{"id":136348,"date":"2024-10-09T13:06:19","date_gmt":"2024-10-09T07:36:19","guid":{"rendered":"https:\/\/pwonlyias.com\/stage\/?post_type=mains-answer-writing&#038;p=136348"},"modified":"2024-10-10T18:54:33","modified_gmt":"2024-10-10T13:24:33","slug":"artificial-neural-networks-in-ai","status":"publish","type":"mains-answer-writing","link":"https:\/\/pwonlyias.com\/stage\/mains-answer-writing\/artificial-neural-networks-in-ai","title":{"rendered":"What are artificial neural networks (ANNs) in AI? Explain how they work and mention some of their practical uses. in hindi"},"content":{"rendered":"<table style=\"width: 100.13%;\">\n<tbody>\n<tr>\n<td style=\"width: 100%;\"><b>\u092a\u094d\u0930\u0936\u094d\u0928 \u0915\u0940 \u092e\u0941\u0916\u094d\u092f \u092e\u093e\u0901\u0917<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0906\u0930\u094d\u091f\u093f\u092b\u093f\u0936\u093f\u092f\u0932 \u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u0915\u0940 \u0935\u094d\u092f\u093e\u0916\u094d\u092f\u093e \u0915\u0940\u091c\u093f\u090f\u0964<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">AI \u092e\u0947\u0902 \u0906\u0930\u094d\u091f\u093f\u092b\u093f\u0936\u093f\u092f\u0932 \u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915\u00a0 \u0915\u0940 \u0915\u093e\u0930\u094d\u092f \u092a\u094d\u0930\u0923\u093e\u0932\u0940 \u0915\u0940 \u0935\u094d\u092f\u093e\u0916\u094d\u092f\u093e \u0915\u0940\u091c\u093f\u090f\u0964<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0906\u0930\u094d\u091f\u093f\u092b\u093f\u0936\u093f\u092f\u0932 \u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915\u00a0 \u0915\u0947 \u0935\u094d\u092f\u093e\u0935\u0939\u093e\u0930\u093f\u0915 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902 \u092a\u0930 \u091a\u0930\u094d\u091a\u093e \u0915\u0940\u091c\u093f\u090f\u0964<\/span><\/li>\n<\/ul>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u00a0<\/p>\n<p><b style=\"background-color: var(--global--color-background); color: var(--global--color-primary); font-family: var(--global--font-secondary); font-size: var(--global--font-size-base);\">\u0909\u0924\u094d\u0924\u0930:<\/b><\/p>\n<p><b>\u0906\u0930\u094d\u091f\u093f\u092b\u093f\u0936\u093f\u092f\u0932 \u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 (ANNs), \u0906\u0930\u094d\u091f\u093f\u092b\u093f\u0936\u093f\u092f\u0932 \u0907\u0902\u091f\u0947\u0932\u093f\u091c\u0947\u0902\u0938 (AI) <\/b><span style=\"font-weight: 400;\">\u0915\u093e \u090f\u0915 \u092e\u0941\u0916\u094d\u092f \u0918\u091f\u0915 \u0914\u0930 <\/span><span style=\"font-weight: 400;\">\u090f\u0915 \u0915\u092e\u094d\u092a\u094d\u092f\u0942\u091f\u0947\u0936\u0928\u0932 \u092e\u0949\u0921\u0932 \u0939\u0948, \u091c\u094b \u092e\u093e\u0928\u0935 \u092e\u0938\u094d\u0924\u093f\u0937\u094d\u0915 \u092e\u0947\u0902 \u0909\u092a\u0938\u094d\u0925\u093f\u0924 \u0924\u0902\u0924\u094d\u0930\u093f\u0915\u093e \u0915\u094b\u0936\u093f\u0915\u093e\u0913\u0902 \u0915\u0947 \u0938\u092e\u093e\u0928 \u0915\u093e\u0930\u094d\u092f \u0915\u0930\u0924\u093e \u0939\u0948\u0964 \u0907\u0938\u0947 \u092e\u093e\u0928\u0935 \u092e\u0938\u094d\u0924\u093f\u0937\u094d\u0915 \u0915\u0947 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0914\u0930 \u0938\u0942\u091a\u0928\u093e\u0913\u0902 \u0915\u094b \u0938\u0902\u0938\u093e\u0927\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0924\u0930\u0940\u0915\u094b\u0902 \u0915\u093e \u0905\u0928\u0941\u0915\u0930\u0923 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u092f\u0947 \u0935\u093f\u0915\u0938\u093f\u0924 \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u0939\u0948\u0964<\/span> <b>\u092a\u0930\u0938\u094d\u092a\u0930 \u0938\u0902\u092c\u0926\u094d\u0927 \u0928\u094d\u092f\u0942\u0930\u0949\u0928\u094d\u0938 <\/b><span style=\"font-weight: 400;\">\u0915\u0940 \u092a\u0930\u0924\u094b\u0902 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947, AANs \u092d\u093e\u0930\u0940 \u092e\u093e\u0924\u094d\u0930\u093e \u092e\u0947\u0902 \u092b\u0940\u0921 \u0915\u093f\u090f \u0917\u090f \u0921\u0947\u091f\u093e \u0938\u0947 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923 \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902,<\/span><b>\u00a0 \u091c\u091f\u093f\u0932 \u092a\u0948\u091f\u0930\u094d\u0928 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 <\/b><span style=\"font-weight: 400;\">\u0914\u0930 \u0938\u094d\u0935\u092f\u0902 <\/span><b>\u0928\u093f\u0930\u094d\u0923\u092f \u0932\u0947 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u092f\u0939 \u092e\u0936\u0940\u0928 \u0932\u0930\u094d\u0928\u093f\u0902\u0917 <\/b><span style=\"font-weight: 400;\">\u091c\u0948\u0938\u0947 \u0915\u094d\u0937\u0947\u0924\u094d\u0930\u094b\u0902 \u092e\u0947\u0902 \u092e\u0939\u0924\u094d\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u092d\u0942\u092e\u093f\u0915\u093e \u0928\u093f\u092d\u093e\u0924\u0947 \u0939\u0948\u0902, \u091c\u0939\u093e\u0901 \u0907\u0928\u094d\u0939\u0947\u0902 <\/span><b>\u0907\u092e\u0947\u091c \u0930\u093f\u0915\u0917\u094d\u0928\u093f\u0936\u0928 (Image recognition)<\/b><span style=\"font-weight: 400;\">, <\/span><b>\u0928\u0947\u091a\u0941\u0930\u0932 \u0932\u0948\u0902\u0917\u094d\u0935\u0947\u091c \u092a\u094d\u0930\u094b\u0938\u0947\u0938\u093f\u0902\u0917\u00a0 (Natural Language Processing) <\/b><span style=\"font-weight: 400;\">\u0914\u0930 <\/span><b>\u092a\u0942\u0930\u094d\u0935\u093e\u0928\u0941\u092e\u093e\u0928 \u092a\u0930 \u0906\u0927\u093e\u0930\u093f\u0924 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 (Predictive Analytics) <\/b><span style=\"font-weight: 400;\">\u091c\u0948\u0938\u0947 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u092e\u0947\u0902 \u092a\u094d\u0930\u092f\u0941\u0915\u094d\u0924 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948, \u091c\u093f\u0938\u0938\u0947 \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u0909\u0926\u094d\u092f\u094b\u0917\u094b\u0902 \u092e\u0947\u0902 \u0906\u092e\u0942\u0932-\u091a\u0942\u0932 \u092a\u0930\u093f\u0935\u0930\u094d\u0924\u0928 \u0939\u094b\u0924\u093e \u0939\u0948\u0964<\/span><\/p>\n<p style=\"text-align: center;\"><span class=\"vc_button\"><a href=\"https:\/\/www.pw.live\/batches\/upsc?utm_source=seo+upsc+batch&#038;utm_medium=seo+upsc&#038;utm_campaign=seo&#038;utm_id=upsc\" target=\"_blank\" rel=\"noopener\">Enroll now for UPSC Online Course<\/a><\/span><\/p>\n<h2><span style=\"font-size: 18pt;\"><b>AI \u092e\u0947\u0902 \u0906\u0930\u094d\u091f\u093f\u092b\u093f\u0936\u093f\u092f\u0932 \u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 <\/b><span style=\"font-weight: 400;\">(<\/span><b>AAN) \u0915\u0940 \u092d\u0942\u092e\u093f\u0915\u093e<\/b><\/span><\/h2>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u091c\u0948\u0935\u093f\u0915 \u0928\u094d\u092f\u0942\u0930\u0949\u0928\u094d\u0938 \u0915\u0940 \u092a\u094d\u0930\u0924\u093f\u0915\u0943\u0924\u093f: ANN \u091c\u0948\u0935\u093f\u0915 \u0928\u094d\u092f\u0942\u0930\u0949\u0928\u094d\u0938 <\/b><span style=\"font-weight: 400;\">\u0915\u0947 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u0914\u0930 \u0938\u0902\u0930\u091a\u0928\u093e \u092a\u0930 \u0906\u0927\u093e\u0930\u093f\u0924 \u0939\u0948\u0902, \u091c\u093f\u0938\u092e\u0947\u0902 \u0915\u0908 \u0932\u0947\u092f\u0930\u094d\u0938 \u092e\u0947\u0902 \u0938\u0942\u091a\u0928\u093e \u0915\u094b \u0938\u0902\u0938\u093e\u0927\u093f\u0924 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0964 \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 <\/span><b>\u0928\u094d\u092f\u0942\u0930\u0949\u0928 \u0907\u0928\u092a\u0941\u091f <\/b><span style=\"font-weight: 400;\">\u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0915\u0930\u0924\u093e \u0939\u0948 \u0914\u0930 \u0905\u0917\u0932\u0947 \u0928\u094d\u092f\u0942\u0930\u0949\u0928 \u0915\u094b \u0921\u0947\u091f\u093e \u0938\u094d\u0925\u093e\u0928\u093e\u0902\u0924\u0930\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948\u0964\u00a0<\/span>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><b>\u0909\u0926\u093e\u0939\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f: \u0907\u092e\u0947\u091c \u0915\u0947 \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 <\/b><span style=\"font-weight: 400;\">\u092e\u0947\u0902, ANNs \u0915\u093e\u0930\u094b\u0902 \u092f\u093e \u092a\u0936\u0941\u0913\u0902 \u0915\u0940 \u0907\u092e\u0947\u091c \u0915\u094b \u092a\u0939\u091a\u093e\u0928\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0907\u092e\u0947\u091c \u0915\u0947 \u092a\u093f\u0915\u094d\u0938\u0947\u0932 \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964<\/span><\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0938\u0902\u0938\u094d\u0924\u0930\u093f\u0924<\/b> <b>\u0938\u0902\u0930\u091a\u0928\u093e: <\/b><span style=\"font-weight: 400;\">ANN \u092e\u0947\u0902 <\/span><b>\u0924\u0940\u0928 <\/b><span style=\"font-weight: 400;\">\u092e\u0941\u0916\u094d\u092f \u092a\u0930\u0924 \u0939\u094b\u0924\u0940 \u0939\u0948: <\/span><b>\u0907\u0928\u092a\u0941\u091f <\/b><span style=\"font-weight: 400;\">, <\/span><b>\u0939\u093f\u0921\u0947\u0928 <\/b><span style=\"font-weight: 400;\">\u0914\u0930 <\/span><b>\u0906\u0909\u091f\u092a\u0941\u091f \u0932\u0947\u092f\u0930\u094d\u0938<\/b><span style=\"font-weight: 400;\">\u0964 \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u092a\u0930\u0924, \u0905\u0902\u0924\u093f\u092e \u0928\u093f\u0930\u094d\u0923\u092f \u092f\u093e \u0906\u0909\u091f\u092a\u0941\u091f \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0921\u0947\u091f\u093e \u0915\u094b \u092a\u0930\u093f\u0937\u094d\u0915\u0943\u0924 \u0915\u0930\u0924\u0940 \u0939\u0948\u0964<\/span>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><b>\u0909\u0926\u093e\u0939\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f:<\/b><span style=\"font-weight: 400;\"> \u0906\u0935\u093e\u091c \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0915\u0930\u0928\u0947<\/span> <span style=\"font-weight: 400;\">\u092e\u0947\u0902, \u0907\u0928\u092a\u0941\u091f \u0932\u0947\u092f\u0930 \u0927\u094d\u0935\u0928\u093f \u0924\u0930\u0902\u0917\u094b\u0902 \u0915\u094b \u0938\u0902\u0938\u093e\u0927\u093f\u0924 \u0915\u0930\u0924\u0940 \u0939\u0948, \u0914\u0930 \u0939\u093f\u0921\u0947\u0928 \u0932\u0947\u092f\u0930\u094d\u0938 \u092a\u0948\u091f\u0930\u094d\u0928 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0915\u0930\u0915\u0947 \u0909\u0928\u094d\u0939\u0947\u0902 \u091f\u0947\u0915\u094d\u0938\u094d\u091f (Text)\u00a0 \u092e\u0947\u0902 \u092a\u0930\u093f\u0935\u0930\u094d\u0924\u093f\u0924 \u0915\u0930\u0924\u0940 \u0939\u0948\u0964<\/span><\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0905\u0927\u093f\u0917\u092e \u0914\u0930 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923: <\/b><span style=\"font-weight: 400;\">ANNs \u0905\u0928\u0941\u092e\u093e\u0928\u093f\u0924 \u0906\u0909\u091f\u092a\u0941\u091f \u0914\u0930 \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u092a\u0930\u093f\u0923\u093e\u092e \u0915\u0947 \u092c\u0940\u091a <\/span><b>\u0924\u094d\u0930\u0941\u091f\u093f <\/b><span style=\"font-weight: 400;\">\u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u0928\u094d\u092f\u0942\u0930\u0949\u0928\u094d\u0938 \u0915\u0947 \u0935\u0947\u091f<\/span><b> (weights)\u00a0 \u0915\u094b \u0938\u092e\u093e\u092f\u094b\u091c\u093f\u0924 \u0915\u0930\u0915\u0947 \u0938\u0940\u0916\u0924\u0947 \u0939\u0948\u0902, \u0907\u0938 \u092a\u094d\u0930\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u094b \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0923<\/b> <b>\u0915\u0947 \u0930\u0942\u092a \u092e\u0947\u0902 \u091c\u093e\u0928\u093e \u091c\u093e\u0924\u093e \u0939\u0948 <\/b><span style=\"font-weight: 400;\">\u0964\u00a0<\/span>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><b>\u0909\u0926\u093e\u0939\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f:<\/b> <b>\u0938\u094d\u0935\u091a\u093e\u0932\u093f\u0924 \u0915\u093e\u0930\u0947\u0902, <\/b><span style=\"font-weight: 400;\">\u0938\u0921\u093c\u0915\u094b\u0902<\/span> <span style=\"font-weight: 400;\">\u0938\u0947 \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0921\u0947\u091f\u093e \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 \u0905\u092a\u0928\u0947 \u092e\u0949\u0921\u0932 \u092e\u0947\u0902 \u092c\u093e\u0930-\u092c\u093e\u0930 \u0938\u0941\u0927\u093e\u0930 \u0915\u0930\u0915\u0947\u00a0 <\/span><b>\u092a\u0948\u0926\u0932 \u091a\u0932\u0928\u0947 \u0935\u093e\u0932\u094b\u0902 \u0915\u094b <\/b><span style=\"font-weight: 400;\">\u092a\u0939\u091a\u093e\u0928\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f ANNs \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u0940 \u0939\u0948\u0902\u0964<\/span><\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u091c\u091f\u093f\u0932 \u0906\u0901\u0915\u095c\u094b\u0902 \u0915\u093e \u092a\u094d\u0930\u0938\u0902\u0938\u094d\u0915\u0930\u0923<\/b> <b>:<\/b><span style=\"font-weight: 400;\">\u00a0 ANNs \u0917\u0948\u0930-\u0930\u0947\u0916\u0940\u092f \u0938\u092e\u0938\u094d\u092f\u093e\u0913\u0902 \u0915\u094b \u0938\u0902\u0938\u093e\u0927\u093f\u0924 \u0914\u0930 \u0939\u0932 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u0935\u0947 \u091c\u091f\u093f\u0932 \u0914\u0930 \u0905\u0938\u0902\u0930\u091a\u093f\u0924 \u0921\u0947\u091f\u093e \u0935\u093e\u0932\u0947 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u0906\u0926\u0930\u094d\u0936 \u092c\u0928 \u091c\u093e\u0924\u0947 \u0939\u0948\u0902\u0964<\/span>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><b>\u0909\u0926\u093e\u0939\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f: ANN \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u092e\u094c\u0938\u092e \u092a\u0942\u0930\u094d\u0935\u093e\u0928\u0941\u092e\u093e\u0928 <\/b><span style=\"font-weight: 400;\">\u092e\u0947\u0902 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948 , \u091c\u0939\u093e\u0901 <\/span><b>\u092e\u094c\u0938\u092e \u0915\u0940 \u0938\u094d\u0925\u093f\u0924\u093f \u0915\u093e <\/b><span style=\"font-weight: 400;\">\u0905\u0928\u0941\u092e\u093e\u0928 \u0932\u0917\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0915\u0908 \u0917\u0924\u094d\u092f\u093e\u0924\u094d\u092e\u0915 \u091a\u0930\u094b\u0902 (dynamic variables) \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948 \u0964<\/span><\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0938\u092e\u092f \u0915\u0947 \u0938\u093e\u0925 \u0938\u0941\u0927\u093e\u0930: <\/b><span style=\"font-weight: 400;\">\u091c\u0948\u0938\u0947-\u091c\u0948\u0938\u0947 ANNs \u0915\u094b \u0905\u0927\u093f\u0915 \u0921\u093e\u091f\u093e \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0939\u094b \u0930\u0939\u093e \u0939\u0948, \u0935\u0947\u00a0 \u0928\u093f\u0930\u0902\u0924\u0930 \u0905\u092a\u0928\u0940 \u0938\u091f\u0940\u0915\u0924\u093e \u092e\u0947\u0902 \u0938\u0941\u0927\u093e\u0930 \u0915\u0930 \u0930\u0939\u0947 \u0939\u0948\u0902 \u0914\u0930 \u0935\u0930\u094d\u0917\u0940\u0915\u0930\u0923 \u090f\u0935\u0902 \u092a\u0942\u0930\u094d\u0935\u093e\u0928\u0941\u092e\u093e\u0928 \u0938\u0902\u092c\u0902\u0927\u0940 \u0915\u093e\u0930\u094d\u092f\u094b\u0902 \u092e\u0947\u0902 \u0905\u0927\u093f\u0915 \u0915\u0941\u0936\u0932 \u092c\u0928\u0924\u0947 \u091c\u093e \u0930\u0939\u0947 \u0939\u0948\u0902 \u0964\u00a0<\/span>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><b>\u0909\u0926\u093e\u0939\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f: \u0938\u094d\u092a\u0948\u092e \u095e\u093f\u0932\u094d\u091f\u0930 <\/b><span style=\"font-weight: 400;\">\u092e\u0947\u0902\u00a0 ANNs, \u0908\u092e\u0947\u0932 \u0921\u0947\u091f\u093e \u092e\u0947\u0902 \u092a\u0948\u091f\u0930\u094d\u0928 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902 \u091c\u093f\u0938\u0938\u0947 \u0915\u093f <\/span><b>\u0935\u0948\u0927 \u0908\u092e\u0947\u0932 <\/b><span style=\"font-weight: 400;\">\u0914\u0930 <\/span><b>\u0938\u094d\u092a\u0948\u092e <\/b><span style=\"font-weight: 400;\">\u0915\u0947 \u092c\u0940\u091a \u0905\u0927\u093f\u0915 \u0938\u091f\u0940\u0915\u0924\u093e \u0938\u0947 \u0905\u0902\u0924\u0930 \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0947 \u0964<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2><span style=\"font-size: 18pt;\"><b>AI \u092e\u0947\u0902 \u0906\u0930\u094d\u091f\u093f\u092b\u093f\u0936\u093f\u092f\u0932 \u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915<\/b><span style=\"font-weight: 400;\">\u00a0 (<\/span><b>AAN)\u00a0 \u0915\u0940 \u0915\u093e\u0930\u094d\u092f \u092a\u094d\u0930\u0923\u093e\u0932\u0940<\/b><\/span><\/h2>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0907\u0928\u092a\u0941\u091f \u0914\u0930 \u0935\u0947\u091f \u0905\u0938\u093e\u0907\u0928\u092e\u0947\u0902\u091f: <\/b><span style=\"font-weight: 400;\">ANN <\/span><b>\u0907\u0928\u092a\u0941\u091f \u0921\u0947\u091f\u093e <\/b><span style=\"font-weight: 400;\">(\u091c\u0948\u0938\u0947 \u0907\u092e\u0947\u091c \u092f\u093e \u091f\u0947\u0915\u094d\u0938\u094d\u091f) \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0915\u0930\u0915\u0947 \u0915\u093e\u0930\u094d\u092f \u0936\u0941\u0930\u0942 \u0915\u0930\u0924\u093e \u0939\u0948 \u0914\u0930 \u0915\u093e\u0930\u094d\u092f \u0915\u0947 \u0932\u093f\u090f \u0907\u0928\u092a\u0941\u091f \u0921\u0947\u091f\u093e \u0915\u0947\u00a0 \u092e\u0939\u0924\u094d\u0924\u094d\u0935 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u0907\u0928\u092a\u0941\u091f \u0915\u094b <\/span><b>\u0935\u0947\u091f \u0905\u0938\u093e\u0907\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964\u00a0<\/b>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><b>\u0909\u0926\u093e\u0939\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f: <\/b><span style=\"font-weight: 400;\">\u092b\u0947\u0936\u093f\u092f\u0932 \u0930\u093f\u0915\u0949\u0917\u094d\u0928\u093f\u0936\u0928<\/span><b> (Facial Recognition) <\/b><span style=\"font-weight: 400;\">\u092e\u0947\u0902 , \u090f\u0915 \u0907\u092e\u0947\u091c \u0915\u093e \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 <\/span><b>\u092a\u093f\u0915\u094d\u0938\u0947\u0932 <\/b><span style=\"font-weight: 400;\">\u0907\u0928\u092a\u0941\u091f \u0915\u0947 \u0930\u0942\u092a \u092e\u0947\u0902 \u0915\u093e\u0930\u094d\u092f \u0915\u0930\u0924\u093e \u0939\u0948, \u0914\u0930 ANN <\/span><b>\u0906\u0901\u0916\u094b\u0902 <\/b><span style=\"font-weight: 400;\">\u092f\u093e <\/span><b>\u0928\u093e\u0915 <\/b><span style=\"font-weight: 400;\">\u091c\u0948\u0938\u0940 \u0935\u093f\u0936\u0947\u0937\u0924\u093e\u0913\u0902 \u0915\u094b \u0905\u0932\u0917-\u0905\u0932\u0917 <\/span><b>\u0935\u0947\u091f <\/b><span style=\"font-weight: 400;\">\u0905\u0938\u093e\u0907\u0928 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/span><\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0910\u0915\u094d\u091f\u093f\u0935\u0947\u0936\u0928 \u092b\u0902\u0915\u094d\u0936\u0902\u0938 (Activation Functions): \u092f\u0947 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u0928\u0949\u0928-\u0932\u0940\u0928\u093f\u092f\u0930\u094d\u091f\u0940 (Non-linearity) <\/b><span style=\"font-weight: 400;\">\u092a\u094d\u0930\u0938\u094d\u0924\u0941\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f <\/span><b>ReLU <\/b><span style=\"font-weight: 400;\">\u092f\u093e <\/span><b>Sigmoid <\/b><span style=\"font-weight: 400;\">\u091c\u0948\u0938\u0947 \u0910\u0915\u094d\u091f\u093f\u0935\u0947\u0936\u0928 \u092b\u0902\u0915\u094d\u0936\u0902\u0938\u00a0 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 ANN \u0905\u0927\u093f\u0915 \u091c\u091f\u093f\u0932 \u0921\u0947\u091f\u093e \u0938\u0902\u092c\u0902\u0927\u094b\u0902 \u0915\u094b \u0928\u093f\u0930\u094d\u092e\u093f\u0924 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u0938\u0915\u094d\u0937\u092e \u0939\u094b \u092a\u093e\u0924\u0947 \u0939\u0948\u0902\u0964\u00a0<\/span>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><b>\u0909\u0926\u093e\u0939\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f: \u0935\u0949\u092f\u0938 \u0930\u093f\u0915\u0917\u094d\u0928\u093f\u0936\u0928<\/b> <b>\u092a\u094d\u0930\u0923\u093e\u0932\u093f\u092f\u094b\u0902 <\/b><span style=\"font-weight: 400;\">\u092e\u0947\u0902 , \u0910\u0915\u094d\u091f\u093f\u0935\u0947\u0936\u0928 \u092b\u0902\u0915\u094d\u0936\u0902\u0938 \u0935\u0949\u092f\u0938 <\/span><b>\u00a0<\/b><span style=\"font-weight: 400;\">\u0915\u0947 \u0905\u0932\u0917-\u0905\u0932\u0917 \u0930\u0942\u092a \u0914\u0930 \u0909\u0928\u0915\u0940 \u092c\u093e\u0930\u0940\u0915\u093f\u092f\u094b\u0902 \u0915\u094b<\/span> <span style=\"font-weight: 400;\">\u0938\u092e\u091d\u0928\u0947 \u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902 \u0964<\/span><\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u092b\u0949\u0930\u0935\u0930\u094d\u0921 \u092a\u094d\u0930\u094b\u092a\u0947\u0917\u0947\u0936\u0928: <\/b><span style=\"font-weight: 400;\">\u092b\u0949\u0930\u0935\u0930\u094d\u0921 \u092a\u094d\u0930\u094b\u092a\u0947\u0917\u0947\u0936\u0928 \u0915\u0947 \u0926\u094c\u0930\u093e\u0928 , \u0907\u0928\u092a\u0941\u091f \u0921\u0947\u091f\u093e\u00a0 \u0939\u093f\u0921\u0928 \u0932\u0947\u092f\u0930\u094d\u0938 \u0938\u0947 \u0917\u0941\u091c\u0930\u0924\u093e \u0939\u0948, \u0914\u0930 \u090f\u0915 \u0906\u0909\u091f\u092a\u0941\u091f \u0909\u0924\u094d\u092a\u0928\u094d\u0928 \u0915\u0930\u0924\u093e \u0939\u0948 \u091c\u093f\u0938\u0915\u0940 \u0924\u0941\u0932\u0928\u093e \u0924\u094d\u0930\u0941\u091f\u093f \u0915\u0940 \u0917\u0923\u0928\u093e \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0905\u092a\u0947\u0915\u094d\u0937\u093f\u0924 \u0906\u0909\u091f\u092a\u0941\u091f \u0938\u0947 \u0915\u0940 \u091c\u093e\u0924\u0940 \u0939\u0948 \u0964\u00a0<\/span>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><b>\u0909\u0926\u093e\u0939\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f: \u0915\u0948\u0902\u0938\u0930 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u0947 \u0935\u093e\u0932\u0940 \u092a\u094d\u0930\u0923\u093e\u0932\u0940 <\/b><span style=\"font-weight: 400;\">\u092e\u0947\u0902, ANN \u0938\u0902\u092c\u0902\u0927\u093f\u0924 \u092e\u093e\u0928\u0935 \u0905\u0902\u0917\u094b\u0902 \u0915\u0940 \u0907\u092e\u0947\u091c \u0915\u093e \u0905\u0927\u094d\u092f\u092f\u0928 \u0915\u0930\u0915\u0947 \u0907\u0938\u0915\u0940 \u0924\u0941\u0932\u0928\u093e \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 \u091a\u093f\u0915\u093f\u0924\u094d\u0938\u093e \u0930\u093f\u092a\u094b\u0930\u094d\u091f\u094b\u0902 \u0938\u0947 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/span><\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0924\u094d\u0930\u0941\u091f\u093f \u0915\u0940 \u0917\u0923\u0928\u093e:<\/b><span style=\"font-weight: 400;\"> \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\u0940 <\/span><b>\u0924\u094d\u0930\u0941\u091f\u093f \u0915\u093e \u0909\u092a\u092f\u094b\u0917, \u0935\u0947\u091f \u0915\u094b \u0938\u092e\u093e\u092f\u094b\u091c\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948<\/b><span style=\"font-weight: 400;\"> \u091c\u093f\u0938\u0938\u0947 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u092e\u0947\u0902 \u0938\u0941\u0927\u093e\u0930 \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0939\u094b\u0924\u093e \u0939\u0948\u0964<\/span>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><b>\u0909\u0926\u093e\u0939\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f: \u0935\u093f\u0924\u094d\u0924\u0940\u092f \u092a\u0942\u0930\u094d\u0935\u093e\u0928\u0941\u092e\u093e\u0928 <\/b><span style=\"font-weight: 400;\">\u092e\u0947\u0902, ANN \u0905\u092a\u0928\u0947 \u092e\u0949\u0921\u0932 \u0915\u094b \u0905\u0928\u0941\u092e\u093e\u0928\u093f\u0924 \u0914\u0930 \u0935\u093e\u0938\u094d\u0924\u0935\u093f\u0915 <\/span><b>\u0938\u094d\u091f\u0949\u0915 \u0915\u0940\u092e\u0924\u094b\u0902 <\/b><span style=\"font-weight: 400;\">\u0915\u0947 \u092c\u0940\u091a \u0905\u0902\u0924\u0930 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u0938\u092e\u093e\u092f\u094b\u091c\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/span><\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u092c\u0948\u0915\u092a\u094d\u0930\u094b\u092a\u0947\u0917\u0947\u0936\u0928:<\/b> <b>\u092c\u0948\u0915\u092a\u094d\u0930\u094b\u092a\u0947\u0917\u0947\u0936\u0928 \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947<\/b><span style=\"font-weight: 400;\">, ANN \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u0928\u094d\u092f\u0942\u0930\u0949\u0928 \u092e\u0947\u0902 <\/span><b>\u0935\u0947\u091f \u0915\u094b \u0938\u0902\u0936\u094b\u0927\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948 \u0924\u093e\u0915\u093f \u092d\u0935\u093f\u0937\u094d\u092f \u0915\u0940 \u0924\u094d\u0930\u0941\u091f\u093f\u092f\u094b\u0902 \u0915\u094b \u0915\u092e \u0915\u093f\u092f\u093e \u091c\u093e \u0938\u0915\u0947, \u091c\u093f\u0938\u0938\u0947 <\/b><span style=\"font-weight: 400;\">\u092a\u0942\u0930\u094d\u0935\u093e\u0928\u0941\u092e\u093e\u0928\u094b\u0902 \u092e\u0947\u0902 \u0909\u091a\u094d\u091a <\/span><b>\u0938\u091f\u0940\u0915\u0924\u093e \u0938\u0941\u0928\u093f\u0936\u094d\u091a\u093f\u0924 \u0939\u094b \u0938\u0915\u0947\u0964\u00a0<\/b>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><b>\u0909\u0926\u093e\u0939\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f: \u092e\u0936\u0940\u0928 \u091f\u094d\u0930\u093e\u0902\u0938\u0932\u0947\u0936\u0928<\/b><span style=\"font-weight: 400;\"> \u092e\u0947\u0902 ANN, <\/span><b>\u092d\u093e\u0937\u093e\u0908 \u092a\u094d\u0930\u0924\u093f\u0930\u0942\u092a\u094b\u0902 <\/b><span style=\"font-weight: 400;\">\u0914\u0930 \u0909\u092a\u092f\u094b\u0917\u0915\u0930\u094d\u0924\u093e \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u0905\u0928\u0941\u0935\u093e\u0926 \u0915\u094b \u0938\u092e\u093e\u092f\u094b\u091c\u093f\u0924 \u0915\u0930\u0915\u0947 \u0938\u092e\u092f \u0915\u0947 \u0938\u093e\u0925 \u0932\u0948\u0902\u0917\u094d\u0935\u0947\u091c \u092e\u0949\u0921\u0932 \u092e\u0947\u0902 \u0938\u0941\u0927\u093e\u0930 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2><span style=\"font-size: 18pt;\"><b>\u0906\u0930\u094d\u091f\u093f\u092b\u093f\u0936\u093f\u092f\u0932 \u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915<\/b><span style=\"font-weight: 400;\">\u00a0 (<\/span><b>AAN)\u00a0 \u0915\u0947 \u0935\u094d\u092f\u093e\u0935\u0939\u093e\u0930\u093f\u0915 \u0909\u092a\u092f\u094b\u0917<\/b><\/span><\/h2>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0938\u094d\u0935\u093e\u0938\u094d\u0925\u094d\u092f \u0926\u0947\u0916\u092d\u093e\u0932 \u0928\u093f\u0926\u093e\u0928: <\/b><span style=\"font-weight: 400;\">\u091c\u091f\u093f\u0932 \u0938\u094d\u0935\u093e\u0938\u094d\u0925\u094d\u092f \u0921\u0947\u091f\u093e \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 \u0915\u0930\u0915\u0947 <\/span><b>\u0915\u0948\u0902\u0938\u0930 <\/b><span style=\"font-weight: 400;\">\u092f\u093e <\/span><b>\u0939\u0943\u0926\u092f \u0938\u0902\u092c\u0902\u0927\u0940<\/b><span style=\"font-weight: 400;\"> \u092c\u0940\u092e\u093e\u0930\u093f\u092f\u094b\u0902 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f <\/span><b>\u092e\u0947\u0921\u093f\u0915\u0932 \u0907\u092e\u0947\u091c\u093f\u0902\u0917 \u092e\u0947\u0902 AANs \u0915\u093e \u0935\u094d\u092f\u093e\u092a\u0915 \u0930\u0942\u092a \u0938\u0947 \u0909\u092a\u092f\u094b\u0917 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0964\u00a0<\/b>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><b>\u0909\u0926\u093e\u0939\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f: AANs,<\/b><span style=\"font-weight: 400;\"> \u0915\u094b\u0936\u093f\u0915\u093e\u0913\u0902 \u092e\u0947\u0902 <\/span><b>\u0905\u0938\u093e\u092e\u093e\u0928\u094d\u092f \u0935\u0943\u0926\u094d\u0927\u093f \u0915\u0940 <\/b><span style=\"font-weight: 400;\">\u092a\u0939\u091a\u093e\u0928 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f <\/span><b>MRI \u0938\u094d\u0915\u0948\u0928 \u0915\u094b <\/b><span style=\"font-weight: 400;\">\u0938\u0902\u0938\u093e\u0927\u093f\u0924 \u0915\u0930\u0915\u0947 \u092a\u094d\u0930\u093e\u0930\u0902\u092d\u093f\u0915 \u0938\u094d\u0924\u0930 \u092a\u0930 <\/span><b>\u0915\u0948\u0902\u0938\u0930 \u0915\u093e<\/b> <b>\u092a\u0924\u093e \u0932\u0917\u093e\u0928\u0947 <\/b><span style=\"font-weight: 400;\">\u092e\u0947\u0902 \u092e\u0926\u0926 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902 \u0964<\/span><\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\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):<\/b><span style=\"font-weight: 400;\"> AAN, <\/span><b>\u0938\u094d\u092a\u0940\u091a \u0930\u093f\u0915\u0917\u094d\u0928\u093f\u0936\u0928 <\/b><span style=\"font-weight: 400;\">\u0914\u0930 <\/span><b>\u091a\u0948\u091f\u092c\u0949\u091f <\/b><span style=\"font-weight: 400;\">\u0924\u0915\u0928\u0940\u0915\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f<\/span> <span style=\"font-weight: 400;\">\u0905\u0924\u093f<\/span><b>\u00a0 \u092e\u0939\u0924\u094d\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923 \u0939\u0948\u0902, \u091c\u094b \u092e\u0936\u0940\u0928\u094b\u0902 \u0915\u094b \u092e\u093e\u0928\u0935\u0940\u092f \u092d\u093e\u0937\u093e \u092e\u0947\u0902\u00a0 <\/b><span style=\"font-weight: 400;\">\u0938\u092e\u091d\u0928\u0947 \u092e\u0947\u0902 \u0938\u0915\u094d\u0937\u092e \u092c\u0928\u093e\u0924\u0947 \u0939\u0948\u0902 \u0964\u00a0<\/span>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><b>\u0909\u0926\u093e\u0939\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f:<\/b> <b>\u0917\u0942\u0917\u0932 \u0905\u0938\u093f\u0938\u094d\u091f\u0947\u0902\u091f <\/b><span style=\"font-weight: 400;\">\u0914\u0930 <\/span><b>\u0905\u092e\u0947\u091c\u0928 \u090f\u0932\u0947\u0915\u094d\u0938\u093e, \u0935\u0949\u092f\u0938 \u0915\u092e\u093e\u0902\u0921\u094d\u0938 \u0915\u094b \u0938\u0902\u0938\u093e\u0927\u093f\u0924 \u0915\u0930\u0928\u0947 <\/b><span style=\"font-weight: 400;\">\u0914\u0930 \u092a\u094d\u0930\u093e\u0938\u0902\u0917\u093f\u0915 \u092a\u094d\u0930\u0924\u093f\u0915\u094d\u0930\u093f\u092f\u093e \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f ANN \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902 \u0964<\/span><\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0935\u093f\u0924\u094d\u0924\u0940\u092f \u092a\u0942\u0930\u094d\u0935\u093e\u0928\u0941\u092e\u093e\u0928: \u0936\u0947\u092f\u0930 \u092c\u093e\u091c\u093e\u0930 \u0915\u0947 \u0930\u0941\u091d\u093e\u0928 \u0915\u093e <\/b><span style=\"font-weight: 400;\">\u0905\u0928\u0941\u092e\u093e\u0928 \u0932\u0917\u093e\u0928\u0947, <\/span><b>\u0927\u094b\u0916\u093e\u0927\u0921\u093c\u0940 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0928\u0947 <\/b><span style=\"font-weight: 400;\">\u0914\u0930 <\/span><b>\u0915\u094d\u0930\u0947\u0921\u093f\u091f \u091c\u094b\u0916\u093f\u092e\u094b\u0902 \u0915\u093e \u0906\u0915\u0932\u0928 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u092a\u0942\u0930\u094d\u0935\u093e\u0928\u0941\u092e\u093e\u0928\u093e\u0924\u094d\u092e\u0915 \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923 <\/b><span style=\"font-weight: 400;\">\u092e\u0947\u0902 ANN \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948 \u0964\u00a0<\/span>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><b>\u0909\u0926\u093e\u0939\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f: <\/b><span style=\"font-weight: 400;\">ANN <\/span><b>\u0915\u094d\u0930\u0947\u0921\u093f\u091f \u0915\u093e\u0930\u094d\u0921 \u0932\u0947\u0928\u0926\u0947\u0928 \u0915\u0940 \u0928\u093f\u0917\u0930\u093e\u0928\u0940 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902 \u0914\u0930 \u0927\u094b\u0916\u093e\u0927\u0921\u093c\u0940 \u0915\u094b <\/b><span style=\"font-weight: 400;\">\u0930\u094b\u0915\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0905\u0938\u093e\u092e\u093e\u0928\u094d\u092f \u0935\u094d\u092f\u092f \u092a\u0948\u091f\u0930\u094d\u0928 \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u0924\u0947 \u0939\u0948\u0902 \u0964<\/span><\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0907\u092e\u0947\u091c \u090f\u0902\u0921 \u0935\u0940\u0921\u093f\u092f\u094b \u0930\u093f\u0915\u0949\u0917\u094d\u0928\u093f\u0936\u0928: <\/b><span style=\"font-weight: 400;\">ANN \u0915\u093e \u0909\u092a\u092f\u094b\u0917 <\/span><b>\u092b\u0947\u0936\u093f\u092f\u0932<\/b> <b>\u0930\u093f\u0915\u0917\u094d\u0928\u093f\u0936\u0928 <\/b><span style=\"font-weight: 400;\">\u0914\u0930 <\/span><b>\u0911\u092c\u094d\u091c\u0947\u0915\u094d\u091f<\/b> <b>\u0921\u093f\u091f\u0947\u0915\u094d\u0936\u0928<\/b> <b>\u0924\u0915\u0928\u0940\u0915\u094b\u0902 \u092e\u0947\u0902 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948<\/b><span style=\"font-weight: 400;\">, \u091c\u094b <\/span><b>\u0938\u0941\u0930\u0915\u094d\u0937\u093e \u092a\u094d\u0930\u0923\u093e\u0932\u093f\u092f\u094b\u0902<\/b><span style=\"font-weight: 400;\">, <\/span><b>\u0938\u094b\u0936\u0932 \u092e\u0940\u0921\u093f\u092f\u093e \u0914\u0930 \u0911\u091f\u094b\u0928\u094b\u092e\u0938<\/b> <b>\u0921\u094d\u0930\u093e\u0907\u0935\u093f\u0902\u0917 \u0915\u0947 \u0932\u093f\u090f \u0906\u0935\u0936\u094d\u092f\u0915 \u0939\u0948 <\/b><span style=\"font-weight: 400;\">\u0964\u00a0<\/span>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><b>\u0909\u0926\u093e\u0939\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f: \u092b\u0947\u0938\u092c\u0941\u0915 <\/b><span style=\"font-weight: 400;\">\u091c\u0948\u0938\u0947 \u0938\u094b\u0936\u0932 \u092e\u0940\u0921\u093f\u092f\u093e \u092a\u094d\u0932\u0947\u091f\u092b\u093e\u0930\u094d\u092e \u092b\u094b\u091f\u094b \u092e\u0947\u0902 <\/span><b>\u0932\u094b\u0917\u094b\u0902 \u0915\u094b \u0911\u091f\u094b\u092e\u0947\u091f\u093f\u0915 \u0930\u0941\u092a <\/b><span style=\"font-weight: 400;\">\u0938\u0947 \u091f\u0948\u0917 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f ANN \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902 \u0964<\/span><\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0911\u091f\u094b\u0928\u094b\u092e\u0938<\/b> <b>\u0921\u094d\u0930\u093e\u0907\u0935\u093f\u0902\u0917:<\/b><span style=\"font-weight: 400;\"> ANNs, <\/span><b>\u0938\u0947\u0932\u094d\u092b \u0921\u094d\u0930\u093e\u0907\u0935\u093f\u0902\u0917 \u0915\u093e\u0930\u094b\u0902 \u0915\u094b \u0938\u0947\u0902\u0938\u0930 \u090f\u0935\u0902<\/b> <b>\u0915\u0948\u092e\u0930\u093e \u0921\u0947\u091f\u093e \u0915\u094b \u0938\u0902\u0938\u093e\u0927\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0940 <\/b><span style=\"font-weight: 400;\">\u0938\u0941\u0935\u093f\u0927\u093e<\/span><b> \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u0947<\/b> <b>\u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 <\/b><span style=\"font-weight: 400;\">\u0921\u094d\u0930\u093e\u0907\u0935\u093f\u0902\u0917 \u0915\u0930\u0924\u0947 \u0938\u092e\u092f \u0930\u093f\u092f\u0932 \u091f\u093e\u0907\u092e \u092e\u0947\u0902 <\/span><b>\u0928\u093f\u0930\u094d\u0923\u092f \u0932\u0947\u0928\u0947 \u092e\u0947\u0902 \u0915\u093e\u0930\u094b\u0902<\/b> <b>\u0915\u094b \u0938\u0915\u094d\u0937\u092e \u092c\u0928\u093e\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0964\u00a0<\/b>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><b>\u0909\u0926\u093e\u0939\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f:<\/b> <b>\u091f\u0947\u0938\u094d\u0932\u093e \u0915\u0940 \u0911\u091f\u094b\u092a\u093e\u092f\u0932\u091f \u0924\u0915\u0928\u0940\u0915 <\/b><span style=\"font-weight: 400;\">\u0938\u0921\u093c\u0915\u094b\u0902 \u092a\u0930 \u091a\u0932\u0928\u0947, <\/span><b>\u092c\u093e\u0927\u093e\u0913\u0902 \u0915\u0940 \u092a\u0939\u091a\u093e\u0928 \u0915\u0930\u0928\u0947 <\/b><span style=\"font-weight: 400;\">\u0914\u0930 \u0938\u094d\u0935\u093e\u092f\u0924\u094d\u0924 \u0930\u0942\u092a \u0938\u0947 \u0921\u094d\u0930\u093e\u0907\u0935\u093f\u0902\u0917 \u0928\u093f\u0930\u094d\u0923\u092f \u0932\u0947\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f AAN \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u0940 \u0939\u0948\u0964<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p style=\"text-align: center;\"><span class=\"vc_button\"><a href=\"https:\/\/store.pw.live\/govt-entrance-exams\/upsc-books?utm_source=SEO&#038;utm_medium=PW+Live&#038;utm_campaign=UPSC+CSE+Books\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Check Out UPSC CSE Books From PW Store<\/span><\/a><\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0906\u0930\u094d\u091f\u093f\u092b\u093f\u0936\u093f\u092f\u0932 \u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 (AAN), AI \u0915\u0940 \u0909\u0928\u094d\u0928\u0924\u093f \u0915\u0947 \u0932\u093f\u090f \u0905\u0924\u093f \u092e\u0939\u0924\u094d\u0924\u094d\u0935\u092a\u0942\u0930\u094d\u0923\u00a0 \u0939\u0948\u0902, \u0914\u0930 \u0921\u0947\u091f\u093e \u0938\u0947 \u0938\u0940\u0916\u0928\u0947, \u0905\u0928\u0941\u0915\u0942\u0932\u0928 \u0915\u0930\u0928\u0947 \u090f\u0935\u0902 \u0928\u093f\u0930\u094d\u0923\u092f \u0932\u0947\u0928\u0947 \u0915\u0940 \u0905\u092a\u0928\u0940 \u0915\u094d\u0937\u092e\u0924\u093e \u0915\u0947 \u092e\u093e\u0927\u094d\u092f\u092e \u0938\u0947 \u0909\u0926\u094d\u092f\u094b\u0917 \u091c\u0917\u0924 \u092e\u0947\u0902 \u092a\u0930\u093f\u0935\u0930\u094d\u0924\u0928 \u0932\u093e \u0930\u0939\u0947 \u0939\u0948\u0902\u0964 \u0938\u094d\u0935\u093e\u0938\u094d\u0925\u094d\u092f \u0926\u0947\u0916\u092d\u093e\u0932 \u0928\u093f\u0926\u093e\u0928 \u0938\u0947 \u0932\u0947\u0915\u0930 \u0911\u091f\u094b\u0928\u094b\u092e\u0938 \u0921\u094d\u0930\u093e\u0907\u0935\u093f\u0902\u0917 \u0924\u0915, AAN \u0935\u093f\u092d\u093f\u0928\u094d\u0928 \u091c\u091f\u093f\u0932 \u0938\u092e\u0938\u094d\u092f\u093e\u0913\u0902 \u0915\u094b \u0939\u0932 \u0915\u0930\u0928\u0947 \u092e\u0947\u0902 \u0905\u092a\u093e\u0930 \u0938\u0902\u092d\u093e\u0935\u0928\u093e\u090f\u0901 \u092a\u094d\u0930\u0926\u093e\u0928 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902\u0964 \u092e\u093e\u0928\u0935 \u092e\u0938\u094d\u0924\u093f\u0937\u094d\u0915 \u0915\u0940 \u0924\u0902\u0924\u094d\u0930\u093f\u0915\u093e \u0938\u0902\u0930\u091a\u0928\u093e \u0915\u0947 \u0938\u093e\u092e\u093e\u0928 \u0935\u0947 AI \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902 \u092e\u0947\u0902 \u0928\u0935\u093e\u091a\u093e\u0930 \u0915\u094b \u0906\u0917\u0947 \u092c\u0922\u093c\u093e \u0930\u0939\u0947 \u0939\u0948\u0902, \u091c\u093f\u0938\u0938\u0947 \u0935\u0947 \u092a\u094d\u0930\u094c\u0926\u094d\u092f\u094b\u0917\u093f\u0915\u0940 \u0915\u0947 \u092d\u0935\u093f\u0937\u094d\u092f \u0915\u094b \u0906\u0915\u093e\u0930 \u0926\u0947\u0928\u0947 \u092e\u0947\u0902 \u090f\u0915 \u092e\u094c\u0932\u093f\u0915 \u0909\u092a\u0915\u0930\u0923 \u092c\u0928 \u0917\u092f\u0947 \u0939\u0948\u0902\u0964<\/span><\/p>\n<div class=\"vc_table_green\"><\/p>\n<table style=\"width: 100.043%;\">\n<tbody>\n<tr>\n<td style=\"width: 130.811%; text-align: center; border-style: solid; border-color: #000000;\" colspan=\"2\"><span style=\"font-size: 18pt;\"><b>Must Read<\/b><\/span><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 50.5357%; text-align: center; border-style: solid; border-color: #000000;\"><a href=\"https:\/\/pwonlyias.com\/stage\/editorial-analysis\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">UPSC Daily Editorials<\/span><\/a><\/td>\n<td style=\"width: 80.2753%; text-align: center; border-style: solid; border-color: #000000;\"><a href=\"https:\/\/pwonlyias.com\/stage\/daily-current-affairs\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">UPSC Daily Current Affairs<\/span><\/a><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 50.5357%; text-align: center; border-style: solid; border-color: #000000;\"><a href=\"https:\/\/store.pw.live\/govt-entrance-exams\/upsc-books\/upsc-textbooks?utm_source=SEO&#038;utm_medium=PW+Live&#038;utm_campaign=UPSC+Textbooks\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Check Out UPSC NCERT Textbooks From PW Store<\/span><\/a><\/td>\n<td style=\"width: 80.2753%; text-align: center; border-style: solid; border-color: #000000;\"><a href=\"https:\/\/store.pw.live\/govt-entrance-exams\/upsc-books\/upsc-modules?utm_source=SEO&#038;utm_medium=PW+Live&#038;utm_campaign=UPSC+Modules\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Check Out UPSC Modules From PW Store<\/span><\/a><span style=\"font-weight: 400;\">\u00a0<\/span><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 50.5357%; text-align: center; border-style: solid; border-color: #000000;\"><a href=\"https:\/\/store.pw.live\/govt-entrance-exams\/upsc-books\/upsc-previous-year-papers?utm_source=SEO&#038;utm_medium=PW+Live&#038;utm_campaign=UPSC+Previous+Year+Papers\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Check Out Previous Years Papers From PW Store<\/span><\/a><\/td>\n<td style=\"width: 80.2753%; text-align: center; border-style: solid; border-color: #000000;\"><a href=\"https:\/\/pwonlyias.com\/stage\/upsc-test-series-courses\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">UPSC Test Series 2024<\/span><\/a><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 50.5357%; text-align: center; border-style: solid; border-color: #000000;\"><a href=\"https:\/\/pwonlyias.com\/stage\/quiz\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Daily Current Affairs Quiz<\/span><\/a><\/td>\n<td style=\"width: 80.2753%; text-align: center; border-style: solid; border-color: #000000;\"><a href=\"https:\/\/pwonlyias.com\/stage\/mains-answer-writing\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Daily Main Answer Writing<\/span><\/a><\/td>\n<\/tr>\n<tr>\n<td style=\"width: 130.811%; text-align: center; border-style: solid; border-color: #000000;\" colspan=\"2\"><a href=\"https:\/\/store.pw.live\/govt-entrance-exams\/upsc-books?utm_source=SEO&#038;utm_medium=PW+Live&#038;utm_campaign=UPSC+CSE+Books\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Check Out UPSC CSE Books From PW Store<\/span><\/a><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u092a\u094d\u0930\u0936\u094d\u0928 \u0915\u0940 \u092e\u0941\u0916\u094d\u092f \u092e\u093e\u0901\u0917 \u0906\u0930\u094d\u091f\u093f\u092b\u093f\u0936\u093f\u092f\u0932 \u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u0915\u0940 \u0935\u094d\u092f\u093e\u0916\u094d\u092f\u093e \u0915\u0940\u091c\u093f\u090f\u0964 AI \u092e\u0947\u0902 \u0906\u0930\u094d\u091f\u093f\u092b\u093f\u0936\u093f\u092f\u0932 \u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915\u00a0 \u0915\u0940 \u0915\u093e\u0930\u094d\u092f \u092a\u094d\u0930\u0923\u093e\u0932\u0940 \u0915\u0940 \u0935\u094d\u092f\u093e\u0916\u094d\u092f\u093e \u0915\u0940\u091c\u093f\u090f\u0964 \u0906\u0930\u094d\u091f\u093f\u092b\u093f\u0936\u093f\u092f\u0932 \u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915\u00a0 \u0915\u0947 \u0935\u094d\u092f\u093e\u0935\u0939\u093e\u0930\u093f\u0915 \u0905\u0928\u0941\u092a\u094d\u0930\u092f\u094b\u0917\u094b\u0902 \u092a\u0930 \u091a\u0930\u094d\u091a\u093e \u0915\u0940\u091c\u093f\u090f\u0964 \u00a0 \u0909\u0924\u094d\u0924\u0930: \u0906\u0930\u094d\u091f\u093f\u092b\u093f\u0936\u093f\u092f\u0932 \u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 (ANNs), \u0906\u0930\u094d\u091f\u093f\u092b\u093f\u0936\u093f\u092f\u0932 \u0907\u0902\u091f\u0947\u0932\u093f\u091c\u0947\u0902\u0938 (AI) \u0915\u093e \u090f\u0915 \u092e\u0941\u0916\u094d\u092f \u0918\u091f\u0915 \u0914\u0930 \u090f\u0915 \u0915\u092e\u094d\u092a\u094d\u092f\u0942\u091f\u0947\u0936\u0928\u0932 \u092e\u0949\u0921\u0932 \u0939\u0948, \u091c\u094b \u092e\u093e\u0928\u0935 \u092e\u0938\u094d\u0924\u093f\u0937\u094d\u0915 \u092e\u0947\u0902 \u0909\u092a\u0938\u094d\u0925\u093f\u0924 \u0924\u0902\u0924\u094d\u0930\u093f\u0915\u093e \u0915\u094b\u0936\u093f\u0915\u093e\u0913\u0902&hellip; <a class=\"more-link\" href=\"https:\/\/pwonlyias.com\/stage\/mains-answer-writing\/artificial-neural-networks-in-ai\">Continue reading <span class=\"screen-reader-text\">What are artificial neural networks (ANNs) in AI? Explain how they work and mention some of their practical uses. in hindi<\/span><\/a><\/p>\n","protected":false},"author":11,"featured_media":0,"menu_order":0,"comment_status":"open","ping_status":"open","template":"","format":"standard","meta":{"rank_math_lock_modified_date":false,"footnotes":""},"paper-wise":[2089],"subject":[],"acf":[],"_links":{"self":[{"href":"https:\/\/pwonlyias.com\/stage\/wp-json\/wp\/v2\/mains-answer-writing\/136348"}],"collection":[{"href":"https:\/\/pwonlyias.com\/stage\/wp-json\/wp\/v2\/mains-answer-writing"}],"about":[{"href":"https:\/\/pwonlyias.com\/stage\/wp-json\/wp\/v2\/types\/mains-answer-writing"}],"author":[{"embeddable":true,"href":"https:\/\/pwonlyias.com\/stage\/wp-json\/wp\/v2\/users\/11"}],"replies":[{"embeddable":true,"href":"https:\/\/pwonlyias.com\/stage\/wp-json\/wp\/v2\/comments?post=136348"}],"version-history":[{"count":4,"href":"https:\/\/pwonlyias.com\/stage\/wp-json\/wp\/v2\/mains-answer-writing\/136348\/revisions"}],"predecessor-version":[{"id":136803,"href":"https:\/\/pwonlyias.com\/stage\/wp-json\/wp\/v2\/mains-answer-writing\/136348\/revisions\/136803"}],"wp:attachment":[{"href":"https:\/\/pwonlyias.com\/stage\/wp-json\/wp\/v2\/media?parent=136348"}],"wp:term":[{"taxonomy":"paper-wise","embeddable":true,"href":"https:\/\/pwonlyias.com\/stage\/wp-json\/wp\/v2\/paper-wise?post=136348"},{"taxonomy":"subject","embeddable":true,"href":"https:\/\/pwonlyias.com\/stage\/wp-json\/wp\/v2\/subject?post=136348"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}