{"id":4988,"date":"2026-04-10T08:54:39","date_gmt":"2026-04-10T08:54:39","guid":{"rendered":"https:\/\/hi.milesweb.in\/tutorials\/?p=4988"},"modified":"2026-04-10T08:54:40","modified_gmt":"2026-04-10T08:54:40","slug":"how-to-make-ai-model-hindi","status":"publish","type":"post","link":"https:\/\/hi.milesweb.in\/tutorials\/shuruaati-guide\/how-to-make-ai-model-hindi\/","title":{"rendered":"AI \u092e\u0949\u0921\u0932 \u0915\u0948\u0938\u0947 \u092c\u0928\u093e\u090f? Beginners \u0938\u0947 Experts \u0924\u0915 \u0915\u0947 \u0932\u093f\u090f \u0917\u093e\u0907\u0921 (\u0968\u0966\u0968\u096c)"},"content":{"rendered":"\n<p>\u0906\u0930\u094d\u091f\u093f\u092b\u093f\u0936\u093f\u092f\u0932 \u0907\u0902\u091f\u0947\u0932\u093f\u091c\u0947\u0902\u0938 \u0921\u093f\u091c\u093f\u091f\u0932 \u092f\u0941\u0917 \u092e\u0947\u0902 \u090f\u0915 \u0928\u0908 \u0915\u0939\u093e\u0928\u0940 \u0932\u093f\u0916 \u0930\u0939\u093e \u0939\u0948\u0902\u0964 \u0907\u0938 \u091f\u0947\u0915\u094d\u0928\u094b\u0932\u0949\u091c\u0940 \u0915\u094b \u092c\u093f\u091c\u093c\u0928\u0947\u0938 \u092e\u0947\u0902 \u0915\u093e\u092b\u0940 \u092e\u093e\u0924\u094d\u0930\u093e \u092e\u0947\u0902 \u0907\u0938\u094d\u0924\u092e\u093e\u0932 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0902\u0964 \u0907\u0938\u0932\u093f\u090f \u0906\u092a \u0926\u0947\u0916 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u0915\u093f ChatGPT, Claude.ai, <a href=\"https:\/\/www.milesweb.in\/blog\/technology-hub\/what-is-openclaw\/\">OpenClaw<\/a>, \u092f\u093e \u092b\u093f\u0930 \u092c\u093e\u0915\u0940 <a href=\"https:\/\/www.milesweb.in\/blog\/hosting\/best-ai-tools\/\">AI tools<\/a> \u0906\u091c \u0915\u0940 \u0924\u093e\u0930\u0940\u0916 \u092e\u0947\u0902 \u091c\u093c\u0930\u0942\u0930\u0940 \u0939\u094b \u0917\u092f\u093e \u0939\u0948 \u0938\u0940\u0916\u0928\u093e\u0964 Cybersecurity, content creation, \u0914\u0930 predictive analysis \u091c\u0948\u0938\u0947 \u0915\u093e\u092e <a href=\"https:\/\/hi.milesweb.in\/tutorials\/shuruaati-guide\/ai-ke-prakar-kya-hai\/\">AI<\/a> \u0915\u0940 \u0935\u091c\u0939 \u0938\u0947 \u0911\u091f\u094b\u092e\u0947\u091f\u0947\u0921 \u0939\u094b \u091c\u093e\u0924\u093e \u0939\u0948\u0902\u0964<\/p>\n\n\n\n<p>\u0907\u0924\u0928\u0947 \u092b\u093e\u092f\u0926\u0947 \u0939\u094b\u0928\u0947 \u0915\u0947 \u092c\u093e\u0926 \u092d\u0940 \u0915\u0902\u092a\u0928\u093f\u092f\u093e \u0916\u0941\u0926 \u0915\u093e \u0915\u094b\u0908 AI \u092e\u0949\u0921\u0932 \u0928\u0939\u0940\u0902 \u0932\u0949\u0928\u094d\u091a \u0915\u0930\u0924\u0940\u0964 \u0914\u0930 \u0935\u091c\u0939 \u0938\u093e\u092b\u093c \u0939\u0948 \u0915\u093f AI model \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0938\u093f\u0930\u094d\u092b <a href=\"https:\/\/hi.milesweb.in\/tutorials\/shuruaati-guide\/coding-kaise-sikhe\/\">\u0915\u094b\u0921\u093f\u0902\u0917<\/a> \u0928\u0939\u0940\u0902 \u092c\u0932\u094d\u0915\u093f \u090f\u0915 \u0938\u093f\u0938\u094d\u091f\u092e \u0915\u0940 \u091c\u093c\u0930\u0942\u0930\u0924 \u0939\u094b\u0924\u0940 \u0939\u0948\u0902 \u091c\u094b \u092a\u094d\u0930\u0949\u092c\u094d\u0932\u092e \u0915\u094b \u092a\u0939\u091a\u093e\u0928\u0928\u093e, data acquisition, \u0905\u0932\u094d\u0917\u094b\u0930\u093f\u0925\u094d\u092e\u094d\u0938 \u091a\u0941\u0928\u0928\u093e, \u091f\u094d\u0930\u0947\u0928\u093f\u0902\u0917 \u0914\u0930 \u0907\u0935\u0948\u0932\u094d\u092f\u0942\u090f\u0936\u0928 \u0915\u0947 \u0938\u093e\u0925 \u0938\u093e\u0925 \u0921\u093f\u092a\u094d\u0932\u0949\u092f\u092e\u0947\u0902\u091f \u0914\u0930 \u0911\u0928\u0917\u094b\u0907\u0902\u0917 \u092e\u0947\u0902\u091f\u0947\u0928\u0947\u0902\u0938 \u0915\u0930\u0928\u093e \u0939\u094b\u0924\u093e \u0939\u0948\u0902\u0964<\/p>\n\n\n\n<div class=\"skrlto-container\" style= \"border-radius: 13px;\npadding: 25px;\nbackground: #EEF6FF;\">\n<h2 class=\"skrlto-header-title\">\u0935\u093f\u0937\u092f\u0938\u0942\u091a\u0940<\/h2>\n<div class=\"skrlto-links-wrapper\">\n<ul>\n<li class=\"skroll-button\" data-skrolllto=\"WPT1WPTheme\">AI \u092e\u0949\u0921\u0932 \u0915\u094d\u092f\u093e \u0939\u0948?<\/li>\n<li class=\"skroll-button\" data-skrolllto=\"WPT2WPTheme\">AI \u092e\u0949\u0921\u0932\u094d\u0938 \u0915\u0948\u0938\u0947 \u0915\u093e\u092e \u0915\u0930\u0924\u0947 \u0939\u0948\u0902?<\/li>\n<li class=\"skroll-button\" data-skrolllto=\"WPT3WPTheme\">AI \u092e\u0949\u0921\u0932 \u092c\u0928\u093e\u0928\u0947 \u0915\u0940 \u092a\u094d\u0930\u094b\u0938\u0947\u0938\n<ul class=\"innr-skroll-button\"><\/li>\n<li class=\"skroll-button\" data-skrolllto=\"WPT4WPTheme\">\u0921\u0947\u091f\u093e \u0915\u0932\u0947\u0915\u094d\u0936\u0928<\/li>\n<li class=\"skroll-button\" data-skrolllto=\"WPT5WPTheme\">\u0921\u0947\u091f\u093e \u0915\u094d\u0932\u0940\u0928\u093f\u0902\u0917 \u0914\u0930 \u092a\u094d\u0930\u0940-\u092a\u094d\u0930\u094b\u0938\u0947\u0938\u093f\u0902\u0917<\/li>\n<li class=\"skroll-button\" data-skrolllto=\"WPT6WPTheme\">\u0938\u0939\u0940 \u091f\u0942\u0932\u094d\u0938 \u0914\u0930 \u092b\u094d\u0930\u0947\u092e\u0935\u0930\u094d\u0915 \u091a\u0941\u0928\u0928\u093e<\/li>\n<li class=\"skroll-button\" data-skrolllto=\"WPT7WPTheme\">\u0938\u0939\u0940 \u092a\u094d\u0930\u094b\u0917\u094d\u0930\u093e\u092e\u093f\u0902\u0917 \u0932\u0948\u0902\u0917\u094d\u0935\u0947\u091c \u091a\u0941\u0928\u0928\u093e<\/li>\n<li class=\"skroll-button\" data-skrolllto=\"WPT8WPTheme\">\u092e\u0949\u0921\u0932 \u0938\u093f\u0932\u0947\u0915\u094d\u0936\u0928 \u0914\u0930 \u0906\u0930\u094d\u0915\u093f\u091f\u0947\u0915\u094d\u091a\u0930<\/li>\n<li class=\"skroll-button\" data-skrolllto=\"WPT9WPTheme\">\u092e\u0949\u0921\u0932 \u091f\u094d\u0930\u0947\u0928\u093f\u0902\u0917<\/li>\n<li class=\"skroll-button\" data-skrolllto=\"WPT10WPTheme\">\u092e\u0949\u0921\u0932 \u0907\u0935\u0948\u0932\u094d\u092f\u0942\u090f\u0936\u0928<\/li>\n<li class=\"skroll-button\" data-skrolllto=\"WPT11WPTheme\">\u0939\u093e\u0907\u092a\u0930\u092a\u0948\u0930\u093e\u092e\u0940\u091f\u0930 \u091f\u094d\u092f\u0942\u0928\u093f\u0902\u0917<\/li>\n<li class=\"skroll-button\" data-skrolllto=\"WPT12WPTheme\">\u092e\u0949\u0921\u0932 \u0921\u093f\u092a\u094d\u0932\u0949\u092f\u092e\u0947\u0902\u091f<\/li>\n<li class=\"skroll-button\" data-skrolllto=\"WPT13WPTheme\">\u092e\u0949\u0928\u093f\u091f\u0930\u093f\u0902\u0917 \u0914\u0930 \u092e\u0947\u0902\u091f\u0947\u0928\u0947\u0902\u0938<\/li>\n<\/ul><\/li>\n<li class=\"skroll-button\" data-skrolllto=\"WPT14WPTheme\">\u200bFAQs<\/li>\n<\/ul>\n<\/div>\n<\/div>\n\n\n\n<p><strong>\u0907\u0928\u094d\u0939\u0947 \u092a\u0922\u093c\u0947: <\/strong><a href=\"https:\/\/hi.milesweb.in\/tutorials\/shuruaati-guide\/generative-ai-kya-hai\/\"><strong>Generative AI \u0915\u094d\u092f\u093e \u0939\u0948? \u091c\u093e\u0928\u093f\u090f \u092f\u0939 \u092d\u0935\u093f\u0937\u094d\u092f \u0915\u094b \u0915\u0948\u0938\u0947 \u092c\u0926\u0932 \u0930\u0939\u093e \u0939\u0948<\/strong><\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"WPT1WPTheme\">AI \u092e\u0949\u0921\u0932 \u0915\u094d\u092f\u093e \u0939\u0948?<\/h2>\n\n\n\n<p>\u090f\u0915 AI \u092e\u0949\u0921\u0932 \u090f\u0915 \u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930 \u092a\u094d\u0930\u094b\u0917\u094d\u0930\u093e\u092e \u092f\u093e \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u0939\u0948 \u091c\u093f\u0938\u0947 \u092c\u0921\u093c\u0947 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u092a\u0930 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u093f\u0924 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948 \u0924\u093e\u0915\u093f \u0935\u0939 \u092a\u0948\u091f\u0930\u094d\u0928 \u0915\u094b \u092a\u0939\u091a\u093e\u0928 \u0938\u0915\u0947, \u0928\u093f\u0930\u094d\u0923\u092f \u0932\u0947 \u0938\u0915\u0947 \u092f\u093e \u0911\u091f\u094b\u0928\u094b\u092e\u0938 \u0930\u0942\u092a \u0938\u0947 \u0915\u0902\u091f\u0947\u0902\u091f \u091c\u0947\u0928\u0930\u0947\u091f \u0915\u0930 \u0938\u0915\u0947\u0964 \u092f\u0939 \u090f\u0915 \u0921\u093f\u091c\u093f\u091f\u0932 &#8220;\u092c\u094d\u0930\u0947\u0928&#8221; \u0915\u0940 \u0924\u0930\u0939 \u0915\u093e\u092e \u0915\u0930\u0924\u093e \u0939\u0948\u0902 \u091c\u093f\u0938\u0938\u0947 \u0915\u0941\u091b \u092e\u0941\u0916\u094d\u092f \u091f\u093e\u0938\u094d\u0915 \u091c\u0948\u0938\u0947 \u0915\u093f&nbsp; Forecasting, image recognition \u092f\u093e language generation \u0915\u0930\u0924\u093e \u0939\u0948\u0902\u0964&nbsp;<\/p>\n\n\n\n<p><strong>AI <\/strong><strong>\u092e\u0949\u0921\u0932 \u0915\u0947 \u092a\u094d\u0930\u092e\u0941\u0916 \u092a\u0939\u0932\u0942:<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"445\" src=\"https:\/\/hi.milesweb.in\/tutorials\/wp-content\/uploads\/2026\/04\/ai-model-factors-hindi.png\" alt=\"ai-model-factors-hindi\" class=\"wp-image-5049\" srcset=\"https:\/\/hi.milesweb.in\/tutorials\/wp-content\/uploads\/2026\/04\/ai-model-factors-hindi.png 800w, https:\/\/hi.milesweb.in\/tutorials\/wp-content\/uploads\/2026\/04\/ai-model-factors-hindi-300x167.png 300w, https:\/\/hi.milesweb.in\/tutorials\/wp-content\/uploads\/2026\/04\/ai-model-factors-hindi-768x427.png 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u091f\u094d\u0930\u0947\u0928\u093f\u0902\u0917 \u0914\u0930 \u0921\u0947\u091f\u093e:<\/strong> \u092e\u0949\u0921\u0932 \u092c\u0921\u093c\u0947 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u092a\u0930 \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u0932\u093e\u0917\u0942 \u0915\u0930\u0915\u0947 \u092c\u0928\u093e\u090f \u091c\u093e\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u0935\u0947 \u0921\u0947\u091f\u093e \u0915\u0947 \u092d\u0940\u0924\u0930 \u0930\u093f\u0932\u0947\u0936\u0928 \u0915\u094b \u0938\u0940\u0916 \u092a\u093e\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n\n\n\n<li><strong>\u0928\u093f\u0930\u094d\u0923\u092f \u0932\u0947\u0928\u093e<\/strong>: \u090f\u0915 \u092c\u093e\u0930 \u091f\u094d\u0930\u0947\u0928\u093f\u0902\u0917 \u092e\u093f\u0932\u0928\u0947 \u0915\u0947 \u092c\u093e\u0926, \u0935\u0947 \u092a\u094d\u0930\u093f\u0921\u093f\u0915\u094d\u0936\u0928\u094d\u0938, \u0915\u094d\u0932\u093e\u0938\u093f\u092b\u093f\u0915\u0947\u0936\u0928 \u092f\u093e \u091c\u0928\u0930\u0947\u091f\u093f\u0935 \u0906\u0909\u091f\u092a\u0941\u091f (\u091c\u0948\u0938\u0947 \u091a\u0948\u091f\u092c\u0949\u091f \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e\u090f\u0902) \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0928\u090f, \u0905\u0928\u0926\u0947\u0916\u0947 \u0921\u0947\u091f\u093e \u0915\u093e \u090f\u0928\u093e\u0932\u093f\u0938\u093f\u0938 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n\n\n\n<li><strong>\u091f\u093e\u0908\u092a\u094d\u0938 \u0914\u0930 \u0909\u0926\u093e\u0939\u0930\u0923:<\/strong> \u0938\u093e\u092e\u093e\u0928\u094d\u092f \u092a\u094d\u0930\u0915\u093e\u0930\u094b\u0902 \u092e\u0947\u0902 Generate AI (\u092a\u093e\u0920 \u0915\u0947 \u0932\u093f\u090f ChatGPT), \u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930 \u0935\u093f\u091c\u093c\u0928 (\u091a\u0947\u0939\u0930\u0947 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928) \u0914\u0930 \u0930\u0947\u0915\u092e\u0947\u0902\u0921\u0947\u0930 \u0938\u093f\u0938\u094d\u091f\u092e (\u0928\u0947\u091f\u092b\u094d\u0932\u093f\u0915\u094d\u0938 \u0930\u0947\u0915\u092e\u0947\u0902\u0921\u0947\u0936\u0928) \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902\u0964<\/li>\n<\/ul>\n\n\n\n<p><strong>\u0907\u0928\u094d\u0939\u0947 \u092a\u0922\u093c\u0947: <\/strong><a href=\"https:\/\/hi.milesweb.in\/tutorials\/seo\/create-seo-friendly-website-using-ai-website-builder-hindi-tutorial\/\"><strong>AI \u0935\u0947\u092c\u0938\u093e\u0907\u091f \u092c\u093f\u0932\u094d\u0921\u0930 \u0938\u0947 SEO \u092b\u094d\u0930\u0947\u0902\u0921\u0932\u0940 \u0935\u0947\u092c\u0938\u093e\u0907\u091f \u0915\u0948\u0938\u0947 \u0924\u0948\u092f\u093e\u0930 \u0915\u0930\u0947\u0902<\/strong><\/a><strong>?<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"WPT2WPTheme\">AI \u092e\u0949\u0921\u0932\u094d\u0938 \u0915\u0948\u0938\u0947 \u0915\u093e\u092e \u0915\u0930\u0924\u0947 \u0939\u0948\u0902?<\/h2>\n\n\n\n<p>\u090f\u0915 AI \u092e\u0949\u0921\u0932 \u0915\u094b \u090f\u0915 \u0910\u0938\u0947 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0941 \u0915\u0947 \u0930\u0942\u092a \u092e\u0947\u0902 \u0938\u094b\u091a\u0947\u0902 \u091c\u094b \u0915\u094b\u0908 \u0915\u094c\u0936\u0932 \u0938\u0940\u0916 \u0930\u0939\u093e \u0939\u0948\u0964 \u0936\u0941\u0930\u0941\u0906\u0924 \u092e\u0947\u0902, \u0907\u0938\u0947 (\u0939\u094d\u092f\u0942\u092e\u0928\u094d\u0938, \u092f\u093e\u0928\u0940 &#8216;\u091f\u094d\u0930\u0947\u0928\u0930\u094d\u0938&#8217; \u0926\u094d\u0935\u093e\u0930\u093e) \u0915\u0908 \u0909\u0926\u093e\u0939\u0930\u0923 (\u0921\u0947\u091f\u093e) \u0926\u093f\u0916\u093e\u090f \u091c\u093e\u0924\u0947 \u0939\u0948\u0902 \u0914\u0930 \u0938\u0939\u0940 \u0909\u0924\u094d\u0924\u0930 \u092c\u0924\u093e\u090f \u091c\u093e\u0924\u0947 \u0939\u0948\u0902\u0964 \u0938\u092e\u092f \u0915\u0947 \u0938\u093e\u0925, \u092f\u0939 \u0905\u092a\u0928\u0947 \u092a\u094d\u0930\u092f\u093e\u0938\u094b\u0902 \u0915\u0940 \u0924\u0941\u0932\u0928\u093e \u0909\u0924\u094d\u0924\u0930\u094b\u0902 \u0938\u0947 \u0915\u0930\u0924\u093e \u0939\u0948, \u0914\u0930 \u092c\u0947\u0939\u0924\u0930 \u0939\u094b\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u0926\u094c\u0930 \u0915\u0940 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u0947 \u0938\u093e\u0925 \u0905\u092a\u0928\u0947 &#8216;\u091c\u094d\u091e\u093e\u0928&#8217; \u0915\u094b \u090f\u0921\u091c\u0938\u094d\u091f \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<p>\u091c\u093f\u0938 \u092a\u094d\u0930\u0915\u093e\u0930 \u090f\u0915 \u0907\u0902\u091f\u0930\u094d\u0928 \u0905\u092d\u094d\u092f\u093e\u0938 \u0938\u0947 \u092c\u0947\u0939\u0924\u0930 \u0939\u094b\u0924\u093e \u0939\u0948, \u0909\u0938\u0940 \u092a\u094d\u0930\u0915\u093e\u0930 AI \u092e\u0949\u0921\u0932 \u0939\u094d\u092f\u0942\u092e\u0928 \u092e\u0949\u0928\u093f\u091f\u0930\u093f\u0902\u0917 \u0915\u0947 \u091c\u0935\u093e\u092c \u092e\u0947\u0902 \u0905\u092a\u0928\u0947 \u092a\u0948\u091f\u0930\u094d\u0928 \u0914\u0930 \u092a\u094d\u0930\u093f\u0921\u093f\u0915\u094d\u0936\u0928\u094d\u0938 \u0915\u094b \u092a\u0949\u0932\u093f\u0936 \u0915\u0930\u0924\u093e \u0939\u0948 \u091c\u092c \u0924\u0915 \u0915\u093f \u0935\u0939 \u0928\u090f \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u094b \u0916\u0941\u0926 \u0938\u0947 \u0939\u0940 \u0938\u091f\u0940\u0915 \u0930\u0942\u092a \u0938\u0947 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u0938\u0915\u094d\u0937\u092e \u0928\u0939\u0940\u0902 \u0939\u094b \u091c\u093e\u0924\u093e\u0964<\/p>\n\n\n\n<p>\u0907\u0938 \u091f\u094d\u0930\u0947\u0928\u093f\u0902\u0917 \u092a\u094d\u0930\u094b\u0938\u0947\u0938 \u092e\u0947\u0902 \u0921\u0947\u091f\u093e \u0915\u0940 \u0915\u094d\u0935\u093e\u0932\u093f\u091f\u0940 \u0915\u093e\u092b\u0940 \u091c\u093c\u094d\u092f\u093e\u0926\u093e \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0939\u0948\u0964<\/p>\n\n\n\n<p>\u092f\u0947 \u092e\u0949\u0921\u0932 \u0921\u0947\u091f\u093e \u0938\u0947\u091f \u0938\u0947 \u0938\u0940\u0916\u0924\u0947 \u0939\u0948\u0902, \u091c\u094b \u0905\u0915\u094d\u0938\u0930 \u092c\u0921\u093c\u0940 \u092e\u093e\u0924\u094d\u0930\u093e \u092e\u0947\u0902 \u0905\u0938\u0902\u0930\u091a\u093f\u0924 \u0921\u0947\u091f\u093e \u0938\u0947\u091f \u0939\u094b\u0924\u0947 \u0939\u0948\u0902, \u0924\u093e\u0915\u093f \u092a\u0948\u091f\u0930\u094d\u0928 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0915\u0930 \u0938\u0915\u0947\u0902, \u0938\u094d\u092a\u0940\u091a \u0914\u0930 \u0907\u092e\u0947\u091c\u0947\u0938 \u0915\u094b \u092a\u0939\u091a\u093e\u0928 \u0938\u0915\u0947\u0902 \u0914\u0930 \u0932\u0948\u0902\u0917\u094d\u0935\u0947\u091c \u0915\u094b \u0938\u092e\u091d \u0938\u0915\u0947\u0902\u0964<\/p>\n\n\n\n<p>\u0907\u0938 &#8216;\u0938\u0940\u0916\u0928\u0947&#8217; \u0915\u0940 \u0924\u0940\u0928 \u0938\u093e\u092e\u093e\u0928\u094d\u092f \u0915\u0948\u091f\u0947\u0917\u0930\u0940\u091c\u093c \u0939\u0948\u0902:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Reinforcement learning<\/li>\n\n\n\n<li>Unsupervised learning\u00a0<\/li>\n\n\n\n<li>Supervised learning<\/li>\n<\/ul>\n\n\n\n<p>AI \u0930\u093f\u0938\u0930\u094d\u091a\u0930\u094d\u0938 AI \u092e\u0949\u0921\u0932 \u0915\u094b \u091f\u094d\u0930\u0947\u0928 \u0915\u0930\u0928\u0947 \u0914\u0930 \u0909\u0928\u0915\u0940 \u0915\u094d\u0937\u092e\u0924\u093e\u0913\u0902 \u0915\u094b \u092c\u0947\u0939\u0924\u0930 \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0907\u0928 \u0924\u0915\u0928\u0940\u0915\u094b\u0902 \u0915\u0947 \u092e\u093f\u0936\u094d\u0930\u0923 \u0915\u093e \u0907\u0938\u094d\u0924\u092e\u093e\u0932 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n\n\n\n<p>Deep neural network \u0914\u0930 \u090f\u0921\u0935\u093e\u0902\u0938\u094d\u0921 \u0906\u0930\u094d\u0915\u093f\u091f\u0947\u0915\u094d\u091a\u0930, \u091c\u0948\u0938\u0947 Generating pre-trained transformer (GPT) \u0914\u0930 \u0921\u093f\u092b\u094d\u092f\u0942\u091c\u0928 \u092e\u0949\u0921\u0932, \u092e\u0941\u0936\u094d\u0915\u093f\u0932 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u094b \u0938\u0902\u092d\u093e\u0932\u0928\u0947 \u0915\u0940 \u0909\u0928\u0915\u0940 \u0915\u094d\u0937\u092e\u0924\u093e \u0915\u094b \u0914\u0930 \u092c\u0922\u093c\u093e\u0924\u0947 \u0939\u0948\u0902\u0964 \u092f\u0947 \u092e\u0941\u0936\u094d\u0915\u093f\u0932 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u0926\u094d\u0935\u093e\u0930\u093e \u0911\u092a\u0930\u0947\u091f \u0939\u094b\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n\n\n\n<p><strong>\u0907\u0928\u094d\u0939\u0947 \u092a\u0922\u093c\u0947: <\/strong><a href=\"https:\/\/hi.milesweb.in\/tutorials\/website-design\/dev-tools-vs-ai-website-builders-in-hindi\/\"><strong>\u0921\u0947\u0935 \u091f\u0942\u0932\u094d\u0938 \u092c\u0928\u093e\u092e AI \u0935\u0947\u092c\u0938\u093e\u0907\u091f \u092c\u093f\u0932\u094d\u0921\u0930\u094d\u0938, \u0915\u094d\u092f\u093e AI \u0935\u093e\u0915\u0908 \u0938\u092e\u092f \u092c\u091a\u093e\u0924\u093e \u0939\u0948<\/strong><\/a><strong>?<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"WPT3WPTheme\">AI \u092e\u0949\u0921\u0932 \u092c\u0928\u093e\u0928\u0947 \u0915\u0940 \u092a\u094d\u0930\u094b\u0938\u0947\u0938<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"WPT4WPTheme\">\u0921\u0947\u091f\u093e \u0915\u0932\u0947\u0915\u094d\u0936\u0928&nbsp;<\/h3>\n\n\n\n<p>\u0939\u093e\u0908-\u0915\u094d\u0935\u093e\u0932\u093f\u091f\u0940 \u0921\u0947\u091f\u093e \u0915\u093e\u092b\u0940 \u091c\u093c\u094d\u092f\u093e\u0926\u093e \u091c\u093c\u0930\u0942\u0930\u0940 \u0939\u094b\u0924\u093e \u0939\u0948\u0902 AI \u092e\u0949\u0921\u0932 \u0915\u094b \u092c\u0928\u093e\u0928\u0947 \u092e\u0947\u0902\u0964 \u091f\u093f\u092e\u094d\u0938 \u0915\u094b \u0921\u0947\u091f\u093e \u092a\u094d\u0930\u094b\u091c\u0947\u0915\u094d\u091f \u0917\u094b\u0932 \u0915\u0947 \u0939\u093f\u0938\u093e\u092c \u0938\u0947 \u092c\u0928\u093e\u0928\u0947 \u0915\u0940 \u091c\u093c\u0930\u0942\u0930\u0924 \u0939\u0948\u0902\u0964 \u0907\u0938\u092e\u0947\u0902 \u0906\u092a\u0915\u093e \u091f\u0947\u0915\u094d\u0938\u094d\u091f, \u0907\u092e\u0947\u091c, \u0914\u0930 \u0938\u0947\u0902\u0938\u0930 \u0930\u0940\u0921\u093f\u0902\u0917\u094d\u0938 \u092d\u0940 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902\u0964&nbsp;<\/p>\n\n\n\n<p>\u0938\u0939\u0940 \u0921\u0947\u091f\u093e \u0915\u0940 \u092f\u0939 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u090f\u0902 \u0939\u094b\u0924\u0940 \u0939\u0948\u0902:&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u092a\u094d\u0930\u0949\u092c\u094d\u0932\u092e \u0915\u0947 \u0939\u093f\u0938\u093e\u092c \u0938\u0947 \u0909\u092a\u092f\u094b\u0917<\/li>\n\n\n\n<li>\u0921\u093e\u0907\u0935\u0930\u094d\u0938 \u0914\u0930 \u0930\u093f\u092a\u094d\u0930\u0947\u091c\u093c\u0947\u0902\u091f\u0947\u091f\u093f\u0935\u00a0<\/li>\n\n\n\n<li>\u092a\u094d\u0930\u0949\u092a\u0930 \u0932\u0947\u092c\u0932<\/li>\n<\/ul>\n\n\n\n<p>\u091f\u093f\u092e\u094d\u0938 \u0915\u094b \u0907\u0938 \u092a\u094d\u0930\u0915\u093e\u0930 \u0915\u093e \u0921\u0947\u091f\u093e \u092a\u092c\u094d\u0932\u093f\u0915 \u0921\u0947\u091f\u093e\u0938\u0947\u091f, APIs, \u0935\u0947\u092c \u0938\u094d\u0915\u094d\u0930\u0948\u092a\u093f\u0902\u0917, \u092f\u093e \u092b\u093f\u0930 \u0916\u0941\u0926 \u0938\u0947 \u092c\u0928\u093e \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u092f\u0939 \u0921\u0947\u091f\u093e \u0915\u093f\u0924\u0928\u0947 \u092e\u093e\u0924\u094d\u0930\u093e \u092e\u0947\u0902 \u091a\u093e\u0939\u093f\u090f \u092f\u0939 \u0907\u0938 \u092c\u093e\u0924 \u092a\u0930 \u0928\u093f\u0930\u094d\u092d\u0930 \u0915\u0930\u0924\u093e \u0939\u0948\u0902 \u0915\u093f \u092e\u0949\u0921\u0932 \u0915\u093f\u0924\u0928\u093e \u0915\u0949\u092e\u094d\u092a\u094d\u0932\u0947\u0915\u094d\u0938 \u092c\u0928\u093e\u0928\u093e \u091a\u093e\u0939\u0924\u0947 \u0939\u0948\u0902\u0964&nbsp;&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"WPT5WPTheme\">\u0921\u0947\u091f\u093e \u0915\u094d\u0932\u0940\u0928\u093f\u0902\u0917 \u0914\u0930 \u092a\u094d\u0930\u0940-\u092a\u094d\u0930\u094b\u0938\u0947\u0938\u093f\u0902\u0917&nbsp;<\/h3>\n\n\n\n<p>\u0930\u0949 \u0921\u0947\u091f\u093e \u0915\u093e \u0907\u0938\u094d\u0924\u092e\u093e\u0932 \u0936\u093e\u092f\u0926 \u0939\u0940 \u0906\u092a \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u0909\u0938\u0915\u0947 \u0932\u093f\u090f \u0915\u094d\u0932\u0940\u0928\u093f\u0902\u0917 \u0914\u0930 \u092a\u094d\u0930\u0947\u092a-\u0935\u0930\u094d\u0915 \u092a\u0939\u0932\u0947 \u0915\u0930\u0928\u093e \u091c\u093c\u0930\u0942\u0930\u0940 \u0939\u0948\u0902\u0964 \u092f\u0939 \u0938\u094d\u091f\u0947\u092a \u0906\u092a\u0915\u0947 \u0921\u0947\u091f\u093e \u0915\u0902\u0938\u093f\u0938\u094d\u091f\u0947\u0902\u091f \u0914\u0930 \u092f\u0942\u091c\u0947\u092c\u0932 \u092c\u0928\u093e\u0924\u093e \u0939\u0948\u0902 \u091f\u094d\u0930\u0947\u0928\u093f\u0902\u0917 \u0915\u0947 \u0932\u093f\u090f:&nbsp;<\/p>\n\n\n\n<p>\u0915\u0949\u092e\u0928 \u092a\u094d\u0930\u0940-\u092a\u094d\u0930\u094b\u0938\u0947\u0938\u093f\u0902\u0917 \u091f\u093e\u0938\u094d\u0915:&nbsp;&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0921\u0941\u092a\u094d\u0932\u0940\u0915\u0947\u091f \u090f\u0902\u091f\u094d\u0930\u0940 \u0915\u094b \u0939\u091f\u093e\u0928\u093e\u0964\u00a0<\/li>\n\n\n\n<li>\u090f\u0930\u0930 \u0914\u0930 \u091f\u093e\u092f\u092a\u094b \u0915\u094b \u0938\u0941\u0927\u093e\u0930\u0928\u093e\u0964\u00a0<\/li>\n\n\n\n<li>\u092e\u093f\u0938\u093f\u0902\u0917 \u0935\u0948\u0932\u094d\u092f\u0942\u091c\u093c \u0915\u094b \u0939\u0948\u0902\u0921\u0932 \u0915\u0930\u0928\u093e\u0964\u00a0<\/li>\n\n\n\n<li>\u0928\u094d\u092f\u0942\u092e\u0930\u093f\u0915\u0932 \u092b\u0940\u091a\u0930\u094d\u0938 \u0938\u094d\u0915\u0947\u0932 \u0915\u0930\u0928\u093e\u0964\u00a0<\/li>\n\n\n\n<li>\u0915\u0948\u091f\u0917\u0930\u093f\u0915\u0932 \u0935\u0947\u0930\u093f\u090f\u092c\u0932\u094d\u0938 \u0907\u0928\u0915\u094b\u0921 \u0915\u0930\u0928\u093e\u0964\u00a0<\/li>\n<\/ul>\n\n\n\n<p>\u0938\u093e\u092b\u093c-\u0938\u0941\u0925\u0930\u093e \u0921\u0947\u091f\u093e \u092e\u0949\u0921\u0932 \u0915\u0940 \u090f\u0915\u094d\u092f\u0942\u0930\u0947\u0938\u0940 \u0914\u0930 \u091f\u094d\u0930\u0947\u0928\u093f\u0902\u0917 \u0915\u0940 \u0938\u094d\u092a\u0940\u0921 \u0915\u094b \u092c\u0947\u0939\u0924\u0930 \u092c\u0928\u093e\u0924\u093e \u0939\u0948\u0964 \u0907\u0938\u0938\u0947 \u0936\u0941\u0930\u0941\u0906\u0924\u0940 \u091a\u0930\u0923 \u092e\u0947\u0902 \u0939\u0940 \u0938\u092e\u0938\u094d\u092f\u093e\u0913\u0902 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u0947 \u092e\u0947\u0902 \u092d\u0940 \u092e\u0926\u0926 \u092e\u093f\u0932\u0924\u0940 \u0939\u0948\u0964 \u091f\u0940\u092e\u094b\u0902 \u0915\u094b \u0907\u0938 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u091a\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f \u092a\u0930\u094d\u092f\u093e\u092a\u094d\u0924 \u0938\u092e\u092f \u0926\u0947\u0928\u093e \u091a\u093e\u0939\u093f\u090f\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"WPT6WPTheme\">\u0938\u0939\u0940 \u091f\u0942\u0932\u094d\u0938 \u0914\u0930 \u092b\u094d\u0930\u0947\u092e\u0935\u0930\u094d\u0915 \u091a\u0941\u0928\u0928\u093e<\/h3>\n\n\n\n<p>\u0938\u0939\u0940 AI \u091f\u0942\u0932\u094d\u0938 \u091a\u0941\u0928\u0928\u0947 \u0938\u0947 \u0938\u092e\u092f \u0914\u0930 \u092e\u0947\u0939\u0928\u0924 \u0915\u0940 \u092c\u091a\u0924 \u0939\u094b \u0938\u0915\u0924\u0940 \u0939\u0948\u0964 \u091a\u0941\u0928\u093e\u0935 AI \u092a\u094d\u0930\u094b\u091c\u0947\u0915\u094d\u091f \u0915\u0947 \u092a\u094d\u0930\u0915\u093e\u0930 \u092a\u0930 \u0928\u093f\u0930\u094d\u092d\u0930 \u0915\u0930\u0924\u093e \u0939\u0948, \u091a\u093e\u0939\u0947 \u0906\u092a \u092a\u093e\u0930\u0902\u092a\u0930\u093f\u0915 \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092a\u0930 \u0915\u093e\u092e \u0915\u0930 \u0930\u0939\u0947 \u0939\u094b\u0902 \u092f\u093e \u0921\u0940\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092a\u0930\u0964<\/p>\n\n\n\n<p>\u0921\u0940\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0915\u0947 \u0932\u093f\u090f \u0932\u094b\u0915\u092a\u094d\u0930\u093f\u092f \u091f\u0942\u0932\u094d\u0938 \u092e\u0947\u0902 \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>TensorFlow \u2013 \u0921\u0940\u092a \u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u092c\u0928\u093e\u0928\u0947 \u0914\u0930 \u091f\u094d\u0930\u0947\u0928 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f Google \u0915\u0940 \u0913\u092a\u0928-\u0938\u094b\u0930\u094d\u0938 \u0932\u093e\u0907\u092c\u094d\u0930\u0947\u0930\u0940\u0964\u00a0<\/li>\n\n\n\n<li>PyTorch \u2013 Facebook \u0926\u094d\u0935\u093e\u0930\u093e \u0935\u093f\u0915\u0938\u093f\u0924 \u090f\u0915 \u092b\u094d\u0932\u0947\u0915\u094d\u0938\u093f\u092c\u0932 \u0921\u0940\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092b\u094d\u0930\u0947\u092e\u0935\u0930\u094d\u0915\u0964\u00a0<\/li>\n\n\n\n<li>Keras \u2013 TensorFlow \u0915\u0947 \u090a\u092a\u0930 \u091a\u0932\u0928\u0947 \u0935\u093e\u0932\u093e \u090f\u0915 \u0909\u091a\u094d\u091a-\u0938\u094d\u0924\u0930\u0940\u092f API, \u091c\u094b \u092a\u094d\u0930\u0949\u092e\u094d\u092a\u094d\u091f \u092a\u094d\u0930\u094b\u091f\u094b\u091f\u093e\u0907\u092a\u093f\u0902\u0917 \u0915\u0947 \u0932\u093f\u090f \u0909\u092a\u092f\u094b\u0917\u0940 \u0939\u0948\u0964<\/li>\n<\/ul>\n\n\n\n<p>\u092a\u093e\u0930\u0902\u092a\u0930\u093f\u0915 \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e (\u091c\u0948\u0938\u0947 \u0921\u093f\u0938\u0940\u091c\u0928 \u091f\u094d\u0930\u0940, \u0938\u092a\u094b\u0930\u094d\u091f \u0935\u0947\u0915\u094d\u091f\u0930 \u092e\u0936\u0940\u0928 \u092f\u093e \u0932\u0940\u0928\u093f\u092f\u0930 \u0930\u093f\u0917\u094d\u0930\u0947\u0936\u0928) \u0915\u0947 \u0932\u093f\u090f, \u090f\u0915 \u0906\u092e \u0935\u093f\u0915\u0932\u094d\u092a \u0939\u0948:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Scikit-learn \u2013 \u091f\u094d\u0930\u0947\u0921\u093f\u0936\u0928\u0932 ML \u092e\u0947\u0925\u0921\u094d\u0938 \u0915\u0947 \u0932\u093f\u090f \u0935\u093f\u0936\u0947\u0937 \u0930\u0942\u092a \u0938\u0947 \u0921\u093f\u091c\u093c\u093e\u0907\u0928 \u0915\u0940 \u0917\u0908 \u090f\u0915 Python \u0932\u093e\u0907\u092c\u094d\u0930\u0947\u0930\u0940\u0964\u00a0<\/li>\n<\/ul>\n\n\n\n<p>\u0907\u0938\u0915\u0947 \u0905\u0932\u093e\u0935\u093e, AWS, Google Cloud \u0914\u0930 Microsoft Azure \u091c\u0948\u0938\u0947 \u0915\u094d\u0932\u093e\u0909\u0921 \u092a\u094d\u0932\u0947\u091f\u092b\u0949\u0930\u094d\u092e \u092a\u0939\u0932\u0947 \u0938\u0947 \u0928\u093f\u0930\u094d\u092e\u093f\u0924 AI \u0938\u0947\u0935\u093e\u090f\u0902 \u0914\u0930 \u092c\u0941\u0928\u093f\u092f\u093e\u0926\u0940 \u0922\u093e\u0902\u091a\u093e \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964 \u092f\u0947 \u0935\u093f\u0915\u093e\u0938 \u0915\u094b \u0917\u0924\u093f \u0926\u0947\u0928\u0947 \u092e\u0947\u0902 \u0938\u0939\u093e\u092f\u0915 \u0939\u094b \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u0935\u093f\u0936\u0947\u0937 \u0930\u0942\u092a \u0938\u0947 \u0909\u0928 \u091f\u0940\u092e\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u091c\u093f\u0928\u0915\u0947 \u092a\u093e\u0938 \u0935\u094d\u092f\u093e\u092a\u0915 \u0907\u0902\u091f\u0930\u0928\u0932 \u0930\u093f\u0938\u094b\u0930\u094d\u0938\u0947\u0938 \u0928\u0939\u0940\u0902 \u0939\u0948\u0902\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"WPT7WPTheme\">\u0938\u0939\u0940 \u092a\u094d\u0930\u094b\u0917\u094d\u0930\u093e\u092e\u093f\u0902\u0917 \u0932\u0948\u0902\u0917\u094d\u0935\u0947\u091c \u091a\u0941\u0928\u0928\u093e<\/h3>\n\n\n\n<p>AI \u092e\u0949\u0921\u0932 \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f Python <a href=\"https:\/\/hi.milesweb.in\/tutorials\/shuruaati-guide\/computer-programming-kya-hai\/\">\u092a\u094d\u0930\u094b\u0917\u094d\u0930\u093e\u092e\u093f\u0902\u0917<\/a> \u0938\u092c\u0938\u0947 \u092a\u0939\u0932\u0940 \u091a\u0949\u0907\u0938 \u0939\u0948\u0902\u0964 \u0915\u093e\u092b\u0940 \u091c\u093c\u094d\u092f\u093e\u0926\u093e AI\/ML \u0932\u093e\u0907\u092c\u094d\u0930\u0947\u0930\u093f\u0938 \u091c\u0948\u0938\u0947 \u0915\u093f TensorFlow, PyTorch, Keras, \u0914\u0930 Scikit-learn, Python \u092a\u094d\u0930\u094b\u0917\u0930\u093e\u092e\u093f\u0902\u0917 \u0932\u0948\u0902\u0917\u094d\u0935\u0947\u091c \u092a\u0930 \u092c\u0928\u093e\u092f\u093e \u0917\u092f\u093e \u0939\u0948\u0902\u0964&nbsp;<\/p>\n\n\n\n<p>\u0905\u0917\u0930 \u0906\u092a Python \u0932\u0948\u0902\u0917\u094d\u0935\u0947\u091c \u0915\u094b \u091b\u094b\u0921\u093c \u0915\u0930 \u0926\u0942\u0938\u0930\u0947 \u0932\u0948\u0902\u0917\u094d\u0935\u0947\u091c \u0915\u093e \u0907\u0938\u094d\u0924\u092e\u093e\u0932 \u0915\u0930\u0928\u093e \u091a\u093e\u0939\u0924\u0947 \u0939\u0948\u0902 \u0924\u094b \u092f\u0939 \u0930\u0939\u0947 \u0935\u093f\u0915\u0932\u094d\u092a:&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>R \u2013 \u0921\u0947\u091f\u093e \u0938\u093e\u0907\u0902\u0938 \u0914\u0930 \u0938\u094d\u091f\u0948\u091f\u093f\u0938\u094d\u091f\u093f\u0915\u0932 \u090f\u0928\u093e\u0932\u093f\u0938\u093f\u0938 \u0915\u0947 \u0932\u093f\u090f \u0938\u092c\u0938\u0947 \u0938\u0939\u0940 \u0939\u0948, \u0932\u0947\u0915\u093f\u0928 \u0906\u092e\u0924\u094c\u0930 \u092a\u0930 AI \u0938\u093f\u0938\u094d\u091f\u092e \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0907\u0938\u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0928\u0939\u0940\u0902 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li>Java \u2013 \u092c\u0921\u093c\u0947 \u0909\u0926\u094d\u092f\u092e\u094b\u0902 \u092e\u0947\u0902 \u0907\u0938\u0915\u093e \u0905\u0915\u094d\u0938\u0930 \u0909\u092a\u092f\u094b\u0917 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948, \u0935\u093f\u0936\u0947\u0937 \u0930\u0942\u092a \u0938\u0947 AI \u092e\u0949\u0921\u0932 \u0915\u094b \u0932\u093e\u0930\u094d\u091c-\u0938\u094d\u0915\u0947\u0932 \u090d\u092a\u094d\u0932\u093f\u0915\u0947\u0936\u0928\u094d\u0938 \u0915\u094b \u0907\u0902\u091f\u0940\u0917\u094d\u0930\u0947\u091f \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f\u0964<\/li>\n\n\n\n<li>C++ \u2013 \u0906\u092e\u0924\u094c\u0930 \u092a\u0930 AI \u092e\u0949\u0921\u0932 \u0932\u093f\u0916\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0907\u0938\u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0928\u0939\u0940\u0902 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948, \u0932\u0947\u0915\u093f\u0928 \u092f\u0939 \u0907\u0902\u091f\u0930\u094d\u0928\u0932 \u092a\u094d\u0930\u094b\u0938\u0947\u0938 \u092e\u0947\u0902 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u092d\u0942\u092e\u093f\u0915\u093e \u0928\u093f\u092d\u093e\u0924\u093e \u0939\u0948\u0964 \u0915\u0908 AI \u0932\u093e\u0907\u092c\u094d\u0930\u0947\u0930\u0940 \u0915\u0947 \u092e\u0941\u0916\u094d\u092f \u0918\u091f\u0915 \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u0915\u0947 \u0932\u093f\u090f C++ \u092e\u0947\u0902 \u0932\u093f\u0916\u0947 \u0917\u090f \u0939\u0948\u0902\u0964 \u092f\u0939 \u0930\u094b\u092c\u094b\u091f\u093f\u0915\u094d\u0938, \u090f\u092e\u094d\u092c\u0947\u0921\u0947\u0921 \u0938\u093f\u0938\u094d\u091f\u092e \u0914\u0930 \u090f\u091c \u0921\u093f\u092a\u094d\u0932\u0949\u092f\u092e\u0947\u0902\u091f \u091c\u0948\u0938\u0947 \u092a\u0930\u093f\u0926\u0943\u0936\u094d\u092f\u094b\u0902 \u092e\u0947\u0902 \u092d\u0940 \u0909\u092a\u092f\u094b\u0917\u0940 \u0939\u0948\u0964<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"WPT8WPTheme\">\u092e\u0949\u0921\u0932 \u0938\u093f\u0932\u0947\u0915\u094d\u0936\u0928 \u0914\u0930 \u0906\u0930\u094d\u0915\u093f\u091f\u0947\u0915\u094d\u091a\u0930<\/h3>\n\n\n\n<p>AI \u092e\u0949\u0921\u0932 \u092c\u0928\u093e\u0928\u0947 \u092e\u0947\u0902 \u0938\u092c\u0938\u0947 \u0915\u094d\u0930\u093f\u091f\u093f\u0915\u0932 \u0921\u093f\u0938\u0940\u091c\u0928 \u092f\u0939 \u0939\u094b\u0924\u093e \u0939\u0948 \u0915\u093f \u0906\u092a \u0915\u093f\u0938 \u091f\u093e\u0907\u092a \u0915\u093e \u092e\u0949\u0921\u0932 \u092f\u0942\u091c\u093c \u0915\u0930\u0947\u0902\u0917\u0947\u0964 \u0939\u0930 \u092a\u094d\u0930\u0949\u092c\u094d\u0932\u092e \u0915\u0947 \u0932\u093f\u090f \u0905\u0932\u0917 \u0906\u0930\u094d\u0915\u093f\u091f\u0947\u0915\u094d\u091a\u0930 \u0939\u094b\u0924\u093e \u0939\u0948, \u0907\u092e\u0947\u091c recognition \u0915\u0947 \u0932\u093f\u090f CNN (Convolutional Neural Network), Natural Language Processing \u0915\u0947 \u0932\u093f\u090f Transformer, \u0914\u0930 \u091f\u093e\u0907\u092e-\u0938\u0940\u0930\u0940\u091c\u093c \u092f\u093e \u0938\u0940\u0915\u094d\u0935\u0947\u0902\u0938 \u0921\u0947\u091f\u093e \u0915\u0947 \u0932\u093f\u090f RNN \u092f\u093e LSTM \u0938\u092c\u0938\u0947 \u092c\u0947\u0939\u0924\u0930 \u092e\u093e\u0928\u0947 \u091c\u093e\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n\n\n\n<p>\u0917\u0932\u0924 \u0906\u0930\u094d\u0915\u093f\u091f\u0947\u0915\u094d\u091a\u0930 \u091a\u0941\u0928\u0928\u0947 \u0938\u0947 \u0905\u091a\u094d\u091b\u0947 \u0938\u0947 \u0905\u091a\u094d\u091b\u093e \u0921\u0947\u091f\u093e \u092d\u0940 \u0915\u093e\u092e \u0915\u093e \u0928\u0939\u0940\u0902 \u0930\u0939\u0924\u093e\u0964 \u0907\u0938\u0932\u093f\u090f \u091f\u0940\u092e\u094d\u0938 \u0915\u094b \u092a\u0939\u0932\u0947 \u092f\u0939 \u0938\u092e\u091d\u0928\u093e \u091c\u093c\u0930\u0942\u0930\u0940 \u0939\u0948 \u0915\u093f \u0909\u0928\u0915\u0940 \u092a\u094d\u0930\u0949\u092c\u094d\u0932\u092e classification \u0939\u0948, regression \u0939\u0948, \u092f\u093e generation, \u0909\u0938\u0915\u0947 \u092c\u093e\u0926 \u0939\u0940 \u092e\u0949\u0921\u0932 \u0938\u093f\u0932\u0947\u0915\u094d\u0936\u0928 \u0915\u0930\u0947\u0902\u0964 \u092a\u094d\u0930\u0940-\u091f\u094d\u0930\u0947\u0902\u0921 \u092e\u0949\u0921\u0932\u094d\u0938 \u091c\u0948\u0938\u0947 BERT \u092f\u093e ResNet \u0915\u094b fine-tune \u0915\u0930\u0928\u093e \u092d\u0940 \u090f\u0915 \u0938\u094d\u092e\u093e\u0930\u094d\u091f \u0914\u0930 \u091f\u093e\u0907\u092e-\u0938\u0947\u0935\u093f\u0902\u0917 \u0911\u092a\u094d\u0936\u0928 \u0939\u094b \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"WPT9WPTheme\">\u092e\u0949\u0921\u0932 \u091f\u094d\u0930\u0947\u0928\u093f\u0902\u0917<\/h3>\n\n\n\n<p>\u091f\u094d\u0930\u0947\u0928\u093f\u0902\u0917 \u0935\u094b \u092a\u094d\u0930\u094b\u0938\u0947\u0938 \u0939\u0948 \u091c\u0939\u093e\u0901 \u092e\u0949\u0921\u0932 \u0921\u0947\u091f\u093e \u0938\u0947 \u092a\u0948\u091f\u0930\u094d\u0928\u094d\u0938 \u0938\u0940\u0916\u0924\u093e \u0939\u0948\u0964 \u0907\u0938\u092e\u0947\u0902 \u0932\u0949\u0938 \u092b\u0902\u0915\u094d\u0936\u0928 \u0921\u093f\u092b\u093e\u0907\u0928 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948 \u091c\u094b \u092c\u0924\u093e\u0924\u093e \u0939\u0948 \u0915\u093f \u092e\u0949\u0921\u0932 \u0915\u093f\u0924\u0928\u093e \u0917\u0932\u0924 \u0939\u0948, \u0914\u0930 \u0911\u092a\u094d\u091f\u093f\u092e\u093e\u0907\u091c\u093c\u0930 (\u091c\u0948\u0938\u0947 Adam \u092f\u093e SGD) \u0909\u0938 \u0917\u0932\u0924\u0940 \u0915\u094b \u0915\u092e \u0915\u0930\u0928\u0947 \u0915\u0940 \u0915\u094b\u0936\u093f\u0936 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0930\u0947\u091f, \u092c\u0948\u091a \u0938\u093e\u0907\u091c\u093c, \u0914\u0930 epochs \u091c\u0948\u0938\u0947 \u0939\u093e\u0907\u092a\u0930\u092a\u0948\u0930\u093e\u092e\u0940\u091f\u0930\u094d\u0938 \u091f\u094d\u0930\u0947\u0928\u093f\u0902\u0917 \u0915\u0940 \u0915\u094d\u0935\u093e\u0932\u093f\u091f\u0940 \u0915\u094b \u0938\u0940\u0927\u0947 \u0907\u092b\u0947\u0915\u094d\u091f \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n\n\n\n<p>\u091f\u094d\u0930\u0947\u0928\u093f\u0902\u0917 \u092a\u094d\u0930\u094b\u0938\u0947\u0938 \u0915\u093e\u092b\u0940 compute-intensive \u0939\u094b\u0924\u0940 \u0939\u0948 \u0914\u0930 \u0907\u0938\u0915\u0947 \u0932\u093f\u090f GPU \u092f\u093e TPU \u0915\u0940 \u091c\u093c\u0930\u0942\u0930\u0924 \u092a\u0921\u093c\u0924\u0940 \u0939\u0948\u0964 \u092c\u0921\u093c\u0947 \u092e\u0949\u0921\u0932\u094d\u0938 \u0915\u094b \u091f\u094d\u0930\u0947\u0928 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u0918\u0902\u091f\u094b\u0902 \u0938\u0947 \u0932\u0947\u0915\u0930 \u0939\u092b\u094d\u0924\u094b\u0902 \u0924\u0915 \u0915\u093e \u0938\u092e\u092f \u0932\u0917 \u0938\u0915\u0924\u093e \u0939\u0948\u0964 \u0907\u0938\u0932\u093f\u090f \u091f\u0940\u092e\u094d\u0938 \u0915\u094b \u091f\u094d\u0930\u0947\u0928\u093f\u0902\u0917 \u0915\u0947 \u0926\u094c\u0930\u093e\u0928 loss curves \u092e\u0949\u0928\u093f\u091f\u0930 \u0915\u0930\u0928\u0940 \u091a\u093e\u0939\u093f\u090f \u0924\u093e\u0915\u093f overfitting \u092f\u093e underfitting \u091c\u0948\u0938\u0940 \u092a\u094d\u0930\u0949\u092c\u094d\u0932\u092e\u094d\u0938 \u0915\u094b \u091c\u0932\u094d\u0926\u0940 \u092a\u0915\u0921\u093c\u093e \u091c\u093e \u0938\u0915\u0947\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"WPT10WPTheme\">\u092e\u0949\u0921\u0932 \u0907\u0935\u0948\u0932\u094d\u092f\u0942\u090f\u0936\u0928<\/h3>\n\n\n\n<p>\u091f\u094d\u0930\u0947\u0928\u093f\u0902\u0917 \u0915\u0947 \u092c\u093e\u0926 \u092e\u0949\u0921\u0932 \u0915\u094b \u0909\u0938 \u0921\u0947\u091f\u093e \u092a\u0930 \u091f\u0947\u0938\u094d\u091f \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948 \u091c\u094b \u0909\u0938\u0928\u0947 \u092a\u0939\u0932\u0947 \u0915\u092d\u0940 \u0928\u0939\u0940\u0902 \u0926\u0947\u0916\u093e \u2014 \u0907\u0938\u0947 test set \u0915\u0939\u0924\u0947 \u0939\u0948\u0902\u0964 \u0907\u0938\u0915\u0947 \u0932\u093f\u090f \u0905\u0932\u0917-\u0905\u0932\u0917 metrics \u092f\u0942\u091c\u093c \u0939\u094b\u0924\u0940 \u0939\u0948\u0902 \u091c\u0948\u0938\u0947 Accuracy, Precision, Recall, F1-Score classification \u0915\u0947 \u0932\u093f\u090f, \u0914\u0930 RMSE \u092f\u093e MAE regression \u091f\u093e\u0938\u094d\u0915 \u0915\u0947 \u0932\u093f\u090f\u0964<\/p>\n\n\n\n<p>\u0938\u093f\u0930\u094d\u092b accuracy \u0926\u0947\u0916\u0928\u093e \u0915\u093e\u092b\u0940 \u0928\u0939\u0940\u0902 \u0939\u094b\u0924\u093e, \u0916\u093e\u0938\u0915\u0930 \u091c\u092c \u0921\u0947\u091f\u093e imbalanced \u0939\u094b\u0964 \u0909\u0926\u093e\u0939\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f, \u0905\u0917\u0930 \u096f\u096b% \u0921\u0947\u091f\u093e \u090f\u0915 \u0939\u0940 \u0915\u094d\u0932\u093e\u0938 \u0915\u093e \u0939\u0948, \u0924\u094b \u092e\u0949\u0921\u0932 \u0939\u092e\u0947\u0936\u093e \u0935\u0939\u0940 \u0915\u094d\u0932\u093e\u0938 \u092a\u094d\u0930\u0947\u0921\u093f\u0915\u094d\u091f \u0915\u0930\u0915\u0947 \u092d\u0940 \u096f\u096b% accuracy \u0926\u093f\u0916\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964 \u0907\u0938\u0932\u093f\u090f confusion matrix \u0914\u0930 ROC curve \u091c\u0948\u0938\u0947 \u091f\u0942\u0932\u094d\u0938 \u0938\u0947 \u0921\u0940\u092a \u090f\u0928\u093e\u0932\u093f\u0938\u093f\u0938 \u0915\u0930\u0928\u093e \u091c\u093c\u0930\u0942\u0930\u0940 \u0939\u0948\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"WPT11WPTheme\">\u0939\u093e\u0907\u092a\u0930\u092a\u0948\u0930\u093e\u092e\u0940\u091f\u0930 \u091f\u094d\u092f\u0942\u0928\u093f\u0902\u0917<\/h3>\n\n\n\n<p>\u0939\u093e\u0907\u092a\u0930\u092a\u0948\u0930\u093e\u092e\u0940\u091f\u0930\u094d\u0938 \u0935\u094b settings \u0939\u094b\u0924\u0940 \u0939\u0948\u0902 \u091c\u094b \u091f\u094d\u0930\u0947\u0928\u093f\u0902\u0917 \u0938\u0947 \u092a\u0939\u0932\u0947 manually \u0938\u0947\u091f \u0915\u0940 \u091c\u093e\u0924\u0940 \u0939\u0948\u0902, \u091c\u0948\u0938\u0947 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0930\u0947\u091f, \u092c\u0948\u091a \u0938\u093e\u0907\u091c\u093c, \u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u0915\u0940 \u0932\u0947\u092f\u0930\u094d\u0938 \u0915\u0940 \u0938\u0902\u0916\u094d\u092f\u093e, \u0914\u0930 dropout rate\u0964 \u0907\u0928\u094d\u0939\u0947\u0902 \u0938\u0939\u0940 \u0924\u0930\u0940\u0915\u0947 \u0938\u0947 \u0938\u0947\u091f \u0915\u0930\u0928\u093e \u092e\u0949\u0921\u0932 \u0915\u0940 \u092a\u0930\u092b\u0949\u0930\u094d\u092e\u0947\u0902\u0938 \u0915\u094b \u0915\u093e\u092b\u0940 \u0939\u0926 \u0924\u0915 \u092c\u0947\u0939\u0924\u0930 \u092c\u0928\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<p>\u0907\u0938\u0915\u0947 \u0932\u093f\u090f Grid Search, Random Search, \u092f\u093e Bayesian Optimization \u091c\u0948\u0938\u0940 techniques \u092f\u0942\u091c\u093c \u0939\u094b\u0924\u0940 \u0939\u0948\u0902\u0964 Optuna \u0914\u0930 Ray Tune \u091c\u0948\u0938\u0947 \u091f\u0942\u0932\u094d\u0938 \u0907\u0938 \u092a\u094d\u0930\u094b\u0938\u0947\u0938 \u0915\u094b \u0911\u091f\u094b\u092e\u0947\u091f \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964 \u092f\u0939 \u0938\u094d\u091f\u0947\u092a time-consuming \u091c\u093c\u0930\u0942\u0930 \u0939\u0948, \u0932\u0947\u0915\u093f\u0928 \u090f\u0915 \u092c\u0947\u0939\u0924\u0930\u0940\u0928 \u092e\u0949\u0921\u0932 \u0914\u0930 \u090f\u0915 average \u092e\u0949\u0921\u0932 \u0915\u0947 \u092c\u0940\u091a \u0915\u093e \u092b\u0930\u094d\u0915 \u092f\u0939\u0940\u0902 \u0938\u0947 \u0906\u0924\u093e \u0939\u0948\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"WPT12WPTheme\">\u092e\u0949\u0921\u0932 \u0921\u093f\u092a\u094d\u0932\u0949\u092f\u092e\u0947\u0902\u091f<\/h3>\n\n\n\n<p>\u090f\u0915 \u092c\u093e\u0930 \u092e\u0949\u0921\u0932 \u0924\u0948\u092f\u093e\u0930 \u0914\u0930 \u0907\u0935\u0948\u0932\u094d\u092f\u0942\u090f\u091f \u0939\u094b \u091c\u093e\u090f, \u0924\u094b \u0909\u0938\u0947 \u0930\u093f\u092f\u0932-\u0935\u0930\u094d\u0932\u094d\u0921 \u092f\u0942\u091c\u093c \u0915\u0947 \u0932\u093f\u090f \u0921\u093f\u092a\u094d\u0932\u0949\u092f \u0915\u0930\u0928\u093e \u0939\u094b\u0924\u093e \u0939\u0948\u0964 \u0907\u0938\u0915\u0947 \u0932\u093f\u090f Flask \u092f\u093e FastAPI \u0938\u0947 REST API \u092c\u0928\u093e\u0908 \u091c\u093e\u0924\u0940 \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0926\u0942\u0938\u0930\u0947 \u090d\u092a\u094d\u0932\u093f\u0915\u0947\u0936\u0928\u094d\u0938 \u092e\u0949\u0921\u0932 \u0915\u094b \u0906\u0938\u093e\u0928\u0940 \u0938\u0947 \u0915\u0949\u0932 \u0915\u0930 \u0938\u0915\u0947\u0902\u0964 <a href=\"https:\/\/hi.milesweb.in\/hosting\/cloud-hosting\/\">\u0915\u094d\u0932\u093e\u0909\u0921<\/a> \u092a\u094d\u0932\u0947\u091f\u092b\u0949\u0930\u094d\u092e\u094d\u0938 \u091c\u0948\u0938\u0947 AWS SageMaker, Google Vertex AI, \u0914\u0930 Azure ML \u0921\u093f\u092a\u094d\u0932\u0949\u092f\u092e\u0947\u0902\u091f \u0915\u094b \u0938\u094d\u0915\u0947\u0932\u0947\u092c\u0932 \u0914\u0930 \u092e\u0948\u0928\u0947\u091c\u0947\u092c\u0932 \u092c\u0928\u093e\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n\n\n\n<p>\u090f\u091c \u0921\u093f\u092a\u094d\u0932\u0949\u092f\u092e\u0947\u0902\u091f \u0915\u0947 \u0932\u093f\u090f, \u091c\u0939\u093e\u0901 \u0907\u0902\u091f\u0930\u0928\u0947\u091f \u0915\u0928\u0947\u0915\u094d\u0936\u0928 \u0932\u093f\u092e\u093f\u091f\u0947\u0921 \u0939\u094b, TensorFlow Lite \u092f\u093e ONNX \u091c\u0948\u0938\u0947 \u092b\u094d\u0930\u0947\u092e\u0935\u0930\u094d\u0915\u094d\u0938 \u0915\u093e \u0907\u0938\u094d\u0924\u092e\u093e\u0932 \u0939\u094b\u0924\u093e \u0939\u0948 \u091c\u094b \u092e\u0949\u0921\u0932 \u0915\u094b lightweight \u092c\u0928\u093e\u0924\u0947 \u0939\u0948\u0902\u0964 \u0921\u093f\u092a\u094d\u0932\u0949\u092f\u092e\u0947\u0902\u091f \u0938\u094d\u091f\u094d\u0930\u0948\u091f\u0947\u091c\u0940 \u0939\u092e\u0947\u0936\u093e \u092f\u0942\u091c\u093c \u0915\u0947\u0938 \u092a\u0930 \u0928\u093f\u0930\u094d\u092d\u0930 \u0915\u0930\u0924\u0940 \u0939\u0948, \u091a\u093e\u0939\u0947 \u0935\u094b \u092e\u094b\u092c\u093e\u0907\u0932 \u090d\u092a \u0939\u094b, \u0935\u0947\u092c \u0938\u0930\u094d\u0935\u093f\u0938 \u0939\u094b, \u092f\u093e \u0915\u094b\u0908 \u0907\u0902\u0921\u0938\u094d\u091f\u094d\u0930\u093f\u092f\u0932 \u0921\u093f\u0935\u093e\u0907\u0938\u0964<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"WPT13WPTheme\">\u092e\u0949\u0928\u093f\u091f\u0930\u093f\u0902\u0917 \u0914\u0930 \u092e\u0947\u0902\u091f\u0947\u0928\u0947\u0902\u0938<\/h3>\n\n\n\n<p>\u0921\u093f\u092a\u094d\u0932\u0949\u092f\u092e\u0947\u0902\u091f \u0915\u0947 \u092c\u093e\u0926 \u092e\u0949\u0921\u0932 \u0915\u0940 \u091c\u093c\u093f\u092e\u094d\u092e\u0947\u0926\u093e\u0930\u0940 \u0916\u0924\u094d\u092e \u0928\u0939\u0940\u0902 \u0939\u094b\u0924\u0940\u0964 \u0930\u093f\u092f\u0932-\u0935\u0930\u094d\u0932\u094d\u0921 \u092e\u0947\u0902 \u0921\u0947\u091f\u093e \u0915\u0947 \u092a\u0948\u091f\u0930\u094d\u0928\u094d\u0938 \u0938\u092e\u092f \u0915\u0947 \u0938\u093e\u0925 \u092c\u0926\u0932\u0924\u0947 \u0930\u0939\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0947 Model Drift \u0915\u0939\u0924\u0947 \u0939\u0948\u0902\u0964 \u0907\u0938\u0938\u0947 \u092e\u0949\u0921\u0932 \u0915\u0940 \u090f\u0915\u094d\u092f\u0942\u0930\u0947\u0938\u0940 \u0927\u0940\u0930\u0947-\u0927\u0940\u0930\u0947 \u0915\u092e \u0939\u094b\u0928\u0947 \u0932\u0917\u0924\u0940 \u0939\u0948, \u0907\u0938\u0932\u093f\u090f \u092a\u0930\u092b\u0949\u0930\u094d\u092e\u0947\u0902\u0938 \u0915\u094b \u0932\u0917\u093e\u0924\u093e\u0930 \u092e\u0949\u0928\u093f\u091f\u0930 \u0915\u0930\u0928\u093e \u091c\u093c\u0930\u0942\u0930\u0940 \u0939\u0948\u0964Prometheus, Grafana, \u092f\u093e \u0915\u094d\u0932\u093e\u0909\u0921-\u092c\u0947\u0938\u094d\u0921 \u092e\u0949\u0928\u093f\u091f\u0930\u093f\u0902\u0917 \u091f\u0942\u0932\u094d\u0938 \u0938\u0947 \u092e\u0949\u0921\u0932 \u0915\u0940 predictions, latency, \u0914\u0930 \u090f\u0930\u0930 \u0930\u0947\u091f\u094d\u0938 \u091f\u094d\u0930\u0948\u0915 \u0915\u0940 \u091c\u093e\u0924\u0940 \u0939\u0948\u0902\u0964 \u091c\u092c \u092d\u0940 \u092e\u0949\u0921\u0932 \u0915\u0940 \u092a\u0930\u092b\u0949\u0930\u094d\u092e\u0947\u0902\u0938 \u090f\u0915 threshold \u0938\u0947 \u0928\u0940\u091a\u0947 \u091c\u093e\u090f, \u0924\u094b \u0928\u090f \u0921\u0947\u091f\u093e \u0915\u0947 \u0938\u093e\u0925 re-training \u0915\u0930\u0928\u0940 \u092a\u0921\u093c\u0924\u0940 \u0939\u0948\u0964 \u092f\u0939 \u090f\u0915 \u0932\u0917\u093e\u0924\u093e\u0930 \u091a\u0932\u0928\u0947 \u0935\u093e\u0932\u093e \u092a\u094d\u0930\u094b\u0938\u0947\u0938 \u0939\u0948 \u091c\u094b \u092e\u0949\u0921\u0932 \u0915\u094b \u0932\u0902\u092c\u0947 \u0938\u092e\u092f \u0924\u0915 \u0930\u093f\u0932\u0947\u0935\u0947\u0902\u091f \u0914\u0930 \u090f\u0915\u094d\u092f\u0942\u0930\u0947\u091f \u092c\u0928\u093e\u090f \u0930\u0916\u0924\u0940 \u0939\u0948\u0964<\/p>\n\n\n\n<div class=\"vlt-box \">\n<div class=\"box-title\" style=\"background:#D5EAFF; color:#000\">\u0928\u093f\u0937\u094d\u0915\u0930\u094d\u0937<\/div>\n<div class=\"box-content\" >\n<p>AI \u092e\u0949\u0921\u0932 \u092c\u0928\u093e\u0928\u093e \u0906\u091c \u092a\u0939\u0932\u0947 \u0938\u0947 \u0915\u0939\u0940\u0902 \u091c\u094d\u092f\u093e\u0926\u093e \u0906\u0938\u093e\u0928 \u0939\u094b \u0917\u092f\u093e \u0939\u0948, \u0932\u0947\u0915\u093f\u0928 \u0938\u0939\u0940 \u0926\u093f\u0936\u093e \u0914\u0930 \u0938\u092e\u091d \u0939\u094b\u0928\u093e \u092c\u0947\u0939\u0926 \u091c\u0930\u0942\u0930\u0940 \u0939\u0948\u0964 \u0938\u0939\u0940 \u0921\u0947\u091f\u093e, \u0938\u0939\u0940 \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u0914\u0930 \u0932\u0917\u093e\u0924\u093e\u0930 \u091f\u0947\u0938\u094d\u091f\u093f\u0902\u0917 \u0915\u0947 \u0938\u093e\u0925 \u0906\u092a \u090f\u0915 \u092a\u094d\u0930\u092d\u093e\u0935\u0940 AI \u092e\u0949\u0921\u0932 \u0924\u0948\u092f\u093e\u0930 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u091a\u093e\u0939\u0947 \u0906\u092a \u0936\u0941\u0930\u0941\u0906\u0924 \u0915\u0930 \u0930\u0939\u0947 \u0939\u094b\u0902 \u092f\u093e \u0905\u092a\u0928\u0947 \u0938\u094d\u0915\u093f\u0932\u094d\u0938 \u0915\u094b \u0906\u0917\u0947 \u092c\u0922\u093c\u093e\u0928\u093e \u091a\u093e\u0939\u0924\u0947 \u0939\u094b\u0902, \u091b\u094b\u091f\u0947 \u092a\u094d\u0930\u094b\u091c\u0947\u0915\u094d\u091f\u094d\u0938 \u0938\u0947 \u0936\u0941\u0930\u0942 \u0915\u0930\u0947\u0902, \u0928\u090f \u091f\u0942\u0932\u094d\u0938 \u0938\u0940\u0916\u0947\u0902 \u0914\u0930 \u0932\u0917\u093e\u0924\u093e\u0930 \u092a\u094d\u0930\u0948\u0915\u094d\u091f\u093f\u0938 \u0915\u0930\u0924\u0947 \u0930\u0939\u0947\u0902, \u0915\u094d\u092f\u094b\u0902\u0915\u093f AI \u0915\u0940 \u0926\u0941\u0928\u093f\u092f\u093e \u092e\u0947\u0902 \u0938\u0940\u0916\u0928\u093e \u0915\u092d\u0940 \u0930\u0941\u0915\u0924\u093e \u0928\u0939\u0940\u0902 \u0939\u0948\u0964\n<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"vlt-box \">\n<h2 class=\"box-title\" style=\"background:#D5EAFF; color:#000\" id=\"WPT14WPTheme\">FAQs<\/h2>\n<div class=\"box-content\" >\n<h3 class=\"box-title\" style=\"background:#D5EAFF; color:#000\">\u0967. AI model \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0915\u094c\u0928\u0938\u0940 programming language \u0938\u0940\u0916\u0928\u0940 \u091a\u093e\u0939\u093f\u090f?<\/h3>\n<p>AI model \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0938\u092c\u0938\u0947 \u091c\u093c\u094d\u092f\u093e\u0926\u093e \u0907\u0938\u094d\u0924\u0947\u092e\u093e\u0932 \u0939\u094b\u0928\u0947 \u0935\u093e\u0932\u0940 programming language Python \u0939\u0948\u0964 \u0907\u0938\u0915\u093e syntax \u0906\u0938\u093e\u0928 \u0939\u0948 \u0914\u0930 \u0907\u0938\u092e\u0947\u0902 AI\/ML \u0915\u0947 \u0932\u093f\u090f powerful libraries \u091c\u0948\u0938\u0947 TensorFlow, PyTorch \u0914\u0930 Scikit-learn \u0909\u092a\u0932\u092c\u094d\u0927 \u0939\u0948\u0902\u0964 \u0905\u0917\u0930 \u0906\u092a \u0936\u0941\u0930\u0941\u0906\u0924 \u0915\u0930 \u0930\u0939\u0947 \u0939\u0948\u0902, \u0924\u094b Python \u0938\u0940\u0916\u0928\u093e \u0938\u092c\u0938\u0947 \u092c\u0947\u0939\u0924\u0930 \u0930\u0939\u0947\u0917\u093e\u0964 \u0907\u0938\u0915\u0947 \u0905\u0932\u093e\u0935\u093e R, Java \u0914\u0930 C++ \u092d\u0940 \u0915\u0941\u091b specific use cases \u092e\u0947\u0902 \u0915\u093e\u092e \u0906\u0924\u0947 \u0939\u0948\u0902, \u0932\u0947\u0915\u093f\u0928 beginners \u0915\u0947 \u0932\u093f\u090f Python \u0939\u0940 best choice \u0939\u0948\u0964<\/p>\n<h3 class=\"box-title\" style=\"background:#D5EAFF; color:#000\">\u0968. AI model \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f mathematics \u0915\u093f\u0924\u0928\u0940 \u091c\u093c\u0930\u0942\u0930\u0940 \u0939\u0948?\n<\/h3>\n<p>AI \u0914\u0930 Machine Learning \u092e\u0947\u0902 mathematics \u0915\u093e\u092b\u0940 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u092d\u0942\u092e\u093f\u0915\u093e \u0928\u093f\u092d\u093e\u0924\u0940 \u0939\u0948, \u0932\u0947\u0915\u093f\u0928 \u0936\u0941\u0930\u0941\u0906\u0924 \u092e\u0947\u0902 \u0906\u092a\u0915\u094b \u092c\u0939\u0941\u0924 advanced maths \u091c\u093e\u0928\u0928\u093e \u091c\u0930\u0942\u0930\u0940 \u0928\u0939\u0940\u0902 \u0939\u0948\u0964 \u0906\u092a\u0915\u094b \u092c\u0947\u0938\u093f\u0915 \u0915\u0902\u0938\u0947\u092a\u094d\u091f\u094d\u0938 \u091c\u0948\u0938\u0947 Linear Algebra, Statistics \u0914\u0930 Probability \u0915\u0940 \u0938\u092e\u091d \u0939\u094b\u0928\u0940 \u091a\u093e\u0939\u093f\u090f\u0964 <\/p>\n<h3 class=\"box-title\" style=\"background:#D5EAFF; color:#000\">\u0969. AI model \u0915\u094b \u0907\u0902\u091f\u0930\u0928\u0947\u091f \u092a\u0930 \u0915\u0948\u0938\u0947 deploy \u0915\u0930\u0947\u0902?<\/h3>\n<p>AI model \u0915\u094b deploy \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0906\u092a\u0915\u094b \u092a\u0939\u0932\u0947 \u0909\u0938\u0947 API \u092f\u093e web app \u0915\u0947 \u0930\u0942\u092a \u092e\u0947\u0902 \u0915\u0928\u094d\u0935\u0930\u094d\u091f \u0915\u0930\u0928\u093e \u0939\u094b\u0924\u093e \u0939\u0948\u0964 \u0907\u0938\u0915\u0947 \u0932\u093f\u090f \u0906\u092a frameworks \u091c\u0948\u0938\u0947 Flask \u092f\u093e FastAPI \u0915\u093e \u0907\u0938\u094d\u0924\u0947\u092e\u093e\u0932 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u0907\u0938\u0915\u0947 \u092c\u093e\u0926 \u0906\u092a \u0905\u092a\u0928\u0947 model \u0915\u094b cloud platforms \u091c\u0948\u0938\u0947 Amazon Web Services, Google Cloud Platform \u092f\u093e Microsoft Azure \u092a\u0930 host \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/p>\n<\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u0906\u0930\u094d\u091f\u093f\u092b\u093f\u0936\u093f\u092f\u0932 \u0907\u0902\u091f\u0947\u0932\u093f\u091c\u0947\u0902\u0938 \u0921\u093f\u091c\u093f\u091f\u0932 \u092f\u0941\u0917 \u092e\u0947\u0902 \u090f\u0915 \u0928\u0908 \u0915\u0939\u093e\u0928\u0940 \u0932\u093f\u0916 \u0930\u0939\u093e \u0939\u0948\u0902\u0964 \u0907\u0938 \u091f\u0947\u0915\u094d\u0928\u094b\u0932\u0949\u091c\u0940 \u0915\u094b \u092c\u093f\u091c\u093c\u0928\u0947\u0938 \u092e\u0947\u0902 \u0915\u093e\u092b\u0940 \u092e\u093e\u0924\u094d\u0930\u093e \u092e\u0947\u0902 \u0907\u0938\u094d\u0924\u092e\u093e\u0932 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0902\u0964 \u0907\u0938\u0932\u093f\u090f \u0906\u092a \u0926\u0947\u0916 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u0915\u093f ChatGPT, Claude.ai, OpenClaw, \u092f\u093e \u092b\u093f\u0930 \u092c\u093e\u0915\u0940 AI tools \u0906\u091c \u0915\u0940 \u0924\u093e\u0930\u0940\u0916 \u092e\u0947\u0902 \u091c\u093c\u0930\u0942\u0930\u0940 \u0939\u094b \u0917\u092f\u093e \u0939\u0948 \u0938\u0940\u0916\u0928\u093e\u0964 Cybersecurity, content creation, \u0914\u0930 predictive analysis \u091c\u0948\u0938\u0947 \u0915\u093e\u092e AI&#8230; <a class=\"read-more\" href=\"https:\/\/hi.milesweb.in\/tutorials\/shuruaati-guide\/how-to-make-ai-model-hindi\/\">Read More<\/a><\/p>\n","protected":false},"author":2,"featured_media":5046,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[32],"tags":[],"class_list":["post-4988","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-shuruaati-guide"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AI \u092e\u0949\u0921\u0932 \u0915\u0948\u0938\u0947 \u092c\u0928\u093e\u090f?<\/title>\n<meta name=\"description\" content=\"\u091c\u093e\u0928\u0947\u0902 AI \u092e\u0949\u0921\u0932 \u0915\u0948\u0938\u0947 \u092c\u0928\u093e\u090f\u0902 \u2014 Python, TensorFlow \u0914\u0930 scikit-learn \u0938\u0947 step-by-step guide\u0964 \u092c\u093f\u0928\u093e experience \u0915\u0947 \u092d\u0940 \u0936\u0941\u0930\u0942 \u0915\u0930\u0947\u0902\u0964 \u0905\u092d\u0940 \u092a\u0922\u093c\u0947\u0902!\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/hi.milesweb.in\/tutorials\/shuruaati-guide\/how-to-make-ai-model-hindi\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI \u092e\u0949\u0921\u0932 \u0915\u0948\u0938\u0947 \u092c\u0928\u093e\u090f?\" \/>\n<meta property=\"og:description\" content=\"\u091c\u093e\u0928\u0947\u0902 AI \u092e\u0949\u0921\u0932 \u0915\u0948\u0938\u0947 \u092c\u0928\u093e\u090f\u0902 \u2014 Python, TensorFlow \u0914\u0930 scikit-learn \u0938\u0947 step-by-step guide\u0964 \u092c\u093f\u0928\u093e experience \u0915\u0947 \u092d\u0940 \u0936\u0941\u0930\u0942 \u0915\u0930\u0947\u0902\u0964 \u0905\u092d\u0940 \u092a\u0922\u093c\u0947\u0902!\" \/>\n<meta property=\"og:url\" content=\"https:\/\/hi.milesweb.in\/tutorials\/shuruaati-guide\/how-to-make-ai-model-hindi\/\" \/>\n<meta property=\"og:site_name\" content=\"\u092e\u093e\u0907\u0932\u094d\u0938\u0935\u0947\u092c \u0926\u094d\u0935\u093e\u0930\u093e \u0935\u0947\u092c \u0939\u094b\u0938\u094d\u091f\u093f\u0902\u0917 \u092c\u094d\u0932\u0949\u0917 | \u0935\u0930\u094d\u0921\u092a\u094d\u0930\u0947\u0938, \u0915\u094d\u0932\u093e\u0909\u0921 \u0914\u0930 SEO \u092f\u0941\u0915\u094d\u0924\u093f\u092f\u093e\u0901\" \/>\n<meta property=\"article:published_time\" content=\"2026-04-10T08:54:39+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-04-10T08:54:40+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/hi.milesweb.in\/tutorials\/wp-content\/uploads\/2026\/04\/how-to-make-ai-model-hindi.png\" \/>\n\t<meta property=\"og:image:width\" content=\"800\" \/>\n\t<meta property=\"og:image:height\" content=\"445\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Sommaya Singh\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Sommaya Singh\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/hi.milesweb.in\/tutorials\/shuruaati-guide\/how-to-make-ai-model-hindi\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/hi.milesweb.in\/tutorials\/shuruaati-guide\/how-to-make-ai-model-hindi\/\"},\"author\":{\"name\":\"Sommaya Singh\",\"@id\":\"https:\/\/hi.milesweb.in\/tutorials\/#\/schema\/person\/9ef8fc54b2815045193e84df7ca97cb7\"},\"headline\":\"AI \u092e\u0949\u0921\u0932 \u0915\u0948\u0938\u0947 \u092c\u0928\u093e\u090f? 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