{"id":140613,"date":"2025-06-09T16:24:09","date_gmt":"2025-06-09T10:54:09","guid":{"rendered":"https:\/\/rajras.in\/?page_id=140613"},"modified":"2025-06-21T14:34:10","modified_gmt":"2025-06-21T09:04:10","slug":"recent-developments-in-information-and-communication-technology","status":"publish","type":"page","link":"https:\/\/rajras.in\/hi\/ras\/mains\/paper-2\/science-tech\/recent-developments-in-information-and-communication-technology\/","title":{"rendered":"\u0938\u0942\u091a\u0928\u093e \u0914\u0930 \u0938\u0902\u091a\u093e\u0930 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940 \u092e\u0947\u0902 \u0939\u093e\u0932\u093f\u092f\u093e \u0935\u093f\u0915\u093e\u0938"},"content":{"rendered":"\n<p><strong>\u0938\u0942\u091a\u0928\u093e \u0914\u0930 \u0938\u0902\u091a\u093e\u0930 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940 \u092e\u0947\u0902 \u0939\u093e\u0932\u093f\u092f\u093e \u0935\u093f\u0915\u093e\u0938<\/strong> : \u0906\u091c \u0915\u0947 \u092f\u0941\u0917 \u092e\u0947\u0902 \u0938\u0942\u091a\u0928\u093e \u0914\u0930 \u0938\u0902\u091a\u093e\u0930 <a href=\"https:\/\/rajras.in\/hi\/ras\/mains\/paper-2\/science-tech\/\">\u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940<\/a> \u092e\u0947\u0902 \u0939\u094b \u0930\u0939\u0947 \u0924\u0940\u0935\u094d\u0930 \u0935\u093f\u0915\u093e\u0938 \u0928\u0947 \u0939\u092e\u093e\u0930\u0947 \u0915\u093e\u0930\u094d\u092f \u0915\u0930\u0928\u0947 \u0915\u0947 \u0922\u0902\u0917 \u0915\u094b \u092a\u0942\u0930\u0940 \u0924\u0930\u0939 \u092c\u0926\u0932 \u0926\u093f\u092f\u093e \u0939\u0948\u0964 <em>\u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940<\/em> \u0915\u0947 \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u092e\u0947\u0902 <strong>\u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917<\/strong> \u090f\u0915 \u0910\u0938\u0940 \u0924\u0915\u0928\u0940\u0915 \u092c\u0928\u0915\u0930 \u0909\u092d\u0930\u0940 \u0939\u0948, \u091c\u094b \u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930 \u0915\u094b \u0905\u0928\u0941\u092d\u0935 \u0914\u0930 \u0921\u093e\u091f\u093e \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u0938\u094d\u0935\u092f\u0902 \u0928\u093f\u0930\u094d\u0923\u092f \u0932\u0947\u0928\u0947 \u0914\u0930 \u0938\u0940\u0916\u0928\u0947 \u092e\u0947\u0902 \u0938\u0915\u094d\u0937\u092e \u092c\u0928\u093e\u0924\u0940 \u0939\u0948\u0964 \u0907\u0938\u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 \u091a\u093f\u0915\u093f\u0924\u094d\u0938\u093e, \u0935\u094d\u092f\u093e\u092a\u093e\u0930, \u0915\u0943\u0937\u093f, \u0936\u093f\u0915\u094d\u0937\u093e \u0914\u0930 \u0938\u0941\u0930\u0915\u094d\u0937\u093e \u091c\u0948\u0938\u0947 \u0915\u0908 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u092e\u0947\u0902 \u0915\u094d\u0930\u093e\u0902\u0924\u093f\u0915\u093e\u0930\u0940 \u092c\u0926\u0932\u093e\u0935 \u0906\u090f \u0939\u0948\u0902\u0964<\/p>\n\n\n\n<p>\u0907\u0938\u0940 \u0915\u0921\u093c\u0940 \u092e\u0947\u0902, <strong>\u0921\u0940\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0914\u0930 \u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915\u094d\u0938<\/strong> \u092d\u0940 \u090f\u0915 \u092e\u0939\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u092d\u0942\u092e\u093f\u0915\u093e \u0928\u093f\u092d\u093e \u0930\u0939\u0947 \u0939\u0948\u0902\u0964 \u092f\u0939 \u0924\u0915\u0928\u0940\u0915 \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0915\u093e \u0939\u0940 \u090f\u0915 \u0909\u0928\u094d\u0928\u0924 \u0930\u0942\u092a \u0939\u0948, \u091c\u093f\u0938\u092e\u0947\u0902 \u0915\u0943\u0924\u094d\u0930\u093f\u092e \u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915\u094d\u0938 \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 \u092e\u0936\u0940\u0928\u0947\u0902 \u091c\u091f\u093f\u0932 \u0921\u093e\u091f\u093e \u0915\u094b \u0938\u092e\u091d\u0928\u0947, \u092a\u0939\u091a\u093e\u0928\u0928\u0947 \u0914\u0930 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e \u0926\u0947\u0928\u0947 \u092e\u0947\u0902 \u0938\u0915\u094d\u0937\u092e \u0939\u094b\u0924\u0940 \u0939\u0948\u0902, \u0920\u0940\u0915 \u0909\u0938\u0940 \u092a\u094d\u0930\u0915\u093e\u0930 \u091c\u0948\u0938\u0947 \u092e\u093e\u0928\u0935 \u092e\u0938\u094d\u0924\u093f\u0937\u094d\u0915 \u0915\u093e\u0930\u094d\u092f \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u0907\u0928 \u0924\u0915\u0928\u0940\u0915\u094b\u0902 \u0915\u0947 \u0915\u093e\u0930\u0923 \u0906\u091c \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0917\u093e\u0921\u093c\u093f\u092f\u093e\u0901, \u0935\u0949\u092f\u0938 \u0905\u0938\u093f\u0938\u094d\u091f\u0947\u0902\u091f\u094d\u0938, \u092b\u0947\u0938 \u0930\u093f\u0915\u0917\u094d\u0928\u093f\u0936\u0928 \u0938\u093f\u0938\u094d\u091f\u092e \u0914\u0930 \u0938\u094d\u092e\u093e\u0930\u094d\u091f \u0928\u093f\u0930\u094d\u0923\u092f \u092a\u094d\u0930\u0923\u093e\u0932\u0940 \u0938\u0902\u092d\u0935 \u0939\u094b \u092a\u093e\u0908 \u0939\u0948\u0902\u0964<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0935\u093f\u0917\u0924 \u0935\u0930\u094d\u0937\u094b\u0902 \u092e\u0947\u0902 \u092a\u0942\u091b\u0947 \u0917\u090f \u092a\u094d\u0930\u0936\u094d\u0928<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td>2023<\/td><td>(a) \u090f \u0906\u0908 \u0906\u0930 \u090f \u0921\u092c\u094d\u0932\u094d\u092f\u0942 \u090f \u091f\u0940 (AIRAWAT) \u0915\u093e \u092a\u0942\u0930\u094d\u0923 \u0930\u0942\u092a \u0915\u094d\u092f\u093e \u0939\u0948 ? \u0907\u0938\u0915\u0940 \u0915\u094b\u0908 \u091a\u093e\u0930 \u0922\u093e\u0901\u091a\u093e\u0917\u0924 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e\u0913\u0902 \u0915\u094b \u0932\u093f\u0916\u093f\u090f\u0964 5M(b) \u091a\u0948\u091f\u091c\u0940\u092a\u0940\u091f\u0940 (ChatGPT) \u0915\u0947 \u092c\u093e\u0930\u0947 \u092e\u0947\u0902 \u0938\u0902\u0915\u094d\u0937\u093f\u092a\u094d\u0924 \u092e\u0947\u0902 \u0935\u0930\u094d\u0923\u0928 \u0915\u0940\u091c\u093f\u090f\u0964&nbsp; (2.5 M)&nbsp;(c) \u0915\u0943\u0924\u094d\u0930\u093f\u092e \u092c\u0941\u0926\u094d\u0927\u093f\u092e\u0924\u094d\u0924\u093e \u0915\u0947 \u0938\u0902\u0926\u0930\u094d\u092d \u092e\u0947\u0902 \u0928\u094d\u092f\u0942\u0930\u0932 \u091c\u093e\u0932 (network) \u0915\u094d\u092f\u093e \u0939\u0948 ?&nbsp; (2.5 M)&nbsp;<\/td><td>10M<\/td><\/tr><tr><td>2021<\/td><td>\u0913.\u091f\u0940.\u091f\u0940. \u092a\u094d\u0932\u0947\u091f\u092b\u0949\u0930\u094d\u092e \u0915\u094d\u200d\u092f\u093e \u0939\u0948?<\/td><td>2&nbsp;M<\/td><\/tr><tr><td>2021<\/td><td>\u0906\u0930.\u090f\u092b.\u0906\u0908.\u0921\u0940. \u092a\u094d\u0930\u091a\u093e\u0932\u0928 \u0915\u093e \u092e\u0942\u0932 \u0938\u093f\u0926\u094d\u0927\u093e\u0928\u094d\u0924 \u0915\u094d\u092f\u093e \u0939\u0948? \u0907\u0938 \u0924\u0915\u0928\u0940\u0915 \u0915\u0947 \u0926\u094b \u0909\u092a\u092f\u094b\u0917 \u0926\u0940\u091c\u093f\u090f\u0964<\/td><td>2M<\/td><\/tr><tr><td>2021<\/td><td>\u0915\u094d\u0930\u093f\u092a\u094d\u091f\u094b\u0915\u0930\u0947\u0902\u0938\u0940 \u0915\u094d\u092f\u093e \u0939\u0948? \u0907\u0938\u0915\u0947 \u092b\u093e\u092f\u0926\u0947 \u0914\u0930 \u0928\u0941\u0915\u0938\u093e\u0928 \u0915\u094d\u092f\u093e \u0939\u0948\u0902?<\/td><td>2M<\/td><\/tr><tr><td>2013<\/td><td>\u0938\u093e\u0907\u092c\u0930\u092f\u0941\u0926\u094d\u0927 \u0928\u0940\u0924\u093f \u0915\u094d\u092f\u093e \u0939\u0948 ? \u0907\u0938 \u0924\u0915\u0928\u0940\u0915 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u092f\u0941\u0926\u094d\u0927 \u092e\u0947\u0902 \u0915\u0948\u0938\u0947 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948 ?<\/td><td>2M<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center has-luminous-vivid-orange-color has-text-color has-background has-link-color wp-elements-3cf4c3360652dd37db00c0cb9c5adb2b\" style=\"border-radius:10px;background-color:#fcb90059;padding-top:6px;padding-right:6px;padding-bottom:6px;padding-left:6px\"><strong>\u0938\u0942\u091a\u0928\u093e \u0914\u0930 \u0938\u0902\u091a\u093e\u0930 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading has-text-align-center has-background\" style=\"background-color:#0270ba59;padding-top:6px;padding-right:6px;padding-bottom:6px;padding-left:6px\"><strong>\u0921\u0940\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0914\u0930 \u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915\u094d\u0938<\/strong><\/h3>\n\n\n\n<p>\u0921\u0940\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092e\u093e\u0928\u0935 \u092e\u0938\u094d\u0924\u093f\u0937\u094d\u0915 \u0914\u0930 \u0907\u0938\u0915\u0947 \u0928\u094d\u092f\u0942\u0930\u0949\u0928\u094d\u0938 \u0938\u0947 \u092a\u094d\u0930\u0947\u0930\u093f\u0924 \u0939\u0948\u0964<\/p>\n\n\n\n<p><strong>\u0921\u0940\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0921\u0940\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0915\u0940 \u090f\u0915 \u0936\u093e\u0916\u093e \u0939\u0948 \u091c\u094b \u0915\u0943\u0924\u094d\u0930\u093f\u092e \u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915\u094d\u0938 (Artificial Neural Networks &#8211; ANN) \u092a\u0930 \u0928\u093f\u0930\u094d\u092d\u0930 \u0915\u0930\u0924\u0940 \u0939\u0948 \u0914\u0930 \u092e\u093e\u0928\u0935 \u092e\u0938\u094d\u0924\u093f\u0937\u094d\u0915 \u0915\u0940 \u0928\u0915\u0932 \u0915\u0930\u0924\u0940 \u0939\u0948\u0964<\/li>\n\n\n\n<li>\u092a\u093e\u0930\u0902\u092a\u0930\u093f\u0915 \u092a\u094d\u0930\u094b\u0917\u094d\u0930\u093e\u092e\u093f\u0902\u0917 \u0915\u0947 \u0935\u093f\u092a\u0930\u0940\u0924, \u0921\u0940\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0915\u094b \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u0915\u093e\u0930\u094d\u092f \u0915\u0947 \u0932\u093f\u090f \u0938\u094d\u092a\u0937\u094d\u091f \u092a\u094d\u0930\u094b\u0917\u094d\u0930\u093e\u092e\u093f\u0902\u0917 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0928\u0939\u0940\u0902 \u0939\u094b\u0924\u0940\u0964<\/li>\n<\/ul>\n\n\n\n<h6 class=\"wp-block-heading\"><strong>\u0915\u0943\u0924\u094d\u0930\u093f\u092e \u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915\u094d\u0938&nbsp; (ANN)<\/strong><\/h6>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0921\u0940\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092e\u0947\u0902 \u0915\u0943\u0924\u094d\u0930\u093f\u092e \u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915\u094d\u0938 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0939\u094b\u0924\u093e \u0939\u0948, \u091c\u094b \u092e\u093e\u0928\u0935 \u092e\u0938\u094d\u0924\u093f\u0937\u094d\u0915 \u0915\u0940 \u0938\u0902\u0930\u091a\u0928\u093e \u0914\u0930 \u0915\u093e\u0930\u094d\u092f\u092a\u094d\u0930\u0923\u093e\u0932\u0940 \u0938\u0947 \u092a\u094d\u0930\u0947\u0930\u093f\u0924 \u0939\u0948\u0902\u0964<\/li>\n\n\n\n<li>ANN \u0938\u0949\u092b\u093c\u094d\u091f\u0935\u0947\u092f\u0930 \u0907\u0915\u093e\u0907\u092f\u094b\u0902 (\u0928\u094d\u092f\u0942\u0930\u0949\u0928\u094d\u0938) \u0915\u0940 \u092a\u0930\u0924\u0947\u0902 \u0939\u094b\u0924\u0940 \u0939\u0948\u0902, \u091c\u094b \u0921\u0947\u091f\u093e \u0915\u094b \u0915\u0908 \u092a\u0930\u0924\u094b\u0902 \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 \u0938\u0902\u0938\u093e\u0927\u093f\u0924 \u0915\u0930\u0924\u0940 \u0939\u0948\u0902\u0964<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"526\" src=\"https:\/\/rajras.in\/wp-content\/uploads\/2025\/06\/image24-4-1024x526.png\" alt=\"Recent developments in information and communication technology\" class=\"wp-image-139817\" style=\"width:600px\" srcset=\"https:\/\/rajras.in\/wp-content\/uploads\/2025\/06\/image24-4-1024x526.png 1024w, https:\/\/rajras.in\/wp-content\/uploads\/2025\/06\/image24-4-600x308.png 600w, https:\/\/rajras.in\/wp-content\/uploads\/2025\/06\/image24-4-300x154.png 300w, https:\/\/rajras.in\/wp-content\/uploads\/2025\/06\/image24-4-768x395.png 768w, https:\/\/rajras.in\/wp-content\/uploads\/2025\/06\/image24-4.png 1136w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>\u0938\u093e\u092e\u093e\u0928\u094d\u092f \u0938\u0902\u0930\u091a\u0928\u093e \u092e\u0947\u0902 \u0928\u093f\u092e\u094d\u0928 \u0936\u093e\u092e\u093f\u0932 \u0939\u094b\u0924\u0947 \u0939\u0948\u0902:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0907\u0928\u092a\u0941\u091f \u0928\u094b\u0921 (Input Node):<\/strong> \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0926\u0941\u0928\u093f\u092f\u093e \u0938\u0947 \u0921\u0947\u091f\u093e \u0932\u0947\u0924\u093e \u0939\u0948 \u0914\u0930 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u092e\u0947\u0902 \u092a\u094d\u0930\u0935\u0947\u0936 \u0915\u0930\u093e\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u0939\u093f\u0921\u0928 \u0928\u094b\u0921 (Hidden Node):<\/strong> \u0921\u0947\u091f\u093e \u0915\u094b \u0938\u0902\u0938\u093e\u0927\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948 \u0914\u0930 \u0917\u0923\u0928\u093e \u0915\u0930\u0924\u093e \u0939\u0948 (\u0907\u0938\u092e\u0947\u0902 \u0915\u0908 \u092a\u0930\u0924\u0947\u0902 \u0939\u094b \u0938\u0915\u0924\u0940 \u0939\u0948\u0902)\u0964<\/li>\n\n\n\n<li><strong>\u0906\u0909\u091f\u092a\u0941\u091f \u0928\u094b\u0921 (Output Node):<\/strong> \u0905\u0902\u0924\u093f\u092e \u092a\u0930\u093f\u0923\u093e\u092e \u0909\u0924\u094d\u092a\u0928\u094d\u0928 \u0915\u0930\u0924\u093e \u0939\u0948 \u0914\u0930 \u0907\u0938\u0947 \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0926\u0941\u0928\u093f\u092f\u093e \u0938\u0947 \u091c\u094b\u0921\u093c\u0924\u093e \u0939\u0948\u0964<\/li>\n<\/ul>\n\n\n\n<p>\u092f\u0939 \u092a\u0930\u0924\u092c\u0926\u094d\u0927 \u0926\u0943\u0937\u094d\u091f\u093f\u0915\u094b\u0923 \u092e\u0936\u0940\u0928\u094b\u0902 \u0915\u094b \u0921\u0947\u091f\u093e \u0938\u0947 \u0938\u0940\u0916\u0928\u0947 \u092e\u0947\u0902 \u0938\u0915\u094d\u0937\u092e \u092c\u0928\u093e\u0924\u093e \u0939\u0948, \u091c\u094b \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 (classification) \u0914\u0930 \u092d\u0935\u093f\u0937\u094d\u092f\u0935\u093e\u0923\u0940 (prediction) \u091c\u0948\u0938\u0947 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u094b \u0938\u0902\u092d\u0935 \u092c\u0928\u093e\u0924\u093e \u0939\u0948\u0964<br>\u0938\u0902\u0915\u094d\u0937\u0947\u092a \u092e\u0947\u0902, \u090f\u0915 ANN \u0921\u0947\u091f\u093e \u0915\u094b \u090f\u0915 \u0928\u094d\u092f\u0942\u0930\u0949\u0928 \u0938\u0947 \u0926\u0942\u0938\u0930\u0947 \u0928\u094d\u092f\u0942\u0930\u0949\u0928 \u0924\u0915 \u092a\u0930\u0924\u094b\u0902 \u092e\u0947\u0902 \u0917\u0941\u091c\u093c\u0930\u0928\u0947 \u0926\u0947\u0924\u093e \u0939\u0948, \u0907\u0938\u0947 \u0924\u092c \u0924\u0915 \u092a\u0930\u093f\u0935\u0930\u094d\u0924\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948 \u091c\u092c \u0924\u0915 \u0915\u093f \u092f\u0939 \u0915\u093f\u0938\u0940 \u0928\u093f\u0937\u094d\u0915\u0930\u094d\u0937 \u092f\u093e \u0906\u0909\u091f\u092a\u0941\u091f \u0924\u0915 \u0928\u0939\u0940\u0902 \u092a\u0939\u0941\u0902\u091a \u091c\u093e\u0924\u093e\u0964 \u092f\u0939 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u092e\u093e\u0928\u0935 \u092e\u0938\u094d\u0924\u093f\u0937\u094d\u0915 \u0926\u094d\u0935\u093e\u0930\u093e \u0928\u094d\u092f\u0942\u0930\u0949\u0928\u094d\u0938 \u0915\u0947 \u092c\u0940\u091a \u0938\u0902\u092c\u0902\u0927\u094b\u0902 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u0928\u093f\u0930\u094d\u0923\u092f \u0932\u0947\u0928\u0947 \u0915\u0947 \u0938\u092e\u093e\u0928 \u0939\u0948\u0964<\/p>\n\n\n\n<p><strong>\u0938\u0902\u092c\u0902\u0927 :<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0935\u0947\u091f\u094d\u0938 (Weights):<\/strong> \u0928\u094d\u092f\u0942\u0930\u0949\u0928\u094d\u0938 \u0915\u0947 \u092c\u0940\u091a \u0938\u0902\u092c\u0902\u0927\u094b\u0902 \u0915\u0947 \u0935\u0947\u091f\u094d\u0938 \u0939\u094b\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0928\u094d\u0939\u0947\u0902 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 \u0915\u0947 \u0926\u094c\u0930\u093e\u0928 \u0924\u094d\u0930\u0941\u091f\u093f\u092f\u094b\u0902 \u0915\u094b \u0915\u092e \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0938\u092e\u093e\u092f\u094b\u091c\u093f\u0924 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u092c\u093e\u092f\u0938\u0947\u091c\u093c (Biases):<\/strong> \u0907\u0928\u092a\u0941\u091f\u094d\u0938 \u092e\u0947\u0902 \u0905\u0924\u093f\u0930\u093f\u0915\u094d\u0924 \u092a\u0948\u0930\u093e\u092e\u0940\u091f\u0930 \u091c\u094b\u0921\u093c\u0947 \u091c\u093e\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u092e\u0949\u0921\u0932 \u0905\u0927\u093f\u0915 \u0932\u091a\u0940\u0932\u093e \u092c\u0928\u0924\u093e \u0939\u0948\u0964<\/li>\n<\/ul>\n\n\n\n<h6 class=\"wp-block-heading\"><strong>\u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915\u094d\u0938 \u0915\u093e \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 :<\/strong><\/h6>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e (Learning Process):<\/strong> \u0935\u0947\u091f\u094d\u0938 \u0914\u0930 \u092c\u093e\u092f\u0938\u0947\u091c\u093c \u0915\u094b \u0938\u092e\u093e\u092f\u094b\u091c\u093f\u0924 \u0915\u0930\u0928\u093e \u0936\u093e\u092e\u093f\u0932 \u0939\u0948 \u0924\u093e\u0915\u093f \u0905\u0928\u0941\u092e\u093e\u0928\u093f\u0924 \u0914\u0930 \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u0906\u0909\u091f\u092a\u0941\u091f \u0915\u0947 \u092c\u0940\u091a \u0915\u093e \u0905\u0902\u0924\u0930 \u0915\u092e \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0947\u0964<\/li>\n\n\n\n<li><strong>\u092c\u0948\u0915\u092a\u094d\u0930\u094b\u092a\u0947\u0917\u0947\u0936\u0928 (Backpropagation):<\/strong> \u090f\u0915 \u0938\u093e\u092e\u093e\u0928\u094d\u092f \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u094d\u092e \u0939\u0948, \u091c\u093f\u0938\u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0924\u094d\u0930\u0941\u091f\u093f \u0915\u094b \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u092e\u0947\u0902 \u092a\u0940\u091b\u0947 \u0915\u0940 \u0913\u0930 \u092a\u094d\u0930\u0938\u093e\u0930\u093f\u0924 \u0915\u0930 \u0935\u0947\u091f\u094d\u0938 \u0915\u094b \u0905\u092a\u0921\u0947\u091f \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0964<\/li>\n<\/ul>\n\n\n\n<p><strong>\u0921\u0940\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917\/\u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915\u094d\u0938 \u0915\u0947 \u0909\u0926\u093e\u0939\u0930\u0923<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0921\u094d\u0930\u093e\u0907\u0935\u093f\u0902\u0917 (Automated Driving):<\/strong> \u091f\u094d\u0930\u0948\u092b\u093f\u0915 \u0932\u093e\u0907\u091f\u094d\u0938, \u0938\u093f\u0917\u094d\u0928\u0932\u094d\u0938 \u0914\u0930 \u092a\u0948\u0926\u0932 \u092f\u093e\u0924\u094d\u0930\u093f\u092f\u094b\u0902 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0915\u0930 \u0926\u0941\u0930\u094d\u0918\u091f\u0928\u093e\u0913\u0902 \u0915\u094b \u0930\u094b\u0915\u0928\u093e\u0964<\/li>\n\n\n\n<li><strong>\u0907\u092e\u0947\u091c \u0914\u0930 \u0938\u094d\u092a\u0940\u091a \u0930\u093f\u0915\u0917\u094d\u0928\u093f\u0936\u0928 (Image and Speech Recognition):<\/strong> \u091a\u0947\u0939\u0930\u093e \u092a\u0939\u091a\u093e\u0928\u0928\u0947 \u0935\u093e\u0932\u0947 \u0938\u093f\u0938\u094d\u091f\u092e, \u0935\u0949\u092f\u0938 \u0905\u0938\u093f\u0938\u094d\u091f\u0947\u0902\u091f \u0906\u0926\u093f \u092e\u0947\u0902 \u0909\u092a\u092f\u094b\u0917\u0964<\/li>\n\n\n\n<li><strong>\u0928\u0947\u091a\u0941\u0930\u0932 \u0932\u0948\u0902\u0917\u094d\u0935\u0947\u091c \u092a\u094d\u0930\u094b\u0938\u0947\u0938\u093f\u0902\u0917 (Natural Language Processing):<\/strong> \u091a\u0948\u091f\u092c\u0949\u091f\u094d\u0938, \u092d\u093e\u0937\u093e \u0905\u0928\u0941\u0935\u093e\u0926 \u0914\u0930 \u092d\u093e\u0935 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u094b \u0936\u0915\u094d\u0924\u093f \u0926\u0947\u0928\u093e\u0964<\/li>\n\n\n\n<li><strong>\u092a\u0942\u0930\u094d\u0935\u093e\u0928\u0941\u092e\u093e\u0928 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 (Predictive Analytics):<\/strong> \u0935\u093f\u0924\u094d\u0924, \u0938\u094d\u0935\u093e\u0938\u094d\u0925\u094d\u092f \u0938\u0947\u0935\u093e \u0914\u0930 \u092e\u093e\u0930\u094d\u0915\u0947\u091f\u093f\u0902\u0917 \u092e\u0947\u0902 \u092d\u0935\u093f\u0937\u094d\u092f\u0935\u093e\u0923\u0940 \u0914\u0930 \u0928\u093f\u0930\u094d\u0923\u092f \u0932\u0947\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0909\u092a\u092f\u094b\u0917\u0964<\/li>\n\n\n\n<li><strong>\u090f\u092f\u0930\u094b\u0938\u094d\u092a\u0947\u0938 \u0914\u0930 \u0930\u0915\u094d\u0937\u093e (Aerospace and Defence):<\/strong> \u0909\u092a\u0917\u094d\u0930\u0939 \u091a\u093f\u0924\u094d\u0930\u094b\u0902 \u0938\u0947 \u0935\u0938\u094d\u0924\u0941\u0913\u0902 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u093e \u0914\u0930 \u0938\u0948\u0928\u093f\u0915\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0938\u0941\u0930\u0915\u094d\u0937\u093f\u0924 \u092f\u093e \u0905\u0938\u0941\u0930\u0915\u094d\u0937\u093f\u0924 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0915\u0930\u0928\u093e\u0964<\/li>\n\n\n\n<li><strong>\u091a\u093f\u0915\u093f\u0924\u094d\u0938\u093e \u0905\u0928\u0941\u0938\u0902\u0927\u093e\u0928 (Medical Research):<\/strong> \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0930\u0942\u092a \u0938\u0947 \u0915\u0948\u0902\u0938\u0930 \u0915\u094b\u0936\u093f\u0915\u093e\u0913\u0902 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u093e \u0914\u0930 \u092a\u094d\u0930\u093e\u0930\u0902\u092d\u093f\u0915 \u0928\u093f\u0926\u093e\u0928 \u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0930\u0928\u093e\u0964<\/li>\n\n\n\n<li><strong>\u0914\u0926\u094d\u092f\u094b\u0917\u093f\u0915 \u0938\u094d\u0935\u091a\u093e\u0932\u0928 (Industrial Automation):<\/strong> \u0916\u0924\u0930\u0928\u093e\u0915 \u092e\u0936\u0940\u0928\u0930\u0940 \u0915\u0947 \u092a\u093e\u0938 \u0935\u094d\u092f\u0915\u094d\u0924\u093f \u092f\u093e \u0935\u0938\u094d\u0924\u0941 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0915\u0930 \u0936\u094d\u0930\u092e\u093f\u0915\u094b\u0902 \u0915\u0940 \u0938\u0941\u0930\u0915\u094d\u0937\u093e \u092e\u0947\u0902 \u0938\u0941\u0927\u093e\u0930 \u0915\u0930\u0928\u093e\u0964<\/li>\n<\/ul>\n\n\n\n<div style=\"height:70px\" aria-hidden=\"true\" id=\"mach-learn\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center has-luminous-vivid-orange-color has-text-color has-background has-link-color wp-elements-91b6c4efd28db12035016690ad6d6e32\" style=\"border-radius:10px;background-color:#fcb90059;padding-top:6px;padding-right:6px;padding-bottom:6px;padding-left:6px\"><strong>\u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917<\/strong><\/h2>\n\n\n\n<p><strong>\u092a\u0930\u093f\u092d\u093e\u0937\u093e<\/strong>:&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-image alignright size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"357\" height=\"357\" src=\"https:\/\/rajras.in\/wp-content\/uploads\/2025\/06\/image91.png\" alt=\"\u0938\u0942\u091a\u0928\u093e \u0914\u0930 \u0938\u0902\u091a\u093e\u0930 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940 \u092e\u0947\u0902 \u0939\u093e\u0932\u093f\u092f\u093e \u0935\u093f\u0915\u093e\u0938\" class=\"wp-image-140620\" style=\"width:200px\" srcset=\"https:\/\/rajras.in\/wp-content\/uploads\/2025\/06\/image91.png 357w, https:\/\/rajras.in\/wp-content\/uploads\/2025\/06\/image91-300x300.png 300w, https:\/\/rajras.in\/wp-content\/uploads\/2025\/06\/image91-100x100.png 100w\" sizes=\"auto, (max-width: 357px) 100vw, 357px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li>&#8220;\u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0935\u0939 \u0935\u093f\u091c\u094d\u091e\u093e\u0928 \u0939\u0948, \u091c\u093f\u0938\u092e\u0947\u0902 \u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930 \u092c\u093f\u0928\u093e \u0938\u094d\u092a\u0937\u094d\u091f \u092a\u094d\u0930\u094b\u0917\u094d\u0930\u093e\u092e\u093f\u0902\u0917 \u0915\u0947 \u0915\u093e\u0930\u094d\u092f \u0915\u0930\u0928\u093e \u0938\u0940\u0916\u0924\u0947 \u0939\u0948\u0902\u0964&#8221; \u2013 \u0938\u094d\u091f\u0948\u0928\u092b\u094b\u0930\u094d\u0921 \u092f\u0942\u0928\u093f\u0935\u0930\u094d\u0938\u093f\u091f\u0940<\/li>\n\n\n\n<li>\u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 (Machine Learning &#8211; ML) \u0915\u0943\u0924\u094d\u0930\u093f\u092e \u092c\u0941\u0926\u094d\u0927\u093f\u092e\u0924\u094d\u0924\u093e (Artificial Intelligence &#8211; AI) \u0915\u0940 \u090f\u0915 \u0909\u092a\u0936\u093e\u0916\u093e \u0939\u0948, \u091c\u094b \u0938\u093f\u0938\u094d\u091f\u092e\u094d\u0938 \u0915\u094b \u0921\u0947\u091f\u093e \u0938\u0947 \u0938\u0940\u0916\u0928\u0947, \u092a\u0948\u091f\u0930\u094d\u0928 \u092a\u0939\u091a\u093e\u0928\u0928\u0947 \u0914\u0930 \u092c\u093f\u0928\u093e \u0938\u094d\u092a\u0937\u094d\u091f \u092a\u094d\u0930\u094b\u0917\u094d\u0930\u093e\u092e\u093f\u0902\u0917 \u0915\u0947 \u0928\u093f\u0930\u094d\u0923\u092f \u0932\u0947\u0928\u0947 \u092e\u0947\u0902 \u0938\u0915\u094d\u0937\u092e \u092c\u0928\u093e\u0924\u0940 \u0939\u0948\u0964\n<ul class=\"wp-block-list\">\n<li>\u091c\u0940\u092e\u0947\u0932 (Gmail) \u0908\u092e\u0947\u0932 \u0915\u094b \u2018\u0938\u094d\u092a\u0948\u092e\u2019 \u0914\u0930 \u2018\u0928\u0949\u091f \u0938\u094d\u092a\u0948\u092e\u2019 \u0915\u0947 \u0930\u0942\u092a \u092e\u0947\u0902 \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0930\u0942\u092a \u0938\u0947 \u0935\u0930\u094d\u0917\u0940\u0915\u0943\u0924 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li>\u092b\u094d\u0932\u093f\u092a\u0915\u093e\u0930\u094d\u091f \u092f\u093e \u0905\u092e\u0947\u091c\u093c\u0928 \u0906\u092a\u0915\u0947 \u092a\u0938\u0902\u0926 \u0915\u0947 \u0909\u0924\u094d\u092a\u093e\u0926 \u0916\u0930\u0940\u0926\u0928\u0947 \u0915\u0940 \u0938\u093f\u092b\u093e\u0930\u093f\u0936 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p><strong>\u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0915\u094d\u092f\u094b\u0902?<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u0938\u094d\u0935\u091a\u093e\u0932\u0928 (Automation):<\/strong> \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923\u093e\u0924\u094d\u092e\u0915 \u092e\u0949\u0921\u0932 \u092c\u0928\u093e\u0928\u0947 \u0915\u0940 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u094b \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u0921\u0947\u091f\u093e \u0915\u093e \u0909\u092a\u092f\u094b\u0917 (Data Utilization):<\/strong> \u0935\u093f\u0936\u093e\u0932 \u0921\u0947\u091f\u093e \u0938\u0947 \u0905\u0902\u0924\u0930\u094d\u0926\u0943\u0937\u094d\u091f\u093f (insights) \u0928\u093f\u0915\u093e\u0932\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u0905\u0928\u0941\u0915\u0942\u0932\u0924\u093e (Adaptability):<\/strong> \u0928\u090f \u0921\u0947\u091f\u093e \u0915\u0947 \u0938\u093e\u0925 \u0938\u092e\u092f \u0915\u0947 \u0938\u093e\u0925 \u0938\u0941\u0927\u093e\u0930 \u0915\u0930\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u092f\u0939 \u0905\u0927\u093f\u0915 \u0938\u091f\u0940\u0915 \u0914\u0930 \u0915\u0941\u0936\u0932 \u092c\u0928\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u0926\u0915\u094d\u0937\u0924\u093e \u0914\u0930 \u0909\u0924\u094d\u092a\u093e\u0926\u0915\u0924\u093e (Efficiency and Productivity):<\/strong> \u0928\u093f\u0930\u094d\u0923\u092f \u0932\u0947\u0928\u0947 \u092e\u0947\u0902 \u0938\u092e\u092f, \u092a\u094d\u0930\u092f\u093e\u0938 \u0914\u0930 \u0924\u094d\u0930\u0941\u091f\u093f\u092f\u094b\u0902 \u0915\u094b \u0915\u092e \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u091c\u091f\u093f\u0932 \u0938\u092e\u0938\u094d\u092f\u093e\u0913\u0902 \u0915\u093e \u0938\u092e\u093e\u0927\u093e\u0928 (Solving Complex Problems):<\/strong> \u091c\u0932\u0935\u093e\u092f\u0941 \u092e\u0949\u0921\u0932\u093f\u0902\u0917, \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u0927\u094b\u0916\u093e\u0927\u0921\u093c\u0940 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u0947 \u0914\u0930 \u0935\u0948\u091c\u094d\u091e\u093e\u0928\u093f\u0915 \u0905\u0928\u0941\u0938\u0902\u0927\u093e\u0928 \u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u0935\u093f\u0938\u094d\u0924\u0943\u0924 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917 (Widespread Applications):<\/strong>&nbsp; \u0935\u094d\u092f\u0915\u094d\u0924\u093f\u0917\u0924 \u0905\u0928\u0941\u0936\u0902\u0938\u093e (Netflix, Amazon), \u0938\u094d\u0935\u093e\u092f\u0924\u094d\u0924 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u093f\u092f\u093e\u0902 (Autonomous Technologies) \u091c\u0948\u0938\u0947 \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0935\u093e\u0939\u0928 \u0914\u0930 \u0921\u094d\u0930\u094b\u0928\u0964<\/li>\n<\/ol>\n\n\n\n<h6 class=\"wp-block-heading\"><strong>\u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0915\u0947 \u092a\u094d\u0930\u092e\u0941\u0916 \u0924\u0924\u094d\u0935:<\/strong><\/h6>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0921\u0947\u091f\u093e <\/strong>: \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0915\u0940 \u0928\u0940\u0902\u0935\u0964 \u092e\u0936\u0940\u0928\u0947\u0902 \u0938\u0902\u0930\u091a\u093f\u0924 \u092f\u093e \u0905\u0938\u0902\u0930\u091a\u093f\u0924 \u0921\u0947\u091f\u093e \u0938\u0947 \u0938\u0940\u0916\u0924\u0940 \u0939\u0948\u0902\u0964\n<ul class=\"wp-block-list\">\n<li><strong>\u0938\u0902\u0930\u091a\u093f\u0924 \u0921\u0947\u091f\u093e (Structured Data):<\/strong> \u0938\u0902\u0917\u0920\u093f\u0924 \u0921\u0947\u091f\u093e, \u091c\u0948\u0938\u0947 \u0938\u094d\u092a\u094d\u0930\u0947\u0921\u0936\u0940\u091f\u0964<\/li>\n\n\n\n<li><strong>\u0905\u0938\u0902\u0930\u091a\u093f\u0924 \u0921\u0947\u091f\u093e (Unstructured Data):<\/strong> \u091b\u0935\u093f\u092f\u093e\u0902, \u091f\u0947\u0915\u094d\u0938\u094d\u091f, \u092f\u093e \u0935\u0940\u0921\u093f\u092f\u094b\u0964<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u092b\u0940\u091a\u0930\u094d\u0938 \u0914\u0930 \u0932\u0947\u092c\u0932\u094d\u0938&nbsp; <\/strong>:\n<ul class=\"wp-block-list\">\n<li><strong>\u092b\u0940\u091a\u0930\u094d\u0938:<\/strong> \u0907\u0928\u092a\u0941\u091f \u0935\u0947\u0930\u093f\u090f\u092c\u0932\u094d\u0938 \u092f\u093e \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u090f\u0902 (\u091c\u0948\u0938\u0947, \u0924\u093e\u092a\u092e\u093e\u0928, \u0906\u0915\u093e\u0930)\u0964<\/li>\n\n\n\n<li><strong>\u0932\u0947\u092c\u0932\u094d\u0938:<\/strong> \u0906\u0909\u091f\u092a\u0941\u091f \u092f\u093e \u091f\u093e\u0930\u094d\u0917\u0947\u091f \u0935\u0947\u0930\u093f\u090f\u092c\u0932 (\u091c\u0948\u0938\u0947, \u092e\u094c\u0938\u092e \u092a\u0942\u0930\u094d\u0935\u093e\u0928\u0941\u092e\u093e\u0928 \u0915\u0947 \u0932\u093f\u090f &#8216;\u092c\u093e\u0930\u093f\u0936&#8217;, &#8216;\u0927\u0942\u092a&#8217;)\u0964<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u0938\u0940\u0916\u0928\u0947 \u0915\u0940 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e <\/strong>:\n<ul class=\"wp-block-list\">\n<li><strong>\u091f\u094d\u0930\u0947\u0928\u093f\u0902\u0917:<\/strong> \u0921\u0947\u091f\u093e \u0915\u094b ML \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u094d\u092e \u092e\u0947\u0902 \u0921\u093e\u0932\u0915\u0930 \u090f\u0915 \u092e\u0949\u0921\u0932 \u0924\u0948\u092f\u093e\u0930 \u0915\u0930\u0928\u093e\u0964<\/li>\n\n\n\n<li><strong>\u091f\u0947\u0938\u094d\u091f\u093f\u0902\u0917:<\/strong> \u0928\u090f \u0921\u0947\u091f\u093e \u092a\u0930 \u092e\u0949\u0921\u0932 \u0915\u0947 \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u0915\u093e \u092e\u0942\u0932\u094d\u092f\u093e\u0902\u0915\u0928 \u0915\u0930\u0928\u093e\u0964<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p><strong>\u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0938\u094d\u092a\u0940\u091a \u0930\u093f\u0915\u0917\u094d\u0928\u093f\u0936\u0928 (Speech Recognition):<\/strong> \u091c\u0948\u0938\u0947 \u0938\u093f\u0930\u0940 (Siri), \u090f\u0932\u0947\u0915\u094d\u0938\u093e (Alexa)\u0964<\/li>\n\n\n\n<li><strong>\u0917\u094d\u0930\u093e\u0939\u0915 \u0938\u0947\u0935\u093e :<\/strong> \u091c\u0948\u0938\u0947 \u0938\u094d\u0932\u0936 (Slush), \u092e\u093e\u092f\u093e \u091a\u0948\u091f\u092c\u0949\u091f\u094d\u0938\u0964<\/li>\n\n\n\n<li><strong>\u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930 \u0935\u093f\u091c\u093c\u0928 :<\/strong> \u091c\u0948\u0938\u0947 \u0917\u0942\u0917\u0932 \u091f\u094d\u0930\u093e\u0902\u0938\u0932\u0947\u091f, \u092b\u0947\u0938\u092c\u0941\u0915 3\u0921\u0940 \u092b\u094b\u091f\u094b, \u092b\u0947\u0938\u090f\u092a\u0964<\/li>\n\n\n\n<li><strong>\u0938\u093f\u092b\u093e\u0930\u093f\u0936 \u0907\u0902\u091c\u0928 :<\/strong> \u091c\u0948\u0938\u0947 \u0911\u0928\u0932\u093e\u0907\u0928 \u0935\u093f\u091c\u094d\u091e\u093e\u092a\u0928, \u0938\u094d\u092a\u0949\u091f\u093f\u092b\u093e\u0908 \u0926\u094d\u0935\u093e\u0930\u093e \u0917\u093e\u0928\u094b\u0902 \u0915\u0940 \u0938\u093f\u092b\u093e\u0930\u093f\u0936\u0964<\/li>\n\n\n\n<li><strong>\u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0938\u094d\u091f\u0949\u0915 \u091f\u094d\u0930\u0947\u0921\u093f\u0902\u0917 :<\/strong> \u091c\u0948\u0938\u0947 \u0928\u093f\u0902\u091c\u093e\u091f\u094d\u0930\u0947\u0921\u0930 (NinjaTrader)\u0964<\/li>\n\n\n\n<li><strong>\u0927\u094b\u0916\u093e\u0927\u0921\u093c\u0940 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u093e :<\/strong> \u091c\u0948\u0938\u0947 \u0915\u094d\u0930\u0947\u0921\u093f\u091f \u0915\u093e\u0930\u094d\u0921 \u0927\u094b\u0916\u093e\u0927\u0921\u093c\u0940 \u092a\u0939\u091a\u093e\u0928, POS \u0927\u094b\u0916\u093e\u0927\u0921\u093c\u0940 \u092a\u0939\u091a\u093e\u0928\u0964<\/li>\n<\/ul>\n\n\n\n<h6 class=\"wp-block-heading\"><strong>\u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092e\u0947\u0902 \u0924\u0940\u0928 \u092e\u0941\u0916\u094d\u092f \u0918\u091f\u0915:<\/strong><\/h6>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u0928\u093f\u0930\u094d\u0923\u092f \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e&nbsp; <\/strong>: \u0907\u0928\u092a\u0941\u091f \u0921\u0947\u091f\u093e \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u092e\u0949\u0921\u0932 \u092d\u0935\u093f\u0937\u094d\u092f\u0935\u093e\u0923\u0940 \u0915\u0930\u0924\u093e \u0939\u0948 \u0914\u0930 \u0932\u0947\u092c\u0932 \u0915\u093f\u090f \u0917\u090f \u0909\u0926\u093e\u0939\u0930\u0923\u094b\u0902 \u0938\u0947 \u092a\u0948\u091f\u0930\u094d\u0928 \u0938\u0940\u0916\u0924\u093e \u0939\u0948 (\u0938\u0941\u092a\u0930\u0935\u093e\u0907\u091c\u094d\u0921 \u0932\u0930\u094d\u0928\u093f\u0902\u0917)\u0964<\/li>\n\n\n\n<li><strong>\u0924\u094d\u0930\u0941\u091f\u093f \u092b\u093c\u0902\u0915\u094d\u0936\u0928 <\/strong>: \u092f\u0939 \u092e\u093e\u092a\u0924\u093e \u0939\u0948 \u0915\u093f \u092d\u0935\u093f\u0937\u094d\u092f\u0935\u093e\u0923\u093f\u092f\u093e\u0902 \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u092e\u093e\u0928\u094b\u0902 \u0938\u0947 \u0915\u093f\u0924\u0928\u0940 \u0926\u0942\u0930 \u0939\u0948\u0902 \u0914\u0930 \u092e\u0949\u0921\u0932 \u0915\u0947 \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u0915\u093e \u092e\u0942\u0932\u094d\u092f\u093e\u0902\u0915\u0928 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u092e\u0949\u0921\u0932 \u0911\u092a\u094d\u091f\u093f\u092e\u093e\u0907\u091c\u093c\u0947\u0936\u0928 <\/strong>: \u092e\u0949\u0921\u0932 \u0905\u092a\u0928\u0940 \u0924\u094d\u0930\u0941\u091f\u093f\u092f\u094b\u0902 \u0915\u094b \u0915\u092e \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0905\u092a\u0928\u0947 \u092a\u0948\u0930\u093e\u092e\u0940\u091f\u0930\u094d\u0938 \u0938\u092e\u093e\u092f\u094b\u091c\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948, \u0906\u092e\u0924\u094c\u0930 \u092a\u0930 \u0917\u094d\u0930\u0947\u0921\u093f\u090f\u0902\u091f \u0921\u093f\u0938\u0947\u0902\u091f \u091c\u0948\u0938\u0940 \u0924\u0915\u0928\u0940\u0915\u094b\u0902 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947, \u0938\u092e\u092f \u0915\u0947 \u0938\u093e\u0925 \u0938\u091f\u0940\u0915\u0924\u093e \u092e\u0947\u0902 \u0938\u0941\u0927\u093e\u0930 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading has-text-align-center has-background\" style=\"background-color:#0270ba59;padding-top:6px;padding-right:6px;padding-bottom:6px;padding-left:6px\"><strong>\u090f\u0906\u0908, \u090f\u092e\u090f\u0932 \u0914\u0930 \u0921\u0940\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0915\u0947 \u092c\u0940\u091a \u0905\u0902\u0924\u0930<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td><strong>\u092a\u0939\u0932\u0941<\/strong><\/td><td><strong>\u0915\u0943\u0924\u094d\u0930\u093f\u092e \u092c\u0941\u0926\u094d\u0927\u093f\u092e\u0924\u094d\u0924\u093e (AI)<\/strong><\/td><td><strong>\u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 (ML)<\/strong><\/td><td><strong>\u0921\u0940\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917 (DL)<\/strong><\/td><\/tr><tr><td><strong>\u092a\u0930\u093f\u092d\u093e\u0937\u093e<\/strong><\/td><td>\u090f\u0906\u0908 \u0915\u093e\u0930\u094d\u092f \u0915\u0930\u0928\u0947 \u0914\u0930 \u0928\u093f\u0930\u094d\u0923\u092f \u0932\u0947\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092e\u093e\u0928\u0935\u0940\u092f \u092c\u0941\u0926\u094d\u0927\u093f \u0915\u093e \u0905\u0928\u0941\u0915\u0930\u0923 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/td><td>\u090f\u092e\u090f\u0932, \u090f\u0906\u0908 \u0915\u093e \u090f\u0915 \u0909\u092a\u0938\u092e\u0942\u0939 \u0939\u0948 \u091c\u094b \u0921\u0947\u091f\u093e \u0938\u0947 \u092a\u0948\u091f\u0930\u094d\u0928 \u0938\u0940\u0916\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/td><td>\u0921\u0940\u090f\u0932 \u090f\u092e\u090f\u0932 \u0915\u093e \u090f\u0915 \u0909\u092a\u0938\u092e\u0942\u0939 \u0939\u0948 \u091c\u094b \u091c\u091f\u093f\u0932 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0915\u0943\u0924\u094d\u0930\u093f\u092e \u0924\u0902\u0924\u094d\u0930\u093f\u0915\u093e \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u093e \u0939\u0948.<\/td><\/tr><tr><td><strong>\u0938\u0940\u0916\u0928\u0947 \u0915\u093e \u0926\u0943\u0937\u094d\u091f\u093f\u0915\u094b\u0923<\/strong><\/td><td>\u092c\u0941\u0926\u094d\u0927\u093f\u092e\u0924\u094d\u0924\u093e \u0915\u093e \u0905\u0928\u0941\u0915\u0930\u0923 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092a\u0942\u0930\u094d\u0935\u0928\u093f\u0930\u094d\u0927\u093e\u0930\u093f\u0924 \u0928\u093f\u092f\u092e\u094b\u0902 \u092f\u093e \u0924\u0930\u094d\u0915 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/td><td>\u0932\u0947\u092c\u0932\u092f\u0941\u0915\u094d\u0924 \u092f\u093e \u0932\u0947\u092c\u0932\u0930\u0939\u093f\u0924 \u0921\u0947\u091f\u093e \u0938\u0947 \u0938\u0940\u0916\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e \u092a\u0930 \u0928\u093f\u0930\u094d\u092d\u0930 \u0915\u0930\u0924\u093e \u0939\u0948.<\/td><td>\u0917\u0939\u0930\u0947 \u0924\u0902\u0924\u094d\u0930\u093f\u0915\u093e \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 \u092b\u0940\u091a\u0930 \u0928\u093f\u0937\u094d\u0915\u0930\u094d\u0937\u0923(feature extraction) \u0915\u094b \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/td><\/tr><tr><td><strong>\u0921\u0947\u091f\u093e \u0928\u093f\u0930\u094d\u092d\u0930\u0924\u093e<\/strong><\/td><td>\u092c\u0921\u093c\u0947 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b \u092d\u0940 \u0938\u0915\u0924\u0940 \u0939\u0948 \u0914\u0930 \u0928\u0939\u0940\u0902 \u092d\u0940; \u092a\u0942\u0930\u094d\u0935\u0928\u093f\u0930\u094d\u0927\u093e\u0930\u093f\u0924 \u0928\u093f\u092f\u092e\u094b\u0902 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/td><td>\u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 \u0915\u0947 \u0932\u093f\u090f \u0938\u0902\u0930\u091a\u093f\u0924, \u0932\u0947\u092c\u0932\u092f\u0941\u0915\u094d\u0924 \u0921\u0947\u091f\u093e \u092a\u0930 \u092c\u0939\u0941\u0924 \u0905\u0927\u093f\u0915 \u0928\u093f\u0930\u094d\u092d\u0930\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948\u0964<\/td><td>\u0907\u0938\u0915\u0947 \u0932\u093f\u090f \u0935\u094d\u092f\u093e\u092a\u0915 \u0921\u0947\u091f\u093e \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948 \u0914\u0930 \u092f\u0939 \u092c\u0921\u093c\u0947 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0915\u0947 \u0938\u093e\u0925 \u0938\u092c\u0938\u0947 \u0905\u091a\u094d\u091b\u093e \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/td><\/tr><tr><td><strong>\u091c\u091f\u093f\u0932\u0924\u093e<\/strong><\/td><td>\u0907\u0938\u092e\u0947\u0902 \u0928\u093f\u092f\u092e-\u0906\u0927\u093e\u0930\u093f\u0924 \u092a\u094d\u0930\u0923\u093e\u0932\u093f\u092f\u093e\u0901, \u092a\u094d\u0930\u093e\u0915\u0943\u0924\u093f\u0915 \u092d\u093e\u0937\u093e \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923, \u0930\u094b\u092c\u094b\u091f\u093f\u0915\u094d\u0938 \u0906\u0926\u093f \u0936\u093e\u092e\u093f\u0932 \u0939\u0948\u0902\u0964<\/td><td>\u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 \u092f\u093e \u092a\u0942\u0930\u094d\u0935\u093e\u0928\u0941\u092e\u093e\u0928 \u091c\u0948\u0938\u0947 \u0935\u093f\u0936\u093f\u0937\u094d\u091f \u0921\u0947\u091f\u093e-\u0938\u0902\u091a\u093e\u0932\u093f\u0924 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u092a\u0930 \u0927\u094d\u092f\u093e\u0928 \u0915\u0947\u0902\u0926\u094d\u0930\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/td><td>\u091b\u0935\u093f \u092a\u0939\u091a\u093e\u0928 (Image recognition), \u090f\u0928\u090f\u0932\u092a\u0940 \u0914\u0930 \u0938\u094d\u0935\u093e\u092f\u0924\u094d\u0924 \u092a\u094d\u0930\u0923\u093e\u0932\u093f\u092f\u094b\u0902 \u091c\u0948\u0938\u0947 \u0905\u0924\u094d\u092f\u0927\u093f\u0915 \u091c\u091f\u093f\u0932 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u094b \u0938\u0902\u092d\u093e\u0932\u0924\u093e \u0939\u0948\u0964<\/td><\/tr><tr><td><strong>\u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e\u090f\u0902<\/strong><\/td><td>\u0928\u093f\u092f\u092e-\u0906\u0927\u093e\u0930\u093f\u0924 \u092a\u094d\u0930\u0923\u093e\u0932\u093f\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0915\u092e \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b \u0938\u0915\u0924\u0940 \u0939\u0948.<\/td><td>\u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 \u0915\u093e \u0938\u092e\u092f \u0921\u0947\u091f\u093e \u0915\u0947 \u0906\u0915\u093e\u0930 \u0914\u0930 \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0925\u092e \u091c\u091f\u093f\u0932\u0924\u093e \u092a\u0930 \u0928\u093f\u0930\u094d\u092d\u0930 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/td><td>\u0907\u0938\u0915\u0947 \u0932\u093f\u090f \u092a\u0930\u094d\u092f\u093e\u092a\u094d\u0924 \u0915\u092e\u094d\u092a\u094d\u092f\u0942\u091f\u0947\u0936\u0928\u0932 \u0938\u0902\u0938\u093e\u0927\u0928\u094b\u0902 \u0914\u0930 \u0938\u092e\u092f \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948\u0964<\/td><\/tr><tr><td><strong>\u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917<\/strong><\/td><td>\u0906\u092d\u093e\u0938\u0940 \u0938\u0939\u093e\u092f\u0915, \u0930\u094b\u092c\u094b\u091f\u093f\u0915\u094d\u0938, \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0924\u0930\u094d\u0915 \u0907\u0924\u094d\u092f\u093e\u0926\u093f.<\/td><td>\u0938\u094d\u092a\u0948\u092e \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u093e, \u092e\u0942\u0932\u094d\u092f \u092a\u0942\u0930\u094d\u0935\u093e\u0928\u0941\u092e\u093e\u0928, \u0905\u0928\u0941\u0936\u0902\u0938\u093e \u092a\u094d\u0930\u0923\u093e\u0932\u093f\u092f\u093e\u0901\u0964<\/td><td>\u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0915\u093e\u0930\u0947\u0902, \u0935\u093e\u0915\u094d \u092a\u0939\u091a\u093e\u0928, \u091b\u0935\u093f \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"486\" src=\"https:\/\/rajras.in\/wp-content\/uploads\/2025\/06\/image60-1-1024x486.png\" alt=\"Recent developments in information and communication technology\" class=\"wp-image-139830\" style=\"width:600px\" srcset=\"https:\/\/rajras.in\/wp-content\/uploads\/2025\/06\/image60-1-1024x486.png 1024w, https:\/\/rajras.in\/wp-content\/uploads\/2025\/06\/image60-1-600x285.png 600w, https:\/\/rajras.in\/wp-content\/uploads\/2025\/06\/image60-1-300x142.png 300w, https:\/\/rajras.in\/wp-content\/uploads\/2025\/06\/image60-1-768x365.png 768w, https:\/\/rajras.in\/wp-content\/uploads\/2025\/06\/image60-1.png 1386w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading has-text-align-center has-background\" style=\"background-color:#0270ba59;padding-top:6px;padding-right:6px;padding-bottom:6px;padding-left:6px\"><strong>\u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0915\u0947 \u092a\u094d\u0930\u0915\u093e\u0930<\/strong><\/h3>\n\n\n\n<p><strong>\u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0915\u094b \u0924\u0940\u0928 \u092e\u0941\u0916\u094d\u092f \u092a\u094d\u0930\u0915\u093e\u0930\u094b\u0902 \u092e\u0947\u0902 \u0935\u093f\u092d\u093e\u091c\u093f\u0924 \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u0939\u0948:<\/strong><\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>1. \u092a\u0930\u094d\u092f\u0935\u0947\u0915\u094d\u0937\u093f\u0924 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 (Supervised Learning<\/strong>)<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u092a\u0930\u093f\u092d\u093e\u0937\u093e: \u092a\u0930\u094d\u092f\u0935\u0947\u0915\u094d\u0937\u093f\u0924 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092e\u0947\u0902, \u092e\u0936\u0940\u0928 \u0932\u0947\u092c\u0932 \u0915\u093f\u090f \u0917\u090f \u0921\u0947\u091f\u093e (\u0910\u0938\u093e \u0921\u0947\u091f\u093e \u091c\u093f\u0938\u092e\u0947\u0902 \u0907\u0928\u092a\u0941\u091f \u0914\u0930 \u0906\u0909\u091f\u092a\u0941\u091f \u0926\u094b\u0928\u094b\u0902 \u091c\u094d\u091e\u093e\u0924 \u0939\u094b\u0924\u0947 \u0939\u0948\u0902) \u0938\u0947 \u0938\u0940\u0916\u0924\u0940 \u0939\u0948\u0964 \u092e\u0936\u0940\u0928 \u0907\u0938 \u0921\u0947\u091f\u093e \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0928\u090f, \u0905\u0928\u0926\u0947\u0916\u0947 \u0921\u0947\u091f\u093e \u0915\u0947 \u0932\u093f\u090f \u092a\u0948\u091f\u0930\u094d\u0928 \u0916\u094b\u091c\u0928\u0947 \u0914\u0930 \u092a\u0942\u0930\u094d\u0935\u093e\u0928\u0941\u092e\u093e\u0928 \u0932\u0917\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0915\u0930\u0924\u0940 \u0939\u0948<strong>\u0964<\/strong><\/li>\n\n\n\n<li>\u0909\u0926\u093e\u0939\u0930\u0923: \u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930 \u0915\u094b \u092b\u094b\u091f\u094b \u092e\u0947\u0902 \u092c\u093f\u0932\u094d\u0932\u093f\u092f\u094b\u0902 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0915\u0930\u0928\u093e \u0938\u093f\u0916\u093e\u0928\u093e (\u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u092b\u094b\u091f\u094b \u092a\u0930 &#8220;\u092c\u093f\u0932\u094d\u0932\u0940&#8221; \u092f\u093e &#8220;\u092c\u093f\u0932\u094d\u0932\u0940 \u0928\u0939\u0940\u0902&#8221; \u0932\u093f\u0916\u093e \u0939\u094b\u0924\u093e \u0939\u0948)\u0964<\/li>\n\n\n\n<li>\u092e\u0949\u0921\u0932: \u0930\u0948\u0916\u093f\u0915 \u092a\u094d\u0930\u0924\u093f\u0917\u092e\u0928, \u0932\u0949\u091c\u093f\u0938\u094d\u091f\u093f\u0915 \u092a\u094d\u0930\u0924\u093f\u0917\u092e\u0928, \u0938\u092a\u094b\u0930\u094d\u091f \u0935\u0947\u0915\u094d\u091f\u0930 \u092e\u0936\u0940\u0928 (\u090f\u0938\u0935\u0940\u090f\u092e), \u0928\u093f\u0930\u094d\u0923\u092f \u0935\u0943\u0915\u094d\u0937, \u0915\u0947-\u0928\u093f\u0915\u091f\u0924\u092e \u092a\u0921\u093c\u094b\u0938\u0940 (\u0915\u0947\u090f\u0928\u090f\u0928)<\/li>\n\n\n\n<li><strong>\u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917:<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u0938\u094d\u092a\u0948\u092e \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u093e (\u0915\u094d\u092f\u093e \u092f\u0939 \u0908\u092e\u0947\u0932 \u0938\u094d\u092a\u0948\u092e \u0939\u0948 \u092f\u093e \u0928\u0939\u0940\u0902?)<\/li>\n\n\n\n<li>\u092e\u0942\u0932\u094d\u092f \u092a\u0942\u0930\u094d\u0935\u093e\u0928\u0941\u092e\u093e\u0928 (\u0906\u0915\u093e\u0930 \u0914\u0930 \u0938\u094d\u0925\u093e\u0928 \u091c\u0948\u0938\u0940 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0913\u0902 \u0938\u0947 \u0918\u0930 \u0915\u0940 \u0915\u0940\u092e\u0924\u094b\u0902 \u0915\u093e \u092a\u0942\u0930\u094d\u0935\u093e\u0928\u0941\u092e\u093e\u0928 \u0932\u0917\u093e\u0928\u093e)\u0964<\/li>\n\n\n\n<li>\u0906\u0908\u0938\u0940\u090f\u0906\u0930 \u0914\u0930 \u0915\u094d\u0930\u0949\u092a\u0907\u0928 \u091c\u0948\u0938\u0947 \u0915\u0943\u0937\u093f-\u0924\u0915\u0928\u0940\u0915 \u0938\u094d\u091f\u093e\u0930\u094d\u091f\u0905\u092a \u092e\u094c\u0938\u092e, \u092e\u093f\u091f\u094d\u091f\u0940 \u0914\u0930 \u0916\u0947\u0924\u0940 \u0915\u0947 \u0924\u0930\u0940\u0915\u094b\u0902 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u092b\u0938\u0932 \u0909\u0924\u094d\u092a\u093e\u0926\u0928 \u0915\u093e \u092a\u0942\u0930\u094d\u0935\u093e\u0928\u0941\u092e\u093e\u0928 \u0932\u0917\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092a\u0930\u094d\u092f\u0935\u0947\u0915\u094d\u0937\u093f\u0924 \u0936\u093f\u0915\u094d\u0937\u0923 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n\n\n\n<li>\u090f\u091a\u0921\u0940\u090f\u092b\u0938\u0940 \u0914\u0930 \u090f\u0938\u092c\u0940\u0906\u0908 \u091c\u0948\u0938\u0947 \u092c\u0948\u0902\u0915 \u0906\u0935\u0947\u0926\u0915\u094b\u0902 \u0915\u094b \u092a\u093e\u0924\u094d\u0930 \u092f\u093e \u0905\u092a\u093e\u0924\u094d\u0930 \u0915\u0947 \u0930\u0942\u092a \u092e\u0947\u0902 \u0935\u0930\u094d\u0917\u0940\u0915\u0943\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0910\u0924\u093f\u0939\u093e\u0938\u093f\u0915 \u090b\u0923 \u0905\u0926\u093e\u092f\u0917\u0940 \u0921\u0947\u091f\u093e \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>2. <\/strong><strong>\u0905\u092a\u0930\u094d\u092f\u0935\u0947\u0915\u094d\u0937\u093f\u0924 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 (Unsupervised Learning)&nbsp;<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u092a\u0930\u093f\u092d\u093e\u0937\u093e: <\/strong>Unsupervised Learning \u0932\u0947\u092c\u0932 \u0930\u0939\u093f\u0924 \u0921\u0947\u091f\u093e (\u092c\u093f\u0928\u093e \u091c\u094d\u091e\u093e\u0924 \u092a\u0930\u093f\u0923\u093e\u092e\u094b\u0902 \u0915\u0947 \u0921\u0947\u091f\u093e) \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u092e\u0936\u0940\u0928 \u0905\u092a\u0928\u0947 \u0906\u092a \u0921\u0947\u091f\u093e \u092e\u0947\u0902 \u091b\u093f\u092a\u0947 \u092a\u0948\u091f\u0930\u094d\u0928 \u092f\u093e \u0938\u092e\u0942\u0939\u094b\u0902 \u0915\u094b \u0916\u094b\u091c\u0928\u0947 \u0915\u0940 \u0915\u094b\u0936\u093f\u0936 \u0915\u0930\u0924\u0940 \u0939\u0948\u0964<\/li>\n\n\n\n<li>\u0909\u0926\u093e\u0939\u0930\u0923: \u0916\u0930\u0940\u0926\u093e\u0930\u0940 \u0915\u0940 \u0935\u0938\u094d\u0924\u0941\u0913\u0902 \u0915\u094b \u0938\u092e\u093e\u0928\u0924\u093e \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u0938\u092e\u0942\u0939\u0940\u0915\u0943\u0924 \u0915\u0930\u0928\u093e (\u0909\u0926\u093e\u0939\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f, \u092b\u0932\u094b\u0902 \u0914\u0930 \u0938\u092c\u094d\u091c\u093f\u092f\u094b\u0902 \u0915\u094b \u092c\u093f\u0928\u093e \u0932\u0947\u092c\u0932 \u0915\u0947 \u090f\u0915 \u0938\u093e\u0925 \u0938\u092e\u0942\u0939\u0940\u0915\u0943\u0924 \u0915\u0930\u0928\u093e)\u0964<\/li>\n\n\n\n<li>\u092e\u0949\u0921\u0932: \u0915\u0947-\u092e\u0940\u0928\u094d\u0938 \u0915\u094d\u0932\u0938\u094d\u091f\u0930\u093f\u0902\u0917, \u092a\u0926\u093e\u0928\u0941\u0915\u094d\u0930\u092e\u093f\u0915 \u0915\u094d\u0932\u0938\u094d\u091f\u0930\u093f\u0902\u0917, \u092a\u094d\u0930\u093f\u0902\u0938\u093f\u092a\u0932 \u0915\u0902\u092a\u094b\u0928\u0947\u0902\u091f \u090f\u0928\u093e\u0932\u093f\u0938\u093f\u0938 (\u092a\u0940\u0938\u0940\u090f), \u0911\u091f\u094b\u090f\u0928\u0915\u094b\u0921\u0930\u094d\u0938 \u0906\u0926\u093f\u0964<\/li>\n\n\n\n<li><strong>\u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917:<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u0917\u094d\u0930\u093e\u0939\u0915 \u0935\u093f\u092d\u093e\u091c\u0928 (\u0916\u0930\u0940\u0926\u093e\u0930\u0940 \u0915\u0940 \u0906\u0926\u0924\u094b\u0902 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u0917\u094d\u0930\u093e\u0939\u0915\u094b\u0902 \u0915\u094b \u0938\u092e\u0942\u0939\u0940\u0915\u0943\u0924 \u0915\u0930\u0928\u093e)\u0964<\/li>\n\n\n\n<li>\u0935\u093f\u0938\u0902\u0917\u0924\u093f \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u093e (\u0932\u0947\u0928\u0926\u0947\u0928 \u092e\u0947\u0902 \u0927\u094b\u0916\u093e\u0927\u0921\u093c\u0940 \u091c\u0948\u0938\u0947 \u0905\u0938\u093e\u092e\u093e\u0928\u094d\u092f \u0921\u0947\u091f\u093e \u092c\u093f\u0902\u0926\u0941\u0913\u0902 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u093e)\u0964<\/li>\n\n\n\n<li>PMGSY (\u0917\u094d\u0930\u093e\u092e\u0940\u0923 \u0938\u0921\u093c\u0915 \u0938\u0902\u092a\u0930\u094d\u0915) \u091c\u0948\u0938\u0940 \u0938\u0930\u0915\u093e\u0930\u0940 \u092f\u094b\u091c\u0928\u093e\u090f\u0901 \u0938\u0902\u0938\u093e\u0927\u0928 \u0906\u0935\u0902\u091f\u0928 \u0915\u0947 \u0932\u093f\u090f \u0905\u0935\u093f\u0915\u0938\u093f\u0924 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0915\u094d\u0932\u0938\u094d\u091f\u0930\u093f\u0902\u0917 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u0940 \u0939\u0948\u0902\u0964<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">3. <strong>Reinforcement Learning (\u0938\u0941\u0926\u0943\u0922\u0940\u0915\u0930\u0923 \u0932\u0930\u094d\u0928\u093f\u0902\u0917)<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u092a\u0930\u093f\u092d\u093e\u0937\u093e &#8211; \u0938\u0941\u0926\u0943\u0922\u0940\u0915\u0930\u0923 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 (Reinforcement Learning) \u092e\u0947\u0902, \u090f\u0915 \u090f\u091c\u0947\u0902\u091f (\u092e\u0936\u0940\u0928) \u0905\u092a\u0928\u0947 \u092a\u0930\u094d\u092f\u093e\u0935\u0930\u0923 \u0915\u0947 \u0938\u093e\u0925 \u092c\u093e\u0924\u091a\u0940\u0924 \u0915\u0930\u0915\u0947 \u0914\u0930 \u0905\u092a\u0928\u0947 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u092a\u0941\u0930\u0938\u094d\u0915\u093e\u0930 \u092f\u093e \u0926\u0902\u0921 \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0915\u0930\u0915\u0947 \u0938\u0940\u0916\u0924\u093e \u0939\u0948\u0964 \u0907\u0938\u0915\u093e \u0932\u0915\u094d\u0937\u094d\u092f \u092a\u0930\u0940\u0915\u094d\u0937\u0923 \u0914\u0930 \u0924\u094d\u0930\u0941\u091f\u093f \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 \u0938\u092e\u092f \u0915\u0947 \u0938\u093e\u0925 \u0938\u092e\u0917\u094d\u0930 \u0907\u0928\u093e\u092e \u0915\u094b \u0905\u0927\u093f\u0915\u0924\u092e \u0915\u0930\u0928\u093e \u0939\u094b\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li>\u0909\u0926\u093e\u0939\u0930\u0923: \u090f\u0915 \u0930\u094b\u092c\u094b\u091f \u0915\u092e\u0930\u0947 \u092e\u0947\u0902 \u0918\u0942\u092e\u0928\u093e \u0938\u0940\u0916 \u0930\u0939\u093e \u0939\u0948 (\u0909\u0938\u0947 \u0938\u0939\u0940 \u0924\u0930\u0940\u0915\u0947 \u0938\u0947 \u091a\u0932\u0928\u0947 \u092a\u0930 \u0907\u0928\u093e\u092e \u092e\u093f\u0932\u0924\u093e \u0939\u0948 \u0914\u0930 \u0926\u0940\u0935\u093e\u0930\u094b\u0902 \u0938\u0947 \u091f\u0915\u0930\u093e\u0928\u0947 \u092a\u0930 \u091c\u0941\u0930\u094d\u092e\u093e\u0928\u093e \u092e\u093f\u0932\u0924\u093e \u0939\u0948)<\/li>\n\n\n\n<li>\u092e\u0949\u0921\u0932: \u0915\u094d\u092f\u0942-\u0932\u0930\u094d\u0928\u093f\u0902\u0917, \u0921\u0940\u092a \u0915\u094d\u092f\u0942-\u0928\u0947\u091f\u0935\u0930\u094d\u0915 (\u0921\u0940\u0915\u094d\u092f\u0942\u090f\u0928), \u092a\u0949\u0932\u093f\u0938\u0940 \u0917\u094d\u0930\u0947\u0921\u093f\u090f\u0902\u091f \u092e\u0947\u0925\u0921\u094d\u0938, \u092a\u094d\u0930\u0949\u0915\u094d\u0938\u093f\u092e\u0932 \u092a\u0949\u0932\u093f\u0938\u0940 \u0911\u092a\u094d\u091f\u093f\u092e\u093e\u0907\u091c\u0947\u0936\u0928 (\u092a\u0940\u092a\u0940\u0913)\u0964<\/li>\n\n\n\n<li><strong>\u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917:<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u0917\u0947\u092e \u0916\u0947\u0932\u0928\u093e (\u091c\u0948\u0938\u0947, \u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930 \u0915\u094b \u0936\u0924\u0930\u0902\u091c \u0916\u0947\u0932\u0928\u093e \u0938\u093f\u0916\u093e\u0928\u093e)\u0964<\/li>\n\n\n\n<li>\u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0915\u093e\u0930\u0947\u0902 (\u0938\u0941\u0930\u0915\u094d\u0937\u093f\u0924 \u0921\u094d\u0930\u093e\u0907\u0935\u093f\u0902\u0917 \u0915\u0947 \u0932\u093f\u090f \u092a\u0941\u0930\u0938\u094d\u0915\u093e\u0930 \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0915\u0930\u0915\u0947 \u0921\u094d\u0930\u093e\u0907\u0935\u093f\u0902\u0917 \u0938\u0940\u0916\u0928\u093e)\u0964<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading has-text-align-center has-background\" style=\"background-color:#0270ba59;padding-top:6px;padding-right:6px;padding-bottom:6px;padding-left:6px\"><strong>Traditional Programming vs. Machine Learning (\u092a\u093e\u0930\u0902\u092a\u0930\u093f\u0915 \u092a\u094d\u0930\u094b\u0917\u094d\u0930\u093e\u092e\u093f\u0902\u0917 \u092c\u0928\u093e\u092e \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917)<\/strong><\/h3>\n\n\n\n<p>\u092a\u093e\u0930\u0902\u092a\u0930\u093f\u0915 \u092a\u094d\u0930\u094b\u0917\u094d\u0930\u093e\u092e\u093f\u0902\u0917 \u0914\u0930 \u090f\u092e\u090f\u0932 \u0915\u094b\u0921\u093f\u0902\u0917 \u0926\u094b\u0928\u094b\u0902 \u0939\u0940 \u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930 \u092a\u094d\u0930\u094b\u0917\u094d\u0930\u093e\u092e \u0939\u0948\u0902 \u0932\u0947\u0915\u093f\u0928 \u0909\u0928\u0915\u093e \u0926\u0943\u0937\u094d\u091f\u093f\u0915\u094b\u0923 \u0914\u0930 \u0909\u0926\u094d\u0926\u0947\u0936\u094d\u092f \u0905\u0932\u0917-\u0905\u0932\u0917 \u0939\u0948\u0902\u0964<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>\u092a\u0939\u0932\u0942&nbsp;<\/strong><\/td><td><strong>\u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917<\/strong><\/td><td><strong>\u092a\u093e\u0930\u0902\u092a\u0930\u093f\u0915 \u092a\u094d\u0930\u094b\u0917\u094d\u0930\u093e\u092e\u093f\u0902\u0917<\/strong><\/td><\/tr><tr><td><strong>\u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e&nbsp;<\/strong><\/td><td>\u0907\u0928\u092a\u0941\u091f \u0921\u0947\u091f\u093e \u0914\u0930 \u0906\u0909\u091f\u092a\u0941\u091f \u0921\u0947\u091f\u093e \u0915\u094b \u090f\u0915 \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e (\u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e) \u092e\u0947\u0902 \u0921\u093e\u0932\u0915\u0930 \u090f\u0915 \u092a\u094d\u0930\u094b\u0917\u094d\u0930\u093e\u092e \u092c\u0928\u093e\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0964<img decoding=\"async\" src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXf-erA9UTtSNgkX_8GhdgAY-VEhz9eaXfPKIiWfioouE8dpzJluiPo9h7Cs27ECrmTfWV4x0I8A5_U87EFDwk_e1CbkFe6CjJtXmP_hVE7WrMgxrUMvnhy92BW4R35TafSXXWrq5g?key=CbdFXLfDEjk9il7dVVOPNovS\" style=\"\" alt=\"\u0938\u0942\u091a\u0928\u093e \u0914\u0930 \u0938\u0902\u091a\u093e\u0930 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940 \u092e\u0947\u0902 \u0939\u093e\u0932\u093f\u092f\u093e \u0935\u093f\u0915\u093e\u0938\"><\/td><td>\u0915\u094b\u0908 \u092d\u0940 \u092e\u0948\u0928\u094d\u092f\u0941\u0905\u0932\u0940 \u092c\u0928\u093e\u092f\u093e \u0917\u092f\u093e \u092a\u094d\u0930\u094b\u0917\u094d\u0930\u093e\u092e \u091c\u094b \u0907\u0928\u092a\u0941\u091f \u0921\u0947\u091f\u093e \u0915\u093e \u0909\u092a\u092f\u094b\u0917\u00a0\u0915\u0930\u0924\u093e \u0939\u0948, \u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930 \u092a\u0930 \u091a\u0932\u0924\u093e \u0939\u0948 \u0914\u0930 \u0906\u0909\u091f\u092a\u0941\u091f \u0909\u0924\u094d\u092a\u0928\u094d\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<img decoding=\"async\" src=\"https:\/\/lh7-rt.googleusercontent.com\/docsz\/AD_4nXcs4jY1FkP8p7qs1O90ATzXYaTjxr3aJd8V_kym2A2BX82L-l9HroYthgiskBmOXbH7Tq8F0rgalVIw8knYsMgurvxuxh2_bHcw1MXcZZ4UTok6ajZZTrBLc0YcjGRsXrOe4hVbiQ?key=CbdFXLfDEjk9il7dVVOPNovS\" style=\"\" alt=\"\u0938\u0942\u091a\u0928\u093e \u0914\u0930 \u0938\u0902\u091a\u093e\u0930 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940 \u092e\u0947\u0902 \u0939\u093e\u0932\u093f\u092f\u093e \u0935\u093f\u0915\u093e\u0938\"><\/td><\/tr><tr><td><strong>\u0921\u0947\u091f\u093e-\u0906\u0927\u093e\u0930\u093f\u0924 \u0926\u0943\u0937\u094d\u091f\u093f\u0915\u094b\u0923<\/strong><\/td><td>\u0921\u0947\u091f\u093e \u0938\u0947 \u0938\u0940\u0916\u0915\u0930 \u0938\u092e\u092f \u0915\u0947 \u0938\u093e\u0925 \u0905\u0928\u0941\u0915\u0942\u0932\u0928 \u0914\u0930 \u0938\u0941\u0927\u093e\u0930 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/td><td>\u092a\u0942\u0930\u094d\u0935\u0928\u093f\u0930\u094d\u0927\u093e\u0930\u093f\u0924 \u0928\u093f\u092f\u092e\u094b\u0902 \u0914\u0930 \u0932\u0949\u091c\u093f\u0915 \u092a\u0930 \u0928\u093f\u0930\u094d\u092d\u0930 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/td><\/tr><tr><td><strong>\u0938\u093e\u092e\u093e\u0928\u094d\u092f\u0940\u0915\u0930\u0923<\/strong><\/td><td>\u0928\u092f\u0947, \u0905\u0928\u0926\u0947\u0916\u0947 \u0921\u0947\u091f\u093e \u092a\u0930 \u092a\u0942\u0930\u094d\u0935\u093e\u0928\u0941\u092e\u093e\u0928 \u0932\u0917\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092a\u0948\u091f\u0930\u094d\u0928 \u0915\u094b \u0938\u093e\u092e\u093e\u0928\u094d\u092f\u0940\u0915\u0943\u0924 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/td><td>\u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u0938\u094d\u0925\u093f\u0924\u093f \u0915\u0947 \u0932\u093f\u090f \u0935\u093f\u0936\u093f\u0937\u094d\u091f \u0928\u093f\u092f\u092e \u092c\u0928\u093e\u0924\u093e \u0939\u0948\u0964<\/td><\/tr><tr><td><strong>\u0938\u094d\u0935\u091a\u093e\u0932\u0928<\/strong><\/td><td>\u0921\u0947\u091f\u093e \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u0938\u0940\u0916\u0928\u0947 \u0914\u0930 \u0928\u093f\u0930\u094d\u0923\u092f \u0932\u0947\u0928\u0947 \u0915\u0940 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e\u0913\u0902 \u0915\u094b \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/td><td>\u0928\u093f\u092f\u092e\u094b\u0902 \u0914\u0930 \u0932\u0949\u091c\u093f\u0915 \u0915\u094b \u092e\u0948\u0928\u094d\u092f\u0941\u0905\u0932\u0940 \u0905\u092a\u0921\u0947\u091f \u0915\u0930\u0928\u0947 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948\u0964<\/td><\/tr><tr><td><strong>\u0938\u094d\u0915\u0947\u0932\u0947\u092c\u093f\u0932\u093f\u091f\u0940<\/strong><\/td><td>\u092c\u0921\u093c\u0947 \u0914\u0930 \u091c\u091f\u093f\u0932 \u0921\u0947\u091f\u093e \u0938\u0947\u091f \u0915\u094b \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u0930\u0942\u092a \u0938\u0947 \u0938\u0902\u092d\u093e\u0932 \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/td><td>\u092c\u0921\u093c\u0947 \u0921\u0947\u091f\u093e \u0935\u0949\u0932\u094d\u092f\u0942\u092e \u0915\u0947 \u0932\u093f\u090f \u0938\u094d\u0915\u0947\u0932 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u0915\u0920\u093f\u0928\u093e\u0908 \u0939\u094b \u0938\u0915\u0924\u0940 \u0939\u0948\u0964<\/td><\/tr><tr><td><strong>\u092a\u0941\u0928\u0930\u093e\u0935\u0943\u0924\u094d\u0924 \u0938\u0941\u0927\u093e\u0930<\/strong><\/td><td>\u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u0915\u094b \u0938\u092e\u092f \u0915\u0947 \u0938\u093e\u0925 \u092a\u0930\u093f\u0937\u094d\u0915\u0943\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092e\u0949\u0921\u0932 \u0915\u094b \u092c\u093e\u0930 &#8211; \u092c\u093e\u0930&nbsp; \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u093f\u0924 \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0924\u093e \u0939\u0948\u0964<\/td><td>\u0915\u094b\u0921 \u0915\u094b \u0915\u0947\u0935\u0932 \u0906\u0935\u0936\u094d\u092f\u0915 \u0939\u094b\u0928\u0947 \u092a\u0930 \u0939\u0940 \u0905\u092a\u0921\u0947\u091f \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0964<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading has-text-align-center has-background\" style=\"background-color:#0270ba59;padding-top:6px;padding-right:6px;padding-bottom:6px;padding-left:6px\"><strong>\u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0915\u0947 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917<\/strong><\/h3>\n\n\n\n<h6 class=\"wp-block-heading\"><strong>\u0938\u094d\u0935\u093e\u0938\u094d\u0925\u094d\u092f \u0926\u0947\u0916\u092d\u093e\u0932<\/strong><\/h6>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u0930\u094b\u0917 \u0928\u093f\u0926\u093e\u0928 <\/strong>: \u090f\u092e\u090f\u0932 \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u094d\u092e \u091a\u093f\u0915\u093f\u0924\u094d\u0938\u093e \u091b\u0935\u093f\u092f\u094b\u0902 (\u091c\u0948\u0938\u0947 X-rays, MRIs, CT \u0938\u094d\u0915\u0948\u0928) \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0915\u0947 \u0915\u0948\u0902\u0938\u0930 \u092f\u093e \u092b\u094d\u0930\u0948\u0915\u094d\u091a\u0930 \u091c\u0948\u0938\u0940 \u0938\u094d\u0925\u093f\u0924\u093f\u092f\u094b\u0902 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964\n<ul class=\"wp-block-list\">\n<li><strong>\u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940:<\/strong> \u0907\u092e\u0947\u091c \u0930\u093f\u0915\u0917\u094d\u0928\u093f\u0936\u0928 \u0915\u0947 \u0932\u093f\u090f Convolutional Neural Networks (CNNs)\u0964<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u0935\u094d\u092f\u0915\u094d\u0924\u093f\u0917\u0924 \u091a\u093f\u0915\u093f\u0924\u094d\u0938\u093e <\/strong>: \u090f\u092e\u090f\u0932 \u092e\u0930\u0940\u091c\u094b\u0902 \u0915\u0947 \u0921\u0947\u091f\u093e \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923<\/li>\n\n\n\n<li><strong>\u092a\u0942\u0930\u094d\u0935\u093e\u0928\u0941\u092e\u093e\u0928 \u0906\u0927\u093e\u0930\u093f\u0924 \u0938\u094d\u0935\u093e\u0938\u094d\u0925\u094d\u092f \u0938\u0947\u0935\u093e<\/strong>: \u090f\u092e\u090f\u0932 \u0930\u094b\u0917 \u092a\u094d\u0930\u0915\u094b\u092a\u094b\u0902 \u092f\u093e \u092e\u0930\u0940\u091c \u0915\u0947 \u092b\u093f\u0930 \u0938\u0947 \u0905\u0938\u094d\u092a\u0924\u093e\u0932 \u092e\u0947\u0902 \u092d\u0930\u094d\u0924\u0940 \u0939\u094b\u0928\u0947 \u0915\u0940 \u0938\u0902\u092d\u093e\u0935\u0928\u093e \u0915\u0940 \u092d\u0935\u093f\u0937\u094d\u092f\u0935\u093e\u0923\u0940 \u0915\u0930\u0924\u093e \u0939\u0948\u0964\n<ul class=\"wp-block-list\">\n<li><strong>\u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940:<\/strong> Decision Trees \u0914\u0930 Random Forests\u0964<\/li>\n\n\n\n<li>\u0909\u0926\u093e\u0939\u0930\u0923 : <strong>Niramai <\/strong>(AI-\u0906\u0927\u093e\u0930\u093f\u0924 \u0938\u094d\u0924\u0928 \u0915\u0948\u0902\u0938\u0930 \u092a\u0939\u091a\u093e\u0928)<strong>, Doc.ai <\/strong>(AI \u0938\u094d\u0935\u093e\u0938\u094d\u0925\u094d\u092f \u0938\u0939\u093e\u092f\u0915)<strong>\u0964<\/strong><\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<h6 class=\"wp-block-heading\"><strong>\u0935\u093f\u0924\u094d\u0924<\/strong><\/h6>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0927\u094b\u0916\u093e\u0927\u0921\u093c\u0940 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u093e <\/strong>: \u090f\u092e\u090f\u0932 \u0905\u0938\u093e\u092e\u093e\u0928\u094d\u092f \u0932\u0947\u0928\u0926\u0947\u0928 \u092f\u093e \u0927\u094b\u0916\u093e\u0927\u0921\u093c\u0940 \u0915\u0947 \u0938\u0902\u0915\u0947\u0924 \u0926\u0947\u0928\u0947 \u0935\u093e\u0932\u0947 \u092a\u0948\u091f\u0930\u094d\u0928 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940:<\/strong> \u090f\u0928\u0949\u092e\u0932\u0940 \u0921\u093f\u091f\u0947\u0915\u094d\u0936\u0928 \u0914\u0930 \u0938\u0941\u092a\u0930\u0935\u093e\u0907\u091c\u094d\u0921 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092e\u0949\u0921\u0932\u094d\u0938\u0964<\/li>\n\n\n\n<li><strong>\u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u092e\u093f\u0915 \u091f\u094d\u0930\u0947\u0921\u093f\u0902\u0917 <\/strong>: \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u0938\u0902\u0938\u094d\u0925\u093e\u0928 \u090f\u092e\u090f\u0932 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u092c\u093e\u091c\u093e\u0930 \u0930\u0941\u091d\u093e\u0928\u094b\u0902 \u0915\u0940 \u092d\u0935\u093f\u0937\u094d\u092f\u0935\u093e\u0923\u0940 \u0914\u0930 \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u091f\u094d\u0930\u0947\u0921\u093f\u0902\u0917 \u0915\u0947 \u0932\u093f\u090f \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964\n<ul class=\"wp-block-list\">\n<li><strong>\u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940:<\/strong> \u091f\u093e\u0907\u092e \u0938\u0940\u0930\u0940\u091c\u093c \u090f\u0928\u093e\u0932\u093f\u0938\u093f\u0938 \u0914\u0930 \u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915\u094d\u0938\u0964<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u0915\u094d\u0930\u0947\u0921\u093f\u091f \u0938\u094d\u0915\u094b\u0930\u093f\u0902\u0917 <\/strong>: \u090f\u092e\u090f\u0932 \u0906\u0935\u0947\u0926\u0915\u094b\u0902 \u0915\u0940 \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u0921\u0947\u091f\u093e \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930 \u0915\u094d\u0930\u0947\u0921\u093f\u091f \u0915\u094d\u0937\u092e\u0924\u093e \u0915\u093e \u0906\u0915\u0932\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964\n<ul class=\"wp-block-list\">\n<li><strong>\u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940:<\/strong> Logistic Regression \u0914\u0930 Decision Trees\u0964<\/li>\n\n\n\n<li><strong>\u0909\u0926\u093e\u0939\u0930\u0923:<\/strong> CreditVidya (AI-\u0906\u0927\u093e\u0930\u093f\u0924 \u0915\u094d\u0930\u0947\u0921\u093f\u091f \u0938\u094d\u0915\u094b\u0930\u093f\u0902\u0917)\u0964<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h6 class=\"wp-block-heading\"><strong>\u0908-\u0915\u0949\u092e\u0930\u094d\u0938 \u0914\u0930 \u0930\u093f\u091f\u0947\u0932<\/strong><\/h6>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0905\u0928\u0941\u0936\u0902\u0938\u093e \u092a\u094d\u0930\u0923\u093e\u0932\u0940 <\/strong>: \u0905\u092e\u0947\u091c\u093c\u0928, \u0928\u0947\u091f\u092b\u094d\u0932\u093f\u0915\u094d\u0938, \u0914\u0930 \u0938\u094d\u092a\u0949\u091f\u093f\u092b\u093e\u0908 \u091c\u0948\u0938\u0947 \u092a\u094d\u0932\u0947\u091f\u092b\u0949\u0930\u094d\u092e \u0909\u0924\u094d\u092a\u093e\u0926\u094b\u0902, \u092e\u0942\u0935\u0940\u091c\u093c, \u092f\u093e \u0938\u0902\u0917\u0940\u0924 \u0915\u0940 \u0938\u093f\u092b\u093e\u0930\u093f\u0936 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u090f\u092e\u090f\u0932 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964\n<ul class=\"wp-block-list\">\n<li><strong>\u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940:<\/strong> Collaborative Filtering \u0914\u0930 Matrix Factorization\u0964<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u092e\u093e\u0902\u0917 \u092a\u0942\u0930\u094d\u0935\u093e\u0928\u0941\u092e\u093e\u0928 <\/strong>: \u0930\u093f\u091f\u0947\u0932\u0930\u094d\u0938 \u092d\u0935\u093f\u0937\u094d\u092f \u0915\u0940 \u0909\u0924\u094d\u092a\u093e\u0926 \u092e\u093e\u0902\u0917 \u0915\u0940 \u092d\u0935\u093f\u0937\u094d\u092f\u0935\u093e\u0923\u0940 \u0914\u0930 \u0907\u0928\u094d\u0935\u0947\u0902\u091f\u0930\u0940 \u0915\u094b \u0905\u0928\u0941\u0915\u0942\u0932\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u090f\u092e\u090f\u0932 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964\n<ul class=\"wp-block-list\">\n<li><strong>\u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940:<\/strong> Regression Models, Time Series Forecasting, \u0914\u0930 Neural Networks\u0964<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u0917\u094d\u0930\u093e\u0939\u0915 \u0938\u0947\u0935\u093e \u0938\u094d\u0935\u091a\u093e\u0932\u0928 <\/strong>:\u090f\u092e\u090f\u0932-\u091a\u093e\u0932\u093f\u0924 \u091a\u0948\u091f\u092c\u0949\u091f\u094d\u0938 \u0917\u094d\u0930\u093e\u0939\u0915 \u092a\u094d\u0930\u0936\u094d\u0928\u094b\u0902 \u0915\u093e \u0909\u0924\u094d\u0924\u0930 \u0926\u0947\u0924\u0947 \u0939\u0948\u0902\u0964\n<ul class=\"wp-block-list\">\n<li><strong>\u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940:<\/strong> NLP \u092e\u0949\u0921\u0932 \u091c\u0948\u0938\u0947 Transformers \u0914\u0930 RNNs\u0964<\/li>\n\n\n\n<li><strong>\u0909\u0926\u093e\u0939\u0930\u0923:<\/strong> Flipkart (\u0909\u0924\u094d\u092a\u093e\u0926 \u0938\u093f\u092b\u093e\u0930\u093f\u0936 \u092a\u094d\u0930\u0923\u093e\u0932\u0940)\u0964<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h6 class=\"wp-block-heading\"><strong>\u092a\u0930\u093f\u0935\u0939\u0928&nbsp;<\/strong><\/h6>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0935\u093e\u0939\u0928 <\/strong>: \u090f\u092e\u090f\u0932 \u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0935\u093e\u0939\u0928\u094b\u0902 \u0915\u094b \u0935\u0938\u094d\u0924\u0941\u0913\u0902 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0915\u0930\u0928\u0947, \u092e\u093e\u0930\u094d\u0917 \u0915\u0940 \u092f\u094b\u091c\u0928\u093e \u092c\u0928\u093e\u0928\u0947 \u0914\u0930 \u0928\u0947\u0935\u093f\u0917\u0947\u091f \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u0938\u0915\u094d\u0937\u092e \u092c\u0928\u093e\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940:<\/strong> \u0907\u092e\u0947\u091c \u0930\u093f\u0915\u0917\u094d\u0928\u093f\u0936\u0928 \u0915\u0947 \u0932\u093f\u090f CNNs, \u0914\u0930 \u0928\u093f\u0930\u094d\u0923\u092f \u0932\u0947\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f Reinforcement Learning\u0964<\/li>\n\n\n\n<li><strong>\u091f\u094d\u0930\u0948\u092b\u093f\u0915 \u092a\u0942\u0930\u094d\u0935\u093e\u0928\u0941\u092e\u093e\u0928 \u0914\u0930 \u092a\u094d\u0930\u092c\u0902\u0927\u0928<\/strong>: ML \u091f\u094d\u0930\u0948\u092b\u093f\u0915 \u092a\u0948\u091f\u0930\u094d\u0928 \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0915\u0947 \u0930\u0942\u091f\u094d\u0938 \u0915\u094b \u0905\u0928\u0941\u0915\u0942\u0932\u093f\u0924 \u0914\u0930 \u092d\u0940\u0921\u093c\u092d\u093e\u0921\u093c \u0915\u094b \u0915\u092e \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940:<\/strong> Time Series Forecasting \u0914\u0930 Reinforcement Learning\u0964<\/li>\n<\/ul>\n\n\n\n<h6 class=\"wp-block-heading\"><strong>\u0928\u0947\u091a\u0941\u0930\u0932 \u0932\u0948\u0902\u0917\u094d\u0935\u0947\u091c \u092a\u094d\u0930\u094b\u0938\u0947\u0938\u093f\u0902\u0917 (NLP)<\/strong><\/h6>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0938\u094d\u092a\u0940\u091a \u0930\u093f\u0915\u0917\u094d\u0928\u093f\u0936\u0928 <\/strong>: \u0938\u093f\u0930\u0940 \u0914\u0930 \u0917\u0942\u0917\u0932 \u0905\u0938\u093f\u0938\u094d\u091f\u0947\u0902\u091f \u091c\u0948\u0938\u0947 \u0935\u0930\u094d\u091a\u0941\u0905\u0932 \u0905\u0938\u093f\u0938\u094d\u091f\u0947\u0902\u091f \u092c\u094b\u0932\u0940 \u0917\u0908 \u092d\u093e\u0937\u093e \u0915\u094b \u0938\u092e\u091d\u0928\u0947 \u092e\u0947\u0902 \u0938\u0915\u094d\u0937\u092e \u0939\u094b\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n\n\n\n<li><em>Technology<\/em>: RNNs and LSTMs for speech-to-text conversion.<\/li>\n\n\n\n<li><strong>\u091f\u0947\u0915\u094d\u0938\u094d\u091f \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 <\/strong>: \u092d\u093e\u0935 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923, \u0938\u093e\u0930\u093e\u0902\u0936, \u0914\u0930 \u0938\u094d\u092a\u0948\u092e \u092b\u093c\u093f\u0932\u094d\u091f\u0930\u093f\u0902\u0917 \u0915\u0947 \u0932\u093f\u090f \u0909\u092a\u092f\u094b\u0917\u0964<\/li>\n\n\n\n<li><strong>\u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940:<\/strong> BERT, GPT, \u0914\u0930 Word2Vec\u0964<\/li>\n\n\n\n<li><strong>\u0905\u0928\u0941\u0935\u093e\u0926 \u0938\u0947\u0935\u093e\u090f\u0902 <\/strong>: ML translates text between languages (e.g., Google Translate).<\/li>\n\n\n\n<li><strong>\u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940:<\/strong> Sequence-to-Sequence \u092e\u0949\u0921\u0932\u094d\u0938 \u0914\u0930 Transformers\u0964<\/li>\n\n\n\n<li><strong>\u0909\u0926\u093e\u0939\u0930\u0923:<\/strong> Bhashini (\u092d\u093e\u0937\u093e \u0905\u0928\u0941\u0935\u093e\u0926 \u0915\u0947 \u0932\u093f\u090f AI)\u0964<\/li>\n<\/ul>\n\n\n\n<h6 class=\"wp-block-heading\"><strong>\u0928\u093f\u0930\u094d\u092e\u093e\u0923 \u0914\u0930 \u0909\u0926\u094d\u092f\u094b\u0917 4.0<\/strong><\/h6>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0917\u0941\u0923\u0935\u0924\u094d\u0924\u093e \u0928\u093f\u092f\u0902\u0924\u094d\u0930\u0923 <\/strong>: \u090f\u092e\u090f\u0932 \u0909\u0924\u094d\u092a\u093e\u0926\u0928 \u0932\u093e\u0907\u0928\u094b\u0902 \u0915\u093e \u0928\u093f\u0930\u0940\u0915\u094d\u0937\u0923 \u0915\u0930 \u0926\u094b\u0937\u094b\u0902 \u092f\u093e \u0917\u0941\u0923\u0935\u0924\u094d\u0924\u093e \u0938\u0902\u092c\u0902\u0927\u0940 \u0938\u092e\u0938\u094d\u092f\u093e\u0913\u0902 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong><em>\u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940:<\/em><\/strong><em> \u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930 \u0935\u093f\u091c\u093c\u0928 \u0915\u0947 \u0932\u093f\u090f CNNs\u0964<\/em><\/li>\n\n\n\n<li><strong>\u0938\u092a\u094d\u0932\u093e\u0908 \u091a\u0947\u0928 \u0911\u092a\u094d\u091f\u093f\u092e\u093e\u0907\u091c\u093c\u0947\u0936\u0928 <\/strong>: \u0906\u092a\u0942\u0930\u094d\u0924\u093f \u0914\u0930 \u092e\u093e\u0902\u0917 \u0915\u0940 \u092d\u0935\u093f\u0937\u094d\u092f\u0935\u093e\u0923\u0940, \u0935\u0947\u092f\u0930\u0939\u093e\u0909\u0938 \u0938\u0902\u091a\u093e\u0932\u0928 \u0915\u094b \u0905\u0928\u0941\u0915\u0942\u0932\u093f\u0924 \u0914\u0930 \u0932\u0949\u091c\u093f\u0938\u094d\u091f\u093f\u0915\u094d\u0938 \u0915\u093e \u092a\u094d\u0930\u092c\u0902\u0927\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940:<\/strong> Time Series Forecasting \u0914\u0930 Optimization Algorithms<\/li>\n<\/ul>\n\n\n\n<h6 class=\"wp-block-heading\"><strong>\u0915\u0943\u0937\u093f<\/strong><\/h6>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0938\u091f\u0940\u0915 \u0916\u0947\u0924\u0940 <\/strong>:\u090f\u092e\u090f\u0932 \u0909\u092a\u0917\u094d\u0930\u0939 \u0914\u0930 \u0938\u0947\u0902\u0938\u0930 \u0921\u0947\u091f\u093e \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u0938\u093f\u0902\u091a\u093e\u0908, \u0909\u0930\u094d\u0935\u0930\u0940\u0915\u0930\u0923, \u0914\u0930 \u0915\u0940\u091f \u0928\u093f\u092f\u0902\u0924\u094d\u0930\u0923 \u0915\u094b \u0905\u0928\u0941\u0915\u0942\u0932\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u092a\u0936\u0941\u0927\u0928 \u0928\u093f\u0917\u0930\u093e\u0928\u0940<\/strong>: \u090f\u092e\u090f\u0932 \u092a\u0936\u0941\u0913\u0902 \u0915\u0947 \u0938\u094d\u0935\u093e\u0938\u094d\u0925\u094d\u092f, \u0917\u0924\u093f\u0935\u093f\u0927\u093f \u0914\u0930 \u092d\u094b\u091c\u0928 \u092a\u0948\u091f\u0930\u094d\u0928 \u0915\u094b \u091f\u094d\u0930\u0948\u0915 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li>\u0909\u0926\u093e\u0939\u0930\u0923 :AgNext (\u0915\u0943\u0937\u093f \u0915\u0947 \u0932\u093f\u090f AI)\u0964 ), CropIn (\u0938\u094d\u092e\u093e\u0930\u094d\u091f \u092b\u093e\u0930\u094d\u092e\u093f\u0902\u0917 \u092a\u094d\u0932\u0947\u091f\u092b\u0949\u0930\u094d\u092e)\u0964<\/li>\n<\/ul>\n\n\n\n<h6 class=\"wp-block-heading\"><strong>\u0938\u093e\u0907\u092c\u0930 \u0938\u0941\u0930\u0915\u094d\u0937\u093e<\/strong><\/h6>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0916\u0924\u0930\u094b\u0902 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u093e<\/strong>: \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u091f\u094d\u0930\u0948\u092b\u093f\u0915 \u092e\u0947\u0902 \u0935\u093f\u0938\u0902\u0917\u0924\u093f\u092f\u094b\u0902 (anomalies) \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0915\u0930 \u0938\u093e\u0907\u092c\u0930 \u0916\u0924\u0930\u094b\u0902 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u092a\u094d\u0930\u092e\u093e\u0923\u0940\u0915\u0930\u0923 \u092a\u094d\u0930\u0923\u093e\u0932\u0940&nbsp; <\/strong>: \u091a\u0947\u0939\u0930\u0947 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0914\u0930 \u092c\u093e\u092f\u094b\u092e\u0947\u091f\u094d\u0930\u093f\u0915 \u0938\u093f\u0938\u094d\u091f\u092e \u0938\u0941\u0930\u0915\u094d\u0937\u093f\u0924 \u090f\u0915\u094d\u0938\u0947\u0938 \u0915\u0902\u091f\u094d\u0930\u094b\u0932 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n\n\n\n<li><em>\u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940 <\/em>: \u091a\u0947\u0939\u0930\u0947 \u0915\u0940 \u0935\u093f\u0936\u0947\u0937\u0924\u093e \u092a\u0939\u091a\u093e\u0928 \u0915\u0947 \u0932\u093f\u090f \u0938\u0940\u090f\u0928\u090f\u0928.<\/li>\n<\/ul>\n\n\n\n<h6 class=\"wp-block-heading\"><strong>\u092e\u0928\u094b\u0930\u0902\u091c\u0928 \u0914\u0930 \u092e\u0940\u0921\u093f\u092f\u093e<\/strong><\/h6>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0915\u0902\u091f\u0947\u0902\u091f \u092a\u0930\u094d\u0938\u0928\u0932\u093e\u0907\u091c\u093c\u0947\u0936\u0928 <\/strong>: \u0928\u0947\u091f\u092b\u094d\u0932\u093f\u0915\u094d\u0938 \u091c\u0948\u0938\u0940 \u0938\u094d\u091f\u094d\u0930\u0940\u092e\u093f\u0902\u0917 \u0938\u0947\u0935\u093e\u090f\u0902 \u090f\u092e\u090f\u0932 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0935\u094d\u092f\u0915\u094d\u0924\u093f\u0917\u0924 \u0938\u093f\u092b\u093e\u0930\u093f\u0936\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0915\u0930\u0924\u0940 \u0939\u0948\u0902\u0964<\/li>\n\n\n\n<li><strong>\u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940:<\/strong> Collaborative Filtering, Reinforcement Learning\u0964<\/li>\n\n\n\n<li><strong>\u0935\u0940\u0921\u093f\u092f\u094b \u0917\u0947\u092e\u094d\u0938 <\/strong>: \u090f\u092e\u090f\u0932 \u0905\u0928\u0941\u0915\u0942\u0932 \u0928\u0949\u0928-\u092a\u094d\u0932\u0947\u090f\u092c\u0932 \u0915\u0948\u0930\u0947\u0915\u094d\u091f\u0930\u094d\u0938 (NPCs) \u092c\u0928\u093e\u0924\u093e \u0939\u0948, \u091c\u094b \u0916\u093f\u0932\u093e\u0921\u093c\u0940 \u0915\u0940 \u0917\u0924\u093f\u0935\u093f\u0927\u093f\u092f\u094b\u0902 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u0935\u093f\u0915\u0938\u093f\u0924 \u0939\u094b\u0924\u0947 \u0939\u0948\u0902\u0964<\/li>\n\n\n\n<li>\u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940: \u090f\u0928\u092a\u0940\u0938\u0940 (Non-Player Character) \u0935\u094d\u092f\u0935\u0939\u093e\u0930 \u0938\u0940\u0916\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0938\u0941\u0926\u0943\u0922\u0940\u0915\u0930\u0923 \u0936\u093f\u0915\u094d\u0937\u093e (Reinforcement Learning) \u0915\u093e \u0909\u092a\u092f\u094b\u0917\u0964<\/li>\n<\/ul>\n\n\n\n<h6 class=\"wp-block-heading\"><strong>\u0938\u094d\u092e\u093e\u0930\u094d\u091f \u0938\u093f\u091f\u0940\u091c\u093c&nbsp;&nbsp;<\/strong><\/h6>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0938\u094d\u092e\u093e\u0930\u094d\u091f \u0936\u0939\u0930\u094b\u0902 \u092e\u0947\u0902 \u0936\u0939\u0930\u0940 \u0928\u093f\u092f\u094b\u091c\u0928 \u092e\u0947\u0902 \u0938\u0941\u0927\u093e\u0930, \u092f\u093e\u0924\u093e\u092f\u093e\u0924 \u092a\u094d\u0930\u0935\u093e\u0939 \u0915\u094b \u0905\u0928\u0941\u0915\u0942\u0932\u093f\u0924 \u0915\u0930\u0928\u0947, \u0938\u093e\u0930\u094d\u0935\u091c\u0928\u093f\u0915 \u0938\u0941\u0930\u0915\u094d\u0937\u093e \u092c\u0922\u093c\u093e\u0928\u0947 \u0914\u0930 \u0909\u092a\u092f\u094b\u0917\u093f\u0924\u093e\u0913\u0902 \u0915\u093e \u0915\u0941\u0936\u0932\u0924\u093e\u092a\u0942\u0930\u094d\u0935\u0915 \u092a\u094d\u0930\u092c\u0902\u0927\u0928 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li>\u092c\u0947\u0902\u0917\u0932\u0941\u0930\u0941 (\u091f\u094d\u0930\u0948\u092b\u093f\u0915 \u092a\u094d\u0930\u092c\u0902\u0927\u0928 \u092e\u0947\u0902 \u090f\u092e\u090f\u0932)\u0964<\/li>\n\n\n\n<li>\u0938\u0942\u0930\u0924 (\u0915\u091a\u0930\u093e \u092a\u094d\u0930\u092c\u0902\u0927\u0928 \u092e\u0947\u0902 AI)\u0964<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading has-text-align-center has-background\" style=\"background-color:#0270ba59;padding-top:6px;padding-right:6px;padding-bottom:6px;padding-left:6px\"><strong>\u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092e\u0947\u0902 \u0928\u0948\u0924\u093f\u0915\u0924\u093e \u0914\u0930 \u091a\u0941\u0928\u094c\u0924\u093f\u092f\u093e\u0902<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td class=\"has-text-align-left\" data-align=\"left\"><strong>\u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092e\u0947\u0902 \u0928\u0948\u0924\u093f\u0915\u0924\u093e<\/strong><\/td><td class=\"has-text-align-left\" data-align=\"left\"><strong>\u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092e\u0947\u0902 \u091a\u0941\u0928\u094c\u0924\u093f\u092f\u093e\u0902<\/strong><\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\"><strong>\u092a\u0942\u0930\u094d\u0935\u093e\u0917\u094d\u0930\u0939 \u0914\u0930 \u0928\u093f\u0937\u094d\u092a\u0915\u094d\u0937\u0924\u093e<\/strong>:<br>\u092e\u0949\u0921\u0932 \u0921\u0947\u091f\u093e \u092e\u0947\u0902 \u092e\u094c\u091c\u0942\u0926 \u092a\u0942\u0930\u094d\u0935\u093e\u0917\u094d\u0930\u0939\u094b\u0902 \u0915\u094b \u092c\u0922\u093c\u093e \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u0905\u0928\u0941\u091a\u093f\u0924 \u092a\u0930\u093f\u0923\u093e\u092e \u0939\u094b \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<br><strong>\u0909\u0926\u093e\u0939\u0930\u0923:<\/strong> \u0939\u093e\u092f\u0930\u093f\u0902\u0917 \u090f\u0932\u094d\u0917\u094b\u0930\u093f\u0926\u094d\u092e \u092f\u093e \u0932\u094b\u0928 \u0905\u092a\u094d\u0930\u0942\u0935\u0932 \u092e\u0947\u0902 \u092d\u0947\u0926\u092d\u093e\u0935\u0964<br><strong>\u0917\u094b\u092a\u0928\u0940\u092f\u0924\u093e \u091a\u093f\u0902\u0924\u093e\u090f\u0902 <\/strong>:<br>\u0935\u094d\u092f\u0915\u094d\u0924\u093f\u0917\u0924 \u0921\u0947\u091f\u093e \u0915\u093e \u092c\u093f\u0928\u093e \u0938\u0939\u092e\u0924\u093f \u0915\u0947 \u0909\u092a\u092f\u094b\u0917 \u0917\u094b\u092a\u0928\u0940\u092f\u0924\u093e \u0905\u0927\u093f\u0915\u093e\u0930\u094b\u0902 \u0915\u093e \u0909\u0932\u094d\u0932\u0902\u0918\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<br><strong>\u0909\u0926\u093e\u0939\u0930\u0923:<\/strong> \u092c\u093f\u0928\u093e \u0905\u0928\u0941\u092e\u0924\u093f \u0915\u0947 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u0935\u094d\u092f\u0935\u0939\u093e\u0930 \u0915\u0940 \u0928\u093f\u0917\u0930\u093e\u0928\u0940 \u092f\u093e \u091a\u0947\u0939\u0930\u0947 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928\u0964<strong>\u092a\u093e\u0930\u0926\u0930\u094d\u0936\u093f\u0924\u093e \u0914\u0930 \u0935\u094d\u092f\u093e\u0916\u094d\u092f\u093e\u0924\u094d\u092e\u0915\u0924\u093e <\/strong>:<br>\u0915\u0908 \u092e\u0949\u0921\u0932, \u0935\u093f\u0936\u0947\u0937 \u0930\u0942\u092a \u0938\u0947 \u0921\u0940\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917, &#8220;\u092c\u094d\u0932\u0948\u0915 \u092c\u0949\u0915\u094d\u0938&#8221; \u0915\u0940 \u0924\u0930\u0939 \u0915\u093e\u092e \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964\u0928\u093f\u0930\u094d\u0923\u092f \u0915\u0948\u0938\u0947 \u0932\u093f\u090f \u091c\u093e\u0924\u0947 \u0939\u0948\u0902, \u0907\u0938\u0915\u0940 \u0938\u094d\u092a\u0937\u094d\u091f\u0924\u093e \u0915\u0940 \u0915\u092e\u0940 \u0935\u093f\u0936\u094d\u0935\u093e\u0938 \u0915\u0947 \u092e\u0941\u0926\u094d\u0926\u0947 \u092a\u0948\u0926\u093e \u0915\u0930\u0924\u0940 \u0939\u0948\u0964<br><strong>\u091c\u0935\u093e\u092c\u0926\u0947\u0939\u0940 <\/strong>:<br>\u090f\u092e\u090f\u0932-\u091a\u093e\u0932\u093f\u0924 \u0938\u093f\u0938\u094d\u091f\u092e \u092e\u0947\u0902 \u0924\u094d\u0930\u0941\u091f\u093f\u092f\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u091c\u093f\u092e\u094d\u092e\u0947\u0926\u093e\u0930\u0940 \u0924\u092f \u0915\u0930\u0928\u093e \u0915\u0920\u093f\u0928 \u0939\u094b\u0924\u093e \u0939\u0948\u0964<br><strong>\u0909\u0926\u093e\u0939\u0930\u0923:<\/strong> \u0938\u094d\u0935\u093e\u092f\u0924\u094d\u0924 \u0935\u093e\u0939\u0928\u094b\u0902 \u0926\u094d\u0935\u093e\u0930\u093e \u0926\u0941\u0930\u094d\u0918\u091f\u0928\u093e\u0913\u0902 \u0915\u0947 \u0932\u093f\u090f \u0909\u0924\u094d\u0924\u0930\u0926\u093e\u092f\u093f\u0924\u094d\u0935\u0964<br><strong>\u0928\u094c\u0915\u0930\u093f\u092f\u094b\u0902 \u0915\u093e \u0935\u093f\u0938\u094d\u0925\u093e\u092a\u0928<\/strong>:<br>\u090f\u092e\u090f\u0932 \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 \u0938\u094d\u0935\u091a\u093e\u0932\u0928 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u092e\u0947\u0902 \u092e\u093e\u0928\u0935 \u0928\u094c\u0915\u0930\u093f\u092f\u094b\u0902 \u0915\u0940 \u091c\u0917\u0939 \u0932\u0947 \u0938\u0915\u0924\u093e \u0939\u0948\u0964<br><strong>\u0924\u0915\u0928\u0940\u0915\u0940 \u0935\u093f\u0936\u093f\u0937\u094d\u091f\u0924\u093e <\/strong>:<br>\u092e\u0936\u0940\u0928\u094b\u0902 \u0915\u0947 \u092e\u093e\u0928\u0935 \u092c\u0941\u0926\u094d\u0927\u093f\u092e\u0924\u094d\u0924\u093e \u0938\u0947 \u0906\u0917\u0947 \u0928\u093f\u0915\u0932\u0928\u0947 \u0915\u0940 \u0938\u0902\u092d\u093e\u0935\u0928\u093e \u0928\u0948\u0924\u093f\u0915 \u091a\u093f\u0902\u0924\u093e\u090f\u0902 \u092c\u0922\u093c\u093e\u0924\u0940 \u0939\u0948\u0964<\/td><td class=\"has-text-align-left\" data-align=\"left\"><strong>\u0921\u0947\u091f\u093e \u0938\u0947 \u0938\u0902\u092c\u0902\u0927\u093f\u0924 \u0938\u092e\u0938\u094d\u092f\u093e\u090f\u0902 <\/strong>:<br><strong>\u0917\u0941\u0923\u0935\u0924\u094d\u0924\u093e<\/strong>: \u0905\u0938\u0902\u0917\u0924, \u0936\u094b\u0930\u092a\u0942\u0930\u094d\u0923 \u092f\u093e \u092a\u0942\u0930\u094d\u0935\u093e\u0917\u094d\u0930\u0939 \u0938\u0947 \u0917\u094d\u0930\u0938\u093f\u0924 \u0921\u0947\u091f\u093e \u092e\u0949\u0921\u0932 \u0915\u0940 \u0938\u091f\u0940\u0915\u0924\u093e \u0915\u094b \u092a\u094d\u0930\u092d\u093e\u0935\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<br><strong>\u092e\u093e\u0924\u094d\u0930\u093e <\/strong>: \u0905\u092a\u0930\u094d\u092f\u093e\u092a\u094d\u0924 \u0921\u0947\u091f\u093e \u0916\u0930\u093e\u092c \u092e\u0949\u0921\u0932 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 \u0915\u093e \u0915\u093e\u0930\u0923 \u092c\u0928\u0924\u093e \u0939\u0948\u0964<br><strong>\u0913\u0935\u0930\u092b\u093f\u091f\u093f\u0902\u0917 \u0914\u0930 \u0905\u0902\u0921\u0930\u092b\u093f\u091f\u093f\u0902\u0917<\/strong>:<br>\u0913\u0935\u0930\u092b\u093f\u091f\u093f\u0902\u0917 : \u092e\u0949\u0921\u0932 \u091f\u094d\u0930\u0947\u0928\u093f\u0902\u0917 \u0921\u0947\u091f\u093e \u092a\u0930 \u092c\u0939\u0941\u0924 \u0905\u091a\u094d\u091b\u093e \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u0915\u0930\u0924\u093e \u0939\u0948, \u0932\u0947\u0915\u093f\u0928 \u0905\u0928\u0926\u0947\u0916\u0947 \u0921\u0947\u091f\u093e \u092a\u0930 \u0916\u0930\u093e\u092c\u0964<br>\u0905\u0902\u0921\u0930\u092b\u093f\u091f\u093f\u0902\u0917: \u092e\u0949\u0921\u0932 \u0921\u0947\u091f\u093e \u092e\u0947\u0902 \u092a\u0948\u091f\u0930\u094d\u0928 \u0915\u094b \u092a\u0915\u0921\u093c\u0928\u0947 \u092e\u0947\u0902 \u0935\u093f\u092b\u0932 \u0930\u0939\u0924\u093e \u0939\u0948\u0964<br><strong>\u092a\u093e\u0930\u0926\u0930\u094d\u0936\u093f\u0924\u093e <\/strong>:<br>\u0915\u0908 \u092e\u0949\u0921\u0932 (\u091c\u0948\u0938\u0947 \u0921\u0940\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917) &#8220;\u092c\u094d\u0932\u0948\u0915 \u092c\u0949\u0915\u094d\u0938&#8221; \u0939\u094b\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0928\u092e\u0947\u0902 \u0928\u093f\u0930\u094d\u0923\u092f \u0932\u0947\u0928\u0947 \u0915\u0940 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0938\u092e\u091d\u093e\u0928\u093e \u092e\u0941\u0936\u094d\u0915\u093f\u0932 \u0939\u0948\u0964<br><strong>\u0938\u094d\u0915\u0947\u0932\u0947\u092c\u093f\u0932\u093f\u091f\u0940 <\/strong>:<br>\u092c\u0921\u093c\u0947 \u0921\u0947\u091f\u093e\u0938\u0947\u091f\u094d\u0938 \u0915\u094b \u0938\u0902\u092d\u093e\u0932\u0928\u093e \u0914\u0930 \u090f\u092e\u090f\u0932 \u092e\u0949\u0921\u0932 \u0915\u094b \u0915\u0941\u0936\u0932\u0924\u093e\u092a\u0942\u0930\u094d\u0935\u0915 \u0932\u093e\u0917\u0942 \u0915\u0930\u0928\u093e \u0938\u0902\u0938\u093e\u0927\u0928-\u0917\u0939\u0928 \u0939\u094b \u0938\u0915\u0924\u093e \u0939\u0948\u0964<br><strong>\u092a\u0930\u093f\u0935\u0930\u094d\u0924\u0928\u0936\u0940\u0932 \u0921\u0947\u091f\u093e <\/strong>:<br>\u092e\u0949\u0921\u0932 \u0915\u094b \u0921\u093e\u092f\u0928\u093e\u092e\u093f\u0915 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u092e\u0947\u0902 \u0928\u090f \u092a\u0948\u091f\u0930\u094d\u0928 \u0915\u0947 \u0938\u093e\u0925 \u0905\u0928\u0941\u0915\u0942\u0932\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0940 \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0939\u094b\u0924\u0940 \u0939\u0948\u0964<br><strong>\u092a\u094d\u0930\u091a\u093e\u0932\u0928\u093e\u0924\u094d\u092e\u0915 \u0932\u093e\u0917\u0924 <\/strong>:<br>\u092c\u0921\u093c\u0947 \u092e\u0949\u0921\u0932\u094b\u0902 \u0915\u094b \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 \u0926\u0947\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0909\u091a\u094d\u091a \u0915\u092e\u094d\u092a\u094d\u092f\u0942\u091f\u0947\u0936\u0928\u0932 \u0938\u0902\u0938\u093e\u0927\u0928 \u0914\u0930 \u090a\u0930\u094d\u091c\u093e \u0915\u0940 \u0916\u092a\u0924 \u0939\u094b\u0924\u0940 \u0939\u0948\u0964<br><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading has-text-align-center has-background\" style=\"background-color:#0270ba59;padding-top:6px;padding-right:6px;padding-bottom:6px;padding-left:6px\"><strong>\u0939\u093e\u0932\u093f\u092f\u093e \u092d\u093e\u0930\u0924\u0940\u092f \u092a\u0939\u0932<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0924\u093f\u092c\u094d\u092c\u0924\u0940 \u092a\u0920\u093e\u0930 \u092e\u0947\u0902 \u0915\u094d\u0930\u0938\u094d\u091f\u0932 \u092e\u0942\u0935\u092e\u0947\u0902\u091f \u0915\u0940 \u092d\u0935\u093f\u0937\u094d\u092f\u0935\u093e\u0923\u0940 \u0915\u0947 \u0932\u093f\u090f \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917<\/strong><\/li>\n\n\n\n<li><strong>\u0907\u0938\u0930\u094b \u0926\u094d\u0935\u093e\u0930\u093e \u0905\u0902\u0924\u0930\u093f\u0915\u094d\u0937 \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u092e\u0947\u0902 \u090f\u0906\u0908 \u0914\u0930 \u090f\u092e\u090f\u0932 \u0915\u093e \u0909\u092a\u092f\u094b\u0917&nbsp;<\/strong><\/li>\n\n\n\n<li>\u092e\u0941\u0916\u094d\u092f \u0915\u0947\u0902\u0926\u094d\u0930\u093f\u0924 \u0915\u094d\u0937\u0947\u0924\u094d\u0930:\n<ul class=\"wp-block-list\">\n<li>\u092a\u094d\u0930\u0915\u094d\u0937\u0947\u092a\u0923 \u0935\u093e\u0939\u0928, \u0905\u0902\u0924\u0930\u093f\u0915\u094d\u0937 \u092f\u093e\u0928 \u0938\u0902\u091a\u093e\u0932\u0928, \u092c\u093f\u0917 \u0921\u0947\u091f\u093e \u090f\u0928\u093e\u0932\u093f\u091f\u093f\u0915\u094d\u0938, \u0938\u094d\u092a\u0947\u0938 \u0930\u094b\u092c\u094b\u091f\u093f\u0915\u094d\u0938, \u0905\u0902\u0924\u0930\u093f\u0915\u094d\u0937 \u092f\u093e\u0924\u093e\u092f\u093e\u0924 \u092a\u094d\u0930\u092c\u0902\u0927\u0928\u0964<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u090f\u0906\u0908 \u0914\u0930 \u090f\u092e\u090f\u0932-\u0906\u0927\u093e\u0930\u093f\u0924 \u091f\u094d\u0930\u0947\u0921\u092e\u093e\u0930\u094d\u0915 \u0938\u0930\u094d\u091a \u091f\u0947\u0915\u094d\u0928\u094b\u0932\u0949\u091c\u0940 \u0914\u0930 \u0906\u0908\u092a\u0940 \u0938\u093e\u0930\u0925\u0940 \u091a\u0948\u091f\u092c\u0949\u091f \u0915\u093e \u0936\u0941\u092d\u093e\u0930\u0902\u092d:<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>\u091f\u0947\u0915\u094d\u0928\u094b\u0932\u0949\u091c\u0940<\/strong> :&nbsp; \u091f\u094d\u0930\u0947\u0921\u092e\u093e\u0930\u094d\u0915 \u0906\u0935\u0947\u0926\u0928 \u0915\u0940 \u0938\u091f\u0940\u0915\u0924\u093e \u092e\u0947\u0902 \u0938\u0941\u0927\u093e\u0930 \u0914\u0930 \u0935\u093f\u0935\u093e\u0926\u094b\u0902 \u0915\u094b \u0939\u0932 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u092a\u0947\u091f\u0947\u0902\u091f \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u094b \u0924\u0947\u091c \u0914\u0930 \u092c\u0947\u0939\u0924\u0930 \u092c\u0928\u093e\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u0906\u0908\u092a\u0940 \u0938\u093e\u0930\u0925\u0940 \u091a\u0948\u091f\u092c\u0949\u091f <\/strong>: \u092f\u0939 \u0921\u093f\u091c\u093f\u091f\u0932 \u0938\u0939\u093e\u092f\u0915 \u0939\u0948 \u091c\u094b \u092c\u094c\u0926\u094d\u0927\u093f\u0915 \u0938\u0902\u092a\u0926\u093e (IP) \u092a\u0902\u091c\u0940\u0915\u0930\u0923 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u0947 \u091c\u093c\u0930\u093f\u090f&nbsp; \u0924\u094d\u0935\u0930\u093f\u0924 \u092e\u093e\u0930\u094d\u0917\u0926\u0930\u094d\u0936\u0928 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/li>\n\n\n\n<li><strong>\u0938\u0930\u0915\u093e\u0930 \u0915\u093e \u0935\u093f\u091c\u093c\u0928 <\/strong>: \u092a\u094d\u0930\u0927\u093e\u0928\u092e\u0902\u0924\u094d\u0930\u0940 \u092e\u094b\u0926\u0940 \u0915\u0947 &#8220;\u0907\u0902\u091f\u0947\u0932\u093f\u091c\u0947\u0902\u0938, \u0906\u0907\u0921\u093f\u092f\u093e, \u0914\u0930 \u0907\u0928\u094b\u0935\u0947\u0936\u0928&#8221; \u0915\u0947 \u0935\u093f\u091c\u093c\u0928 \u0915\u0947 \u0905\u0928\u0941\u0930\u0942\u092a, \u0938\u0930\u0915\u093e\u0930 2047 \u0924\u0915 \u092d\u093e\u0930\u0924 \u0915\u094b \u0935\u093f\u0915\u0938\u093f\u0924 \u0930\u093e\u0937\u094d\u091f\u094d\u0930 \u092c\u0928\u093e\u0928\u0947 \u0915\u0940 \u092f\u094b\u091c\u0928\u093e \u092c\u0928\u093e \u0930\u0939\u0940 \u0939\u0948\u0964 \u090f\u0906\u0908 (AI) \u0915\u094b \u0907\u0938 \u092a\u094d\u0930\u0917\u0924\u093f \u0915\u093e \u090f\u0915 \u092e\u0941\u0916\u094d\u092f \u0909\u092a\u0915\u0930\u0923 \u092e\u093e\u0928\u093e \u0917\u092f\u093e \u0939\u0948\u0964<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u0928\u0935\u0940\u0915\u0930\u0923\u0940\u092f \u090a\u0930\u094d\u091c\u093e \u0926\u0915\u094d\u0937\u0924\u093e \u0909\u092a\u0915\u0930\u0923 :<\/strong> IIT \u092e\u0926\u094d\u0930\u093e\u0938 \u0915\u0947 \u0936\u094b\u0927\u0915\u0930\u094d\u0924\u093e\u0913\u0902 \u0928\u0947 \u090f\u0915 \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u091f\u0942\u0932 \u0935\u093f\u0915\u0938\u093f\u0924 \u0915\u093f\u092f\u093e \u0939\u0948 \u091c\u094b \u0938\u094c\u0930 \u092a\u0948\u0928\u0932\u094b\u0902 \u0915\u0947 \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u0928 \u0915\u0940 \u092d\u0935\u093f\u0937\u094d\u092f\u0935\u093e\u0923\u0940 \u0915\u0930\u0924\u093e \u0939\u0948<\/li>\n\n\n\n<li><strong>\u0909\u0926\u094d\u0926\u0947\u0936\u094d\u092f: <\/strong>\u0928\u0935\u0940\u0915\u0930\u0923\u0940\u092f \u090a\u0930\u094d\u091c\u093e \u0915\u0940 \u0926\u0915\u094d\u0937\u0924\u093e \u092e\u0947\u0902 \u0938\u0941\u0927\u093e\u0930 \u0915\u0930\u0928\u093e\u0964<\/li>\n<\/ul>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>\u0938\u0942\u091a\u0928\u093e \u0914\u0930 \u0938\u0902\u091a\u093e\u0930 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940 \u092e\u0947\u0902 \u0939\u093e\u0932\u093f\u092f\u093e \u0935\u093f\u0915\u093e\u0938 \/ \u0938\u0942\u091a\u0928\u093e \u0914\u0930 \u0938\u0902\u091a\u093e\u0930 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940 \u092e\u0947\u0902 \u0939\u093e\u0932\u093f\u092f\u093e \u0935\u093f\u0915\u093e\u0938\/ \u0938\u0942\u091a\u0928\u093e \u0914\u0930 \u0938\u0902\u091a\u093e\u0930 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940 \u092e\u0947\u0902 \u0939\u093e\u0932\u093f\u092f\u093e \u0935\u093f\u0915\u093e\u0938\/ \u0938\u0942\u091a\u0928\u093e \u0914\u0930 \u0938\u0902\u091a\u093e\u0930 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940 \u092e\u0947\u0902 \u0939\u093e\u0932\u093f\u092f\u093e \u0935\u093f\u0915\u093e\u0938\/ \u0938\u0942\u091a\u0928\u093e \u0914\u0930 \u0938\u0902\u091a\u093e\u0930 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940 \u092e\u0947\u0902 \u0939\u093e\u0932\u093f\u092f\u093e \u0935\u093f\u0915\u093e\u0938<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0938\u0942\u091a\u0928\u093e \u0914\u0930 \u0938\u0902\u091a\u093e\u0930 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940 \u092e\u0947\u0902 \u0939\u093e\u0932\u093f\u092f\u093e \u0935\u093f\u0915\u093e\u0938 : \u0906\u091c \u0915\u0947 \u092f\u0941\u0917 \u092e\u0947\u0902 \u0938\u0942\u091a\u0928\u093e \u0914\u0930 \u0938\u0902\u091a\u093e\u0930 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940 \u092e\u0947\u0902 \u0939\u094b \u0930\u0939\u0947 \u0924\u0940\u0935\u094d\u0930 \u0935\u093f\u0915\u093e\u0938 \u0928\u0947 \u0939\u092e\u093e\u0930\u0947 \u0915\u093e\u0930\u094d\u092f \u0915\u0930\u0928\u0947 \u0915\u0947 \u0922\u0902\u0917 \u0915\u094b \u092a\u0942\u0930\u0940 \u0924\u0930\u0939 \u092c\u0926\u0932 \u0926\u093f\u092f\u093e \u0939\u0948\u0964 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940 \u0915\u0947 \u0915\u094d\u0937\u0947\u0924\u094d\u0930 \u092e\u0947\u0902 \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u090f\u0915 \u0910\u0938\u0940 \u0924\u0915\u0928\u0940\u0915 \u092c\u0928\u0915\u0930 \u0909\u092d\u0930\u0940 \u0939\u0948, \u091c\u094b \u0915\u0902\u092a\u094d\u092f\u0942\u091f\u0930 \u0915\u094b \u0905\u0928\u0941\u092d\u0935 \u0914\u0930 \u0921\u093e\u091f\u093e \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u0938\u094d\u0935\u092f\u0902 [&hellip;]<\/p>\n","protected":false},"author":12,"featured_media":0,"parent":70889,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"site-sidebar-layout":"right-sidebar","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"class_list":["post-140613","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.8 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u0938\u0942\u091a\u0928\u093e \u0914\u0930 \u0938\u0902\u091a\u093e\u0930 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940 \u092e\u0947\u0902 \u0939\u093e\u0932\u093f\u092f\u093e \u0935\u093f\u0915\u093e\u0938 - Connect Civils<\/title>\n<meta name=\"description\" content=\"\u0938\u0942\u091a\u0928\u093e \u0914\u0930 \u0938\u0902\u091a\u093e\u0930 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940 \u092e\u0947\u0902 \u0939\u093e\u0932\u093f\u092f\u093e \u0935\u093f\u0915\u093e\u0938, \u0921\u0940\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0914\u0930 \u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915\u094d\u0938, \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 : \u092a\u0930\u094d\u092f\u0935\u0947\u0915\u094d\u0937\u093f\u0924, \u0905\u092a\u0930\u094d\u092f\u0935\u0947\u0915\u094d\u0937\u093f\u0924, \u0938\u0941\u0926\u0943\u0922\u0940\u0915\u0930\u0923\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/rajras.in\/hi\/ras\/mains\/paper-2\/science-tech\/recent-developments-in-information-and-communication-technology\/\" \/>\n<meta property=\"og:locale\" content=\"hi_IN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u0938\u0942\u091a\u0928\u093e \u0914\u0930 \u0938\u0902\u091a\u093e\u0930 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940 \u092e\u0947\u0902 \u0939\u093e\u0932\u093f\u092f\u093e \u0935\u093f\u0915\u093e\u0938 - Connect Civils\" \/>\n<meta property=\"og:description\" content=\"\u0938\u0942\u091a\u0928\u093e \u0914\u0930 \u0938\u0902\u091a\u093e\u0930 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940 \u092e\u0947\u0902 \u0939\u093e\u0932\u093f\u092f\u093e 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