e \u0939\u0948 \u2013 \u091c\u0948\u0938\u0947 \u0906\u092a\u0915\u093e \u0921\u093f\u091c\u093f\u091f\u0932 \u0926\u094b\u0938\u094d\u0924 \u091c\u094b \u0906\u092a\u0915\u0940 \u092a\u0938\u0902\u0926 \u0938\u092e\u091d\u0924\u093e \u0939\u0948\u0964<br><\/li>\n\n\n\n<li><strong>\u0939\u0947\u0932\u094d\u0925\u0915\u0947\u092f\u0930<\/strong>: AI \u0932\u0915\u094d\u0937\u0923\u094b\u0902 \u0915\u094b \u0926\u0947\u0916\u0915\u0930 \u092c\u0940\u092e\u093e\u0930\u093f\u092f\u094b\u0902 \u0915\u0940 \u092d\u0935\u093f\u0937\u094d\u092f\u0935\u093e\u0923\u0940 \u0915\u0930 \u0938\u0915\u0924\u093e \u0939\u0948 \u2013 \u092f\u093e\u0928\u0940 \u0907\u0932\u093e\u091c \u0936\u0941\u0930\u0942 \u0939\u094b\u0928\u0947 \u0938\u0947 \u092a\u0939\u0932\u0947 \u0939\u0940 \u0916\u0924\u0930\u0947 \u0915\u093e \u0905\u0932\u0930\u094d\u091f!<br><\/li>\n\n\n\n<li><strong>E-commerce (Amazon, Flipkart)<\/strong>: \u0906\u092a \u091c\u094b \u091a\u0940\u091c\u093c\u0947\u0902 \u0938\u0930\u094d\u091a \u0915\u0930\u0924\u0947 \u0939\u0948\u0902 \u092f\u093e \u0916\u0930\u0940\u0926\u0924\u0947 \u0939\u0948\u0902, AI \u0909\u0928\u094d\u0939\u0947\u0902 \u091f\u094d\u0930\u0948\u0915 \u0915\u0930\u0915\u0947 \u0906\u092a\u0915\u094b \u092a\u0938\u0902\u0926\u0940\u0926\u093e \u092a\u094d\u0930\u094b\u0921\u0915\u094d\u091f\u094d\u0938 \u0938\u091c\u0947\u0938\u094d\u091f \u0915\u0930\u0924\u093e \u0939\u0948 \u2013 \u0936\u0949\u092a\u093f\u0902\u0917 \u0915\u094b \u0906\u0938\u093e\u0928 \u0914\u0930 \u0938\u094d\u092e\u093e\u0930\u094d\u091f \u092c\u0928\u093e\u0924\u093e \u0939\u0948\u0964<br><\/li>\n\n\n\n<li><strong>Self-driving cars<\/strong>: AI \u0915\u0948\u092e\u0930\u093e \u0914\u0930 \u0938\u0947\u0902\u0938\u0930 \u0938\u0947 \u0930\u094b\u0921\u093c \u0915\u094b \u0938\u094d\u0915\u0948\u0928 \u0915\u0930\u0924\u093e \u0939\u0948 \u0914\u0930 \u0924\u0941\u0930\u0902\u0924 \u0921\u093f\u0938\u0940\u091c\u0928 \u0932\u0947\u0924\u093e \u0939\u0948 \u2013 \u091c\u0948\u0938\u0947 \u0930\u0941\u0915\u0928\u093e, \u092e\u0941\u0921\u093c\u0928\u093e \u092f\u093e \u092c\u094d\u0930\u0947\u0915 \u0932\u0917\u093e\u0928\u093e, \u092c\u093f\u0932\u094d\u0915\u0941\u0932 \u0907\u0902\u0938\u093e\u0928 \u0915\u0940 \u0924\u0930\u0939!<br><\/li>\n\n\n\n<li><strong>\u092c\u0948\u0902\u0915\u093f\u0902\u0917<\/strong>: \u0905\u0917\u0930 \u0915\u094b\u0908 \u092b\u094d\u0930\u0949\u0921 \u091f\u094d\u0930\u093e\u0902\u091c\u0948\u0915\u094d\u0936\u0928 \u0939\u094b\u0924\u093e \u0939\u0948, \u0924\u094b AI \u0924\u0941\u0930\u0902\u0924 \u092a\u0939\u091a\u093e\u0928 \u0932\u0947\u0924\u093e \u0939\u0948 \u0914\u0930 \u0905\u0932\u0930\u094d\u091f \u0915\u0930\u0924\u093e \u0939\u0948 \u2013 \u0906\u092a\u0915\u0947 \u092a\u0948\u0938\u094b\u0902 \u0915\u093e \u091a\u094c\u0915\u0940\u0926\u093e\u0930!<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Data Scientist \u092c\u0928\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u091c\u093c\u0930\u0942\u0930\u0940 \u0938\u094d\u0915\u093f\u0932\u094d\u0938<\/strong><\/h2>\n\n\n\n<p>\u0905\u0917\u0930 \u0906\u092a Data Scientist \u092c\u0928\u0928\u093e \u091a\u093e\u0939\u0924\u0947 \u0939\u0948\u0902, \u0924\u094b \u0906\u092a\u0915\u094b \u092f\u0947 \u0938\u094d\u0915\u093f\u0932\u094d\u0938 \u0938\u0940\u0916\u0928\u0940 \u0939\u094b\u0902\u0917\u0940:<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1200\" height=\"628\" src=\"https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/06\/03-3.png\" alt=\"skills for data scientist\" class=\"wp-image-82392\" srcset=\"https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/06\/03-3.png 1200w, https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/06\/03-3-300x157.png 300w, https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/06\/03-3-768x402.png 768w, https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/06\/03-3-150x79.png 150w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" title=\"\"><\/figure>\n\n\n\n<ol>\n<li><strong>Python \u092f\u093e R Programming<\/strong><br><\/li>\n\n\n\n<li><a href=\"https:\/\/www.guvi.in\/blog\/probability-and-statistics-for-data-science\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Statistics <\/strong><\/a><strong>\u0914\u0930 Mathematics<\/strong><br><\/li>\n\n\n\n<li><strong>SQL (\u0921\u0947\u091f\u093e\u092c\u0947\u0938 \u0938\u0947 \u0921\u0947\u091f\u093e \u0928\u093f\u0915\u093e\u0932\u0928\u093e)<\/strong><br><\/li>\n\n\n\n<li><strong>Machine Learning Algorithms<\/strong><br><\/li>\n\n\n\n<li><a href=\"https:\/\/www.guvi.in\/blog\/top-big-data-visualization-tools\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Data Visualization Tools<\/strong><\/a><strong> (Tableau, Power BI, etc.)<br><\/strong><\/li>\n\n\n\n<li><strong>Problem-Solving Attitude<\/strong><br><\/li>\n\n\n\n<li><strong>Communication Skills<\/strong><br><\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u0938\u0948\u0932\u0930\u0940 \u0915\u093f\u0924\u0928\u0940 \u092e\u093f\u0932\u0924\u0940 \u0939\u0948?<\/strong><\/h2>\n\n\n\n<p>\u092d\u093e\u0930\u0924 \u092e\u0947\u0902 Data Science \u092e\u0947\u0902 \u091c\u092c\u0930\u0926\u0938\u094d\u0924 \u0915\u092e\u093e\u0908 \u0939\u094b\u0924\u0940 \u0939\u0948\u0964<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1200\" height=\"628\" src=\"https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/06\/04-1-1.png\" alt=\"salary of data scientist\" class=\"wp-image-82413\" srcset=\"https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/06\/04-1-1.png 1200w, https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/06\/04-1-1-300x157.png 300w, https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/06\/04-1-1-768x402.png 768w, https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/06\/04-1-1-150x79.png 150w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" title=\"\"><\/figure>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td><strong>\u0905\u0928\u0941\u092d\u0935<\/strong><\/td><td><strong>\u0905\u0928\u0941\u092e\u093e\u0928\u093f\u0924 \u0938\u0948\u0932\u0930\u0940 (\u092a\u094d\u0930\u0924\u093f \u0935\u0930\u094d\u0937)<\/strong><\/td><\/tr><tr><td>\u092b\u094d\u0930\u0947\u0936\u0930 (0-2 \u0938\u093e\u0932)<\/td><td>\u20b96 \u0938\u0947 \u20b910 \u0932\u093e\u0916<\/td><\/tr><tr><td>\u092e\u093f\u0921 \u0932\u0947\u0935\u0932 (2-5 \u0938\u093e\u0932)<\/td><td>\u20b910 \u0938\u0947 \u20b920 \u0932\u093e\u0916<\/td><\/tr><tr><td>\u0938\u0940\u0928\u093f\u092f\u0930 \u0932\u0947\u0935\u0932 (5+ \u0938\u093e\u0932)<\/td><td>\u20b925 \u0932\u093e\u0916 \u092f\u093e \u0909\u0938\u0938\u0947 \u0905\u0927\u093f\u0915<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><em>\u0938\u0948\u0932\u0930\u0940 \u0906\u092a\u0915\u0940 \u0938\u094d\u0915\u093f\u0932\u094d\u0938, \u0915\u0902\u092a\u0928\u0940 \u0914\u0930 \u0932\u094b\u0915\u0947\u0936\u0928 \u092a\u0930 \u0928\u093f\u0930\u094d\u092d\u0930 \u0915\u0930\u0924\u0940 \u0939\u0948\u0964<\/em><\/p>\n\n\n\n<p><strong><em>\u0938\u094d\u0930\u094b\u0924: <\/em><\/strong><a href=\"https:\/\/www.glassdoor.co.in\/Salaries\/data-scientist-salary-SRCH_KO0,14.htm\" target=\"_blank\" rel=\"noreferrer noopener\"><em>Data Science&nbsp;<\/em><\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u0915\u0930\u093f\u092f\u0930 \u0917\u094d\u0930\u094b\u0925 \u0914\u0930 \u091c\u0949\u092c \u0930\u094b\u0932\u094d\u0938<\/strong><\/h2>\n\n\n\n<p>Data Science \u092e\u0947\u0902 \u0915\u0908 \u0915\u0930\u093f\u092f\u0930 \u0911\u092a\u094d\u0936\u0902\u0938 \u0939\u0948\u0902:<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1200\" height=\"628\" src=\"https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/06\/05-2.png\" alt=\"Growth and Job Roles of Data Scientist\" class=\"wp-image-82394\" srcset=\"https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/06\/05-2.png 1200w, https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/06\/05-2-300x157.png 300w, https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/06\/05-2-768x402.png 768w, https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/06\/05-2-150x79.png 150w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" title=\"\"><\/figure>\n\n\n\n<ul>\n<li><strong>Data Analyst<\/strong><strong><br><\/strong><\/li>\n\n\n\n<li><strong>Machine Learning Engineer<\/strong><strong><br><\/strong><\/li>\n\n\n\n<li><strong>Data Engineer<\/strong><strong><br><\/strong><\/li>\n\n\n\n<li><strong>Business Intelligence Analyst<\/strong><strong><br><\/strong><\/li>\n\n\n\n<li><strong>AI Researcher<\/strong><strong><br><\/strong><\/li>\n\n\n\n<li><strong>Product Data Scientist<\/strong><strong><br><\/strong><\/li>\n<\/ul>\n\n\n\n<p>\u0907\u0938 \u092b\u0940\u0932\u094d\u0921 \u092e\u0947\u0902 \u0938\u094d\u0915\u094b\u092a \u092c\u0939\u0941\u0924 \u0924\u0947\u091c\u093c\u0940 \u0938\u0947 \u092c\u0922\u093c \u0930\u0939\u093e \u0939\u0948\u0964 World Economic Forum \u0915\u0947 \u092e\u0941\u0924\u093e\u092c\u093f\u0915, Data Science \u0906\u0928\u0947 \u0935\u093e\u0932\u0947 \u0935\u0930\u094d\u0937\u094b\u0902 \u092e\u0947\u0902 \u0938\u092c\u0938\u0947 \u091c\u093c\u094d\u092f\u093e\u0926\u093e \u0921\u093f\u092e\u093e\u0902\u0921 \u0935\u093e\u0932\u0940 \u0928\u094c\u0915\u0930\u093f\u092f\u094b\u0902 \u092e\u0947\u0902 \u0938\u0947 \u090f\u0915 \u0939\u094b\u0917\u0940\u0964<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>&nbsp;\u0915\u0948\u0938\u0947 \u0936\u0941\u0930\u0941\u0906\u0924 \u0915\u0930\u0947\u0902?<\/strong><\/h2>\n\n\n\n<p>\u0905\u0917\u0930 \u0906\u092a \u092c\u093f\u0932\u0915\u0941\u0932 \u092c\u093f\u0917\u093f\u0928\u0930 \u0939\u0948\u0902, \u0924\u094b \u092f\u0947 \u0938\u094d\u091f\u0947\u092a\u094d\u0938 \u092b\u0949\u0932\u094b \u0915\u0930\u0947\u0902:<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1200\" height=\"628\" src=\"https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/06\/06-1.png\" alt=\"How to get started as a data scientist?\" class=\"wp-image-82397\" srcset=\"https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/06\/06-1.png 1200w, https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/06\/06-1-300x157.png 300w, https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/06\/06-1-768x402.png 768w, https:\/\/www.guvi.in\/blog\/wp-content\/uploads\/2025\/06\/06-1-150x79.png 150w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" title=\"\"><\/figure>\n\n\n\n<ol>\n<li><strong>Python \u0938\u0940\u0916\u0947\u0902 (free courses available on YouTube, Coursera)<\/strong><strong><br><\/strong><\/li>\n\n\n\n<li><strong>Basic Statistics &amp; Math \u0938\u0940\u0916\u0947\u0902<\/strong><strong><br><\/strong><\/li>\n\n\n\n<li><strong>Mini Projects \u0915\u0930\u0947\u0902 \u2014 \u091c\u0948\u0938\u0947 Netflix Recommendation System \u092c\u0928\u093e\u0928\u093e<\/strong><strong><br><\/strong><\/li>\n\n\n\n<li><strong>Kaggle \u091c\u0948\u0938\u0947 \u092a\u094d\u0932\u0947\u091f\u092b\u0949\u0930\u094d\u092e \u092a\u0930 \u092a\u094d\u0930\u0948\u0915\u094d\u091f\u093f\u0938 \u0915\u0930\u0947\u0902<\/strong><strong><br><\/strong><\/li>\n\n\n\n<li><strong>GitHub \u092a\u0930 \u0905\u092a\u0928\u093e \u092a\u094b\u0930\u094d\u091f\u092b\u094b\u0932\u093f\u092f\u094b \u092c\u0928\u093e\u090f\u0902<\/strong><strong><br><\/strong><\/li>\n\n\n\n<li><strong>LinkedIn \u092a\u094d\u0930\u094b\u092b\u093e\u0907\u0932 \u092c\u0928\u093e\u090f\u0902 \u0914\u0930 Active \u0930\u0939\u0947\u0902<\/strong><strong><br><\/strong><\/li>\n<\/ol>\n\n\n\n<p><strong>HCL GUVI \u0915\u093e <\/strong><a href=\"https:\/\/www.guvi.in\/zen-class\/data-science-course\/?utm_source=organic&amp;utm_medium=blog&amp;utm_campaign=hindi+blog\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Data Science Course<\/strong><\/a><strong> \u0905\u092c \u0939\u093f\u0902\u0926\u0940 \u092e\u0947\u0902 \u2014 \u0932\u093e\u0907\u0935 \u0915\u094d\u0932\u093e\u0938\u0947\u0938, 100% \u092a\u094d\u0932\u0947\u0938\u092e\u0947\u0902\u091f \u0938\u092a\u094b\u0930\u094d\u091f \u0914\u0930 \u0907\u0902\u0921\u0938\u094d\u091f\u094d\u0930\u0940-\u090f\u0915\u094d\u0938\u092a\u0930\u094d\u091f \u092e\u0947\u0902\u091f\u0930\u094d\u0938 \u0915\u0947 \u0938\u093e\u0925\u0964 \u0938\u093f\u0932\u0947\u092c\u0938 \u092e\u0947\u0902 Python, Machine Learning, SQL, Tableau, NLP \u0914\u0930 \u092c\u0939\u0941\u0924 \u0915\u0941\u091b \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0964 \u0905\u092d\u0940 \u091c\u0941\u0921\u093c\u0947\u0902 \u0914\u0930 \u0921\u093e\u091f\u093e \u0938\u093e\u0907\u0902\u0938 \u092e\u0947\u0902 \u0915\u0930\u093f\u092f\u0930 \u092c\u0928\u093e\u090f\u0902!<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u0928\u093f\u0937\u094d\u0915\u0930\u094d\u0937 (Conclusion)<\/strong><\/h2>\n\n\n\n<p><strong>Data Science \u0928 \u0915\u0947\u0935\u0932 \u090f\u0915 \u0939\u093e\u0907\u092a \u0939\u0948, \u092c\u0932\u094d\u0915\u093f \u092f\u0939 \u092d\u0935\u093f\u0937\u094d\u092f \u0915\u093e \u090f\u0915 \u092c\u0939\u0941\u0924 \u0939\u0940 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0915\u0930\u093f\u092f\u0930 \u0911\u092a\u094d\u0936\u0928 \u0939\u0948\u0964<\/strong> \u0905\u0917\u0930 \u0906\u092a\u0915\u094b \u0921\u0947\u091f\u093e \u0915\u0947 \u0938\u093e\u0925 \u0916\u0947\u0932\u0928\u093e \u092a\u0938\u0902\u0926 \u0939\u0948, \u090f\u0928\u093e\u0932\u093f\u091f\u093f\u0915\u0932 \u0938\u094b\u091a \u0930\u0916\u0924\u0947 \u0939\u0948\u0902, \u0914\u0930 \u091f\u0947\u0915\u094d\u0928\u094b\u0932\u0949\u091c\u0940 \u092e\u0947\u0902 \u0930\u0941\u091a\u093f \u0939\u0948 \u2014 \u0924\u094b Data Science \u0906\u092a\u0915\u0947 \u0932\u093f\u090f \u090f\u0915 \u092c\u0947\u0939\u0924\u0930\u0940\u0928 \u092b\u0940\u0932\u094d\u0921 \u0939\u094b \u0938\u0915\u0924\u0940 \u0939\u0948\u0964<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0905\u0917\u0930 \u0906\u092a \u091f\u0947\u0915\u094d\u0928\u094b\u0932\u0949\u091c\u0940 \u092e\u0947\u0902 \u0915\u0930\u093f\u092f\u0930 \u092c\u0928\u093e\u0928\u0947 \u0915\u0940 \u0938\u094b\u091a \u0930\u0939\u0947 \u0939\u0948\u0902 \u0914\u0930 \u0906\u092a\u0928\u0947 &#8220;Data Science&#8221; \u0915\u093e \u0928\u093e\u092e \u0938\u0941\u0928\u093e \u0939\u0948, \u0932\u0947\u0915\u093f\u0928 \u0938\u092e\u091d \u0928\u0939\u0940\u0902 \u0906 \u0930\u0939\u093e \u0915\u093f \u092f\u0947 \u0939\u094b\u0924\u093e \u0915\u094d\u092f\u093e \u0939\u0948, \u0915\u0948\u0938\u0947 \u0938\u0940\u0916\u093e \u091c\u093e\u090f, \u0915\u093f\u0924\u0928\u093e \u0915\u092e\u093e\u0924\u0947 \u0939\u0948\u0902, \u0914\u0930 \u0907\u0938\u092e\u0947\u0902 \u0915\u094d\u092f\u093e \u0938\u094d\u0915\u094b\u092a \u0939\u0948 \u2014 \u0924\u094b \u0906\u092a \u092c\u093f\u0932\u094d\u0915\u0941\u0932 \u0938\u0939\u0940 \u091c\u0917\u0939 \u0906\u090f \u0939\u0948\u0902! \u0907\u0938 \u092c\u094d\u0932\u0949\u0917 \u092e\u0947\u0902 \u0939\u092e \u0938\u0930\u0932 \u092d\u093e\u0937\u093e \u092e\u0947\u0902 \u092c\u093e\u0924 [&hellip;]<\/p>\n","protected":false},"author":17,"featured_media":82400,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[16],"tags":[],"views":"4699","authorinfo":{"name":"Isha 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