{"id":263,"date":"2022-02-21T13:17:24","date_gmt":"2022-02-21T13:17:24","guid":{"rendered":"https:\/\/www.embibe.com\/in-mr\/?post_type=ai&#038;p=263"},"modified":"2023-12-15T06:31:43","modified_gmt":"2023-12-15T06:31:43","slug":"1pl-%e0%a4%86%e0%a4%af%e0%a4%9f%e0%a4%ae-%e0%a4%b0%e0%a4%bf%e0%a4%b8%e0%a5%8d%e0%a4%aa%e0%a5%89%e0%a4%a8%e0%a5%8d%e0%a4%b8-%e0%a4%a5%e0%a4%bf%e0%a4%85%e0%a4%b0%e0%a5%80%e0%a4%b8%e0%a4%b9-%e0%a4%aa","status":"publish","type":"ai","link":"https:\/\/www.embibe.com\/in-mr\/artificial-intelligence-ai-in-education\/1pl-%e0%a4%86%e0%a4%af%e0%a4%9f%e0%a4%ae-%e0%a4%b0%e0%a4%bf%e0%a4%b8%e0%a5%8d%e0%a4%aa%e0%a5%89%e0%a4%a8%e0%a5%8d%e0%a4%b8-%e0%a4%a5%e0%a4%bf%e0%a4%85%e0%a4%b0%e0%a5%80%e0%a4%b8%e0%a4%b9-%e0%a4%aa\/","title":{"rendered":"1PL \u0906\u092f\u091f\u092e \u0930\u093f\u0938\u094d\u092a\u0949\u0928\u094d\u0938 \u0925\u093f\u0905\u0930\u0940\u0938\u0939 \u092a\u094d\u0930\u092e\u093e\u0923\u0940\u0915\u0943\u0924 \u091f\u0947\u0938\u094d\u091f\u092e\u0927\u094d\u092f\u0947 \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u0902\u091a\u094d\u092f\u093e \u0938\u094d\u0915\u094b\u0905\u0930\u091a\u093e \u0905\u0902\u0926\u093e\u091c \u0932\u093e\u0935\u0923\u0947"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">1PL \u0906\u092f\u091f\u092e \u0930\u093f\u0938\u094d\u092a\u0949\u0928\u094d\u0938 \u0925\u093f\u0905\u0930\u0940\u0938\u0939 \u092a\u094d\u0930\u092e\u093e\u0923\u0940\u0915\u0943\u0924 \u091f\u0947\u0938\u094d\u091f\u092e\u0927\u094d\u092f\u0947 \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u0902\u091a\u094d\u092f\u093e \u0938\u094d\u0915\u094b\u0905\u0930\u091a\u093e \u0905\u0902\u0926\u093e\u091c \u0932\u093e\u0935\u0923\u0947<\/h2>\n\n\n\n<p>Embibe \u092e\u0927\u094d\u092f\u0947 \u0906\u092e\u094d\u0939\u0940 \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u0902\u0928\u093e \u0936\u093f\u0915\u0923\u094d\u092f\u093e\u091a\u093e \u0938\u093f\u0926\u094d\u0927\u093e\u0902\u0924 \u0906\u0923\u093f \u0936\u093f\u0915\u094d\u0937\u0923 \u0938\u0902\u0936\u094b\u0927\u0928 \u092f\u093e\u0902\u091a\u0947 \u0905\u0902\u0924\u0930\u094d\u0917\u0924 \u091c\u094d\u091e\u093e\u0928 \u0906\u0923\u093f \u092e\u0949\u0921\u0947\u0932\u094d\u0938 \u0938\u092e\u093e\u0935\u093f\u0937\u094d\u091f \u0915\u0930\u0942\u0928 \u0924\u094d\u092f\u093e\u0902\u091a\u094d\u092f\u093e \u092a\u094d\u0930\u092e\u093e\u0923\u0940\u0915\u0943\u0924 \u091f\u0947\u0938\u094d\u091f\u092e\u0927\u0940\u0932 \u0938\u094d\u0915\u094b\u0905\u0930 \u0938\u0941\u0927\u093e\u0930\u0923\u094d\u092f\u093e\u0938 \u092e\u0926\u0924 \u0915\u0930\u0924\u094b.<\/p>\n\n\n\n<p>\u0906\u092f\u091f\u092e \u0930\u093f\u0938\u094d\u092a\u0949\u0928\u094d\u0938 \u0925\u093f\u0905\u0930\u0940 <sup>1, 2]<\/sup> \u0928\u093e\u0935\u093e\u091a\u094d\u092f\u093e \u0905\u0936\u093e\u091a \u092e\u094b\u0920\u094d\u092f\u093e \u092a\u094d\u0930\u092e\u093e\u0923\u093e\u0935\u0930 \u0935\u093e\u092a\u0930\u0932\u094d\u092f\u093e \u091c\u093e\u0923\u093e\u0931\u094d\u092f\u093e \u092e\u0949\u0921\u0947\u0932\u092e\u0927\u094d\u092f\u0947 \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u091a\u094d\u092f\u093e \u0915\u094c\u0936\u0932\u094d\u092f\u093e\u091a\u0940 \u0915\u093f\u0902\u0935\u093e \u0915\u094d\u0937\u092e\u0924\u0947\u091a\u0940 \u092a\u093e\u0924\u0933\u0940 \u0924\u0938\u0947\u091a \u092a\u094d\u0930\u092f\u0924\u094d\u0928 \u0915\u0947\u0932\u0947\u0932\u094d\u092f\u093e \u092a\u094d\u0930\u0936\u094d\u0928\u093e\u091a\u0940 \u0915\u093e\u0920\u093f\u0923\u094d\u092f \u092a\u093e\u0924\u0933\u0940 \u092f\u093e\u091a\u093e \u0905\u0902\u0926\u093e\u091c \u0918\u0947\u090a\u0928 \u090f\u0916\u093e\u0926\u094d\u092f\u093e \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u0932\u093e \u092a\u094d\u0930\u0936\u094d\u0928\u093e\u091a\u0947 \u092f\u094b\u0917\u094d\u092f \u0909\u0924\u094d\u0924\u0930 \u0926\u0947\u0923\u094d\u092f\u093e\u091a\u093e \u0905\u0902\u0926\u093e\u091c \u0932\u093e\u0935\u0932\u093e \u091c\u093e\u0924\u094b. \u0939\u0947 \u092a\u094d\u0930\u0925\u092e\u0924\u0903 1960 \u091a\u094d\u092f\u093e \u0926\u0936\u0915\u093e\u0924 \u092a\u094d\u0930\u0938\u094d\u0924\u093e\u0935\u093f\u0924 \u0915\u0930\u0923\u094d\u092f\u093e\u0924 \u0906\u0932\u0947 \u0939\u094b\u0924\u0947 \u0906\u0923\u093f \u092f\u093e\u091a\u0940 \u0905\u0928\u0947\u0915 \u0930\u0942\u092a\u0947 \u0906\u091c \u0905\u0938\u094d\u0924\u093f\u0924\u094d\u0935\u093e\u0924 \u0906\u0939\u0947\u0924, \u091c\u0938\u0947 \u0915\u0940 1PL \u092e\u0949\u0921\u0947\u0932 <sup>2, 3]<\/sup> \u0906\u0923\u093f 2PL \u092e\u0949\u0921\u0947\u0932<sup>[2]<\/sup>.<\/p>\n\n\n\n<p><strong>\u0906\u092f\u091f\u092e \u0930\u093f\u0938\u094d\u092a\u0949\u0928\u094d\u0938 \u0925\u093f\u0905\u0930\u0940\u091a\u0947 1PL \u092e\u0949\u0921\u0947\u0932<\/strong><\/p>\n\n\n\n<p>1PL \u0915\u093f\u0902\u0935\u093e 1 \u092a\u0945\u0930\u093e\u092e\u0940\u091f\u0930 \u0906\u092f\u091f\u092e \u0930\u093f\u0938\u094d\u092a\u0949\u0928\u094d\u0938 \u0925\u093f\u0905\u0930\u0940<strong> <\/strong>\u092e\u0949\u0921\u0947\u0932 \u091c\u0947 \u0930\u0945\u0936 \u092e\u0949\u0921\u0947\u0932<sup>[3]<\/sup> \u092e\u094d\u0939\u0923\u0942\u0928 \u0926\u0947\u0916\u0940\u0932 \u092a\u094d\u0930\u0938\u093f\u0926\u094d\u0927 \u0906\u0939\u0947 \u0924\u094d\u092f\u093e\u091a\u0947 \u092a\u0941\u0922\u0940\u0932 \u092a\u094d\u0930\u092e\u093e\u0923\u0947 \u0935\u0930\u094d\u0923\u0928 \u0915\u0947\u0932\u0947 \u0906\u0939\u0947.<\/p>\n\n\n\n<p>\u0938\u092e\u091c\u093e i \u0936\u093f\u0915\u093e\u090a \u0935\u094d\u092f\u0915\u094d\u0924\u0940 \u0915\u093f\u0902\u0935\u093e \u0935\u093f\u0927\u094d\u092f\u093e\u0930\u094d\u0925\u0940 \u0906\u0939\u0947 \u0906\u0923\u093f j \u0939\u093e \u092a\u094d\u0930\u0936\u094d\u0928 \u0906\u0939\u0947. \u0938\u092e\u091c\u093e \u03b8i \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u091a\u0940 \u0915\u094d\u0937\u092e\u0924\u093e \u0906\u0939\u0947 \u0906\u0923\u093f \u03b2j \u0939\u093f \u092a\u094d\u0930\u0936\u094d\u0928\u093e\u091a\u0940 \u0915\u093e\u0920\u093f\u0923\u094d\u092f \u092a\u093e\u0924\u0933\u0940 \u0906\u0939\u0947. \u0924\u0930 1PL \u092e\u0949\u0921\u0947\u0932 \u092a\u094d\u0930\u092e\u093e\u0923\u0947, Pij \u091a\u0940 i \u0935\u094d\u092f\u093e \u092f\u0942\u091c\u0930\u091a\u0940 j \u0935\u094d\u092f\u093e \u092a\u094d\u0930\u0936\u094d\u0928\u093e\u091a\u0947 \u092c\u0930\u094b\u092c\u0930 \u0909\u0924\u094d\u0924\u0930 \u0926\u0947\u0923\u094d\u092f\u093e\u091a\u0940 \u0938\u0902\u092d\u093e\u0935\u094d\u092f\u0924\u093e \u0938\u093e\u0902\u0917\u093f\u0924\u0932\u0940 \u091c\u093e\u0924\u0947 logit(Pij) = i &#8211; j \u091c\u0947\u0925\u0947 \u0938\u0902\u092d\u093e\u0935\u094d\u092f\u0924\u093e \u0930\u0942\u092a\u093e\u0902\u0924\u0930\u0923 logit \u092b\u0902\u0915\u094d\u0936\u0928 logit(x) =(1+(-x))-1 \u0926\u094d\u0935\u093e\u0930\u0947 \u0926\u093f\u0932\u0947 \u091c\u093e\u0924\u0947.<\/p>\n\n\n\n<p>1PL \u0906\u092f\u091f\u092e \u0930\u093f\u0938\u094d\u092a\u0949\u0928\u094d\u0938 \u0925\u093f\u0905\u0930\u0940 \u092e\u0949\u0921\u0947\u0932 \u0935\u093e\u092a\u0930\u0942\u0928 \u0906\u092a\u0923 \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u091a\u094d\u092f\u093e \u03b8i \u0915\u094d\u0937\u092e\u0924\u093e \u0938\u094d\u0924\u0930\u093e\u091a\u093e \u0905\u0902\u0926\u093e\u091c \u0932\u093e\u0935\u0942 \u0936\u0915\u0924\u094b, \u091c\u0947\u0935\u094d\u0939\u093e \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u0928\u0947 \u0938\u094b\u0921\u0935\u093f\u0932\u0947\u0932\u094d\u092f\u093e \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u092a\u094d\u0930\u0936\u094d\u0928\u093e\u091a\u0940 \u092e\u093e\u0939\u093f\u0924\u0940 \u0926\u093f\u0932\u0947\u0932\u0940 \u0905\u0938\u0924\u0947.<\/p>\n\n\n\n<p><strong>1PL \u0906\u092f\u091f\u092e \u0930\u093f\u0938\u094d\u092a\u0949\u0928\u094d\u0938 \u0925\u093f\u0905\u0930\u0940\u0938\u093e\u0920\u0940 \u0921\u093f\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0906\u0930\u094d\u0915\u093f\u091f\u0947\u0915\u094d\u091a\u0930<\/strong><\/p>\n\n\n\n<p>\u0921\u094b\u092e\u0947\u0928-\u0935\u093f\u0936\u093f\u0937\u094d\u0920 <strong>\u092a\u0945\u0930\u093e\u092e\u0940\u091f\u0930\u0938\u0939<\/strong> 1PL \u092e\u0949\u0921\u0947\u0932 \u0916\u0930\u0902\u091a \u0932\u0949\u091c\u093f\u0938\u094d\u091f\u093f\u0915 \u0930\u093f\u0917\u094d\u0930\u0947\u0936\u0928\u0906\u0939\u0947 \u0939\u0947 \u0906\u092a\u0923 \u092a\u093e\u0939\u0942 \u0936\u0915\u0924\u094b. \u092a\u0930\u093f\u0923\u093e\u092e\u0940, \u0915\u094b\u0923\u0924\u094d\u092f\u093e\u0939\u0940 \u0921\u093f\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092b\u094d\u0930\u0947\u092e\u0935\u0930\u094d\u0915\u091a\u093e \u0935\u093e\u092a\u0930 \u0915\u0930\u0942\u0928 \u0906\u092a\u0923 \u0905\u0936\u093e \u092e\u0949\u0921\u0947\u0932\u0932\u093e \u0938\u092e\u091c\u0942\u0928 \u0918\u0947\u090a \u0936\u0915\u0924\u094b. 1PL \u092e\u0949\u0921\u0947\u0932\u0938\u093e\u0920\u0940\u091a\u0947 \u0921\u093f\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u0906\u0930\u094d\u0915\u093f\u091f\u0947\u0915\u094d\u091a\u0930 \u0906\u0915\u0943\u0924\u0940 1 \u092e\u0927\u094d\u092f\u0947 \u0926\u093f\u0932\u0947\u0932\u0947 \u0906\u0939\u0947.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/stage.embibe.com\/in-mr\/wp-content\/uploads\/2022\/02\/Marathi_18.png\" alt=\"\"\/><figcaption class=\"wp-element-caption\"><strong><strong>\u0906\u0915\u0943\u0924\u0940 1: 1PL IRT \u092e\u0949\u0921\u0947\u0932&nbsp; \u092a\u0945\u0930\u093e\u092e\u0940\u091f\u0930&nbsp; \u0915\u093e\u0922\u0923\u094d\u092f\u093e\u0938\u093e\u0920\u0940\u091a\u0947 \u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u0906\u0930\u094d\u0915\u093f\u091f\u0947\u0915\u094d\u091a\u0930<\/strong><\/strong><\/figcaption><\/figure>\n\n\n\n<p>\u0906\u092a\u0932\u0947 \u092e\u0949\u0921\u0947\u0932 \u0915\u0947\u0930\u093e\u0938\u092e\u0927\u094d\u092f\u0947 \u0921\u093f\u092a \u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u092e\u094d\u0939\u0923\u0942\u0928 \u0905\u092e\u0932\u093e\u0924 \u0906\u0923\u0932\u0947 \u0917\u0947\u0932\u0947 \u0906\u0939\u0947. \u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u092e\u094d\u0939\u0923\u0942\u0928 \u0938\u092e\u0938\u094d\u092f\u0947\u091a\u0947 \u092e\u0949\u0921\u0947\u0932\u093f\u0902\u0917 \u0915\u0930\u0923\u094d\u092f\u093e\u091a\u0947 \u092b\u093e\u092f\u0926\u0947 \u0906\u0939\u0947\u0924:<\/p>\n\n\n\n<ul>\n<li>\u0907\u0928\u092a\u0941\u091f\u092e\u0927\u094d\u092f\u0947 \u0917\u0939\u093e\u0933 \u092e\u0942\u0932\u094d\u092f\u0947 \u0939\u093e\u0924\u093e\u0933\u0923\u094d\u092f\u093e\u091a\u0940 \u0915\u094d\u0937\u092e\u0924\u093e &#8211; \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915&nbsp; \u092f\u0942\u091c\u0930\u0932\u093e \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u092a\u094d\u0930\u0936\u094d\u0928\u093e\u0938\u093e\u0920\u0940 \u092a\u094d\u0930\u092f\u0924\u094d\u0928 \u0915\u0930\u0923\u094d\u092f\u093e\u091a\u0940 (\u0909\u0924\u094d\u0924\u0930 \u0926\u0947\u0923\u094d\u092f\u093e\u091a\u0940 ) \u0906\u0935\u0936\u094d\u092f\u0915\u0924\u093e \u0928\u093e\u0939\u0940<\/li>\n\n\n\n<li>\u092e\u094b\u0920\u094d\u092f\u093e \u092a\u094d\u0930\u092e\u093e\u0923\u093e\u0924 \u092f\u0942\u091c\u0930 \u0906\u0923\u093f \u0906\u092f\u091f\u092e\u092e\u0927\u094d\u092f\u0947 \u0935\u093e\u0922 \u0915\u0930\u0923\u094d\u092f\u093e\u091a\u0940 \u0915\u094d\u0937\u092e\u0924\u093e<\/li>\n\n\n\n<li>\u0905\u0927\u093f\u0915&nbsp; \u092a\u0945\u0930\u093e\u092e\u0940\u091f\u0930\u0938\u0939&nbsp; \u092b\u094d\u0930\u0947\u092e\u0935\u0930\u094d\u0915 2PL, 3PL \u0906\u0923\u093f \u0907\u0924\u0930 \u0906\u092f\u091f\u092e \u0930\u093f\u0938\u094d\u092a\u0949\u0928\u094d\u0938 \u0925\u093f\u0905\u0930\u0940 \u092e\u0949\u0921\u0947\u0932\u094d\u0938\u092a\u0930\u094d\u092f\u0902\u0924 \u0935\u093e\u0922\u0935\u0923\u094d\u092f\u093e\u091a\u0940 \u0915\u094d\u0937\u092e\u0924\u093e<\/li>\n<\/ul>\n\n\n\n<p>\u0906\u092a\u0923 \u092f\u093e \u092e\u0949\u0921\u0947\u0932\u0932\u093e 1PL \u0921\u093f\u092a \u0906\u092f\u091f\u092e \u0930\u093f\u0938\u094d\u092a\u0949\u0928\u094d\u0938 \u0925\u093f\u0905\u0930\u0940 \u092e\u0949\u0921\u0947\u0932 \u092e\u094d\u0939\u0923\u0942\u0928 \u0938\u0902\u0926\u0930\u094d\u092d \u0926\u0947\u0924\u094b.<\/p>\n\n\n\n<p><strong>\u092a\u0921\u0924\u093e\u0933\u0923\u0940&nbsp;<\/strong><\/p>\n\n\n\n<p>\u092e\u0949\u0921\u0947\u0932\u093f\u0902\u0917 \u0938\u094d\u091f\u094d\u0930\u0945\u091f\u0947\u091c\u0940 \u092c\u0947\u0902\u091a\u092e\u093e\u0930\u094d\u0915 \u0906\u0923\u093f \u092a\u0921\u0924\u093e\u0933\u0923\u0940 \u0915\u0930\u0923\u094d\u092f\u093e\u0938\u093e\u0920\u0940 \u0906\u092e\u094d\u0939\u0940 \u0916\u093e\u0932\u0940\u0932\u092a\u094d\u0930\u092e\u093e\u0923\u0947 \u0938\u093f\u092e\u094d\u092f\u0941\u0932\u0947\u091f \u0921\u0947\u091f\u093e \u091c\u0928\u0930\u0947\u091f \u0915\u0930\u0924\u094b:<\/p>\n\n\n\n<ul>\n<li>i N(0,1) :&nbsp; \u092e\u0927\u094d\u092f 0 \u0906\u0923\u093f \u092a\u094d\u0930\u092e\u093e\u0923 \u0935\u093f\u091a\u0932\u0928 1 \u0938\u0939 \u092a\u094d\u0930\u0938\u093e\u092e\u093e\u0928\u094d\u092f \u0935\u093f\u0924\u0930\u0923 \u0935\u093e\u092a\u0930\u0942\u0928 \u0936\u093f\u0915\u0923\u094d\u092f\u093e\u091a\u0940 \u0915\u094d\u0937\u092e\u0924\u093e \u0928\u093f\u0930\u094d\u092e\u093e\u0923 \u0915\u0947\u0932\u0940 \u091c\u093e\u0924\u0947&nbsp;<\/li>\n\n\n\n<li>j U(-1,1) : \u092a\u094d\u0930\u0936\u094d\u0928 \u0915\u093e\u0920\u093f\u0923\u094d\u092f \u092e\u0942\u0932\u094d\u092f\u0947 -1 \u0906\u0923\u093f 1 \u0926\u0930\u092e\u094d\u092f\u093e\u0928 \u090f\u0915\u0938\u092e\u093e\u0928\u092a\u0923\u0947 \u0924\u092f\u093e\u0930 \u0915\u0947\u0932\u0940 \u091c\u093e\u0924\u093e\u0924<\/li>\n<\/ul>\n\n\n\n<ul>\n<li>Pij= i &#8211; j : \u092f\u094b\u0917\u094d\u092f \u092a\u094d\u0930\u0924\u093f\u0938\u093e\u0926\u093e\u0902\u091a\u0940 \u0938\u0902\u092d\u093e\u0935\u094d\u092f\u0924\u093e \u092f\u0942\u091c\u0930\u091a\u0940 \u0915\u094d\u0937\u092e\u0924\u093e \u0906\u0923\u093f \u0906\u092f\u091f\u092e \u0915\u093e\u0920\u093f\u0923\u094d\u092f \u0935\u093e\u092a\u0930\u0942\u0928 (1PL \u0906\u092f\u091f\u092e \u0930\u093f\u0938\u094d\u092a\u0949\u0928\u094d\u0938 \u0925\u093f\u0905\u0930\u0940 \u0938\u092e\u0940\u0915\u0930\u0923 \u0935\u093e\u092a\u0930\u0942\u0928) \u0917\u0923\u0928\u093e \u0915\u0947\u0932\u0940 \u091c\u093e\u0924\u0947.<\/li>\n\n\n\n<li>yijk Bern(Pij): \u092c\u093e\u092f\u0928\u0930\u0940(\u0926\u094d\u0935\u093f\u0905\u0902\u0915\u0940) \u092a\u094d\u0930\u0924\u093f\u0938\u093e\u0926 (\u092f\u094b\u0917\u094d\u092f, \u0905-\u092f\u094b\u0917\u094d\u092f) \u092c\u0930\u094d\u0928\u094c\u0932\u0940 \u0935\u093f\u0924\u0930\u0923\u093e\u0924\u0942\u0928 \u092f\u0936\u0938\u094d\u0935\u0940 \u0938\u0902\u092d\u093e\u0935\u094d\u092f\u0924\u093e Pij \u0938\u0939 \u0928\u092e\u0941\u0928\u0947 \u0918\u0947\u0923\u094d\u092f\u093e\u0924 \u0906\u0932\u0947 \u0906\u0939\u0947\u0924, \u091c\u0947\u0925\u0947 \u092a\u094d\u0930\u0924\u093f \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u0940 \u092a\u094d\u0930\u0924\u093f \u0906\u092f\u091f\u092e \u0930\u093f\u0938\u094d\u092a\u0949\u0928\u094d\u0938\u091a\u094d\u092f\u093e \u0938\u0902\u0916\u094d\u092f\u093e \u0915\u0949\u0928\u094d\u092b\u093f\u0917\u0930 \u0915\u0930\u0923\u094d\u092f\u093e\u092f\u094b\u0917\u094d\u092f \u0906\u0939\u0947.<\/li>\n<\/ul>\n\n\n\n<p>\u0906\u092e\u094d\u0939\u0940 100 \u092a\u094d\u0930\u0936\u094d\u0928, 100 \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u0902\u0928\u093e \u0906\u0923\u093f \u092a\u094d\u0930\u0924\u093f \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u0940 \u090f\u0915 \u0930\u093f\u0938\u094d\u092a\u0949\u0928\u094d\u0938 \u092a\u094d\u0930\u0924\u093f \u092a\u094d\u0930\u0936\u094d\u0928 \u0938\u093f\u092e\u094d\u092f\u0941\u0932\u0947\u091f \u0915\u0947\u0932\u0947 \u0906\u0939\u0947.<\/p>\n\n\n\n<p>\u0906\u092a\u0923 1PL \u0921\u093f\u092a \u0906\u092f\u091f\u092e \u0930\u093f\u0938\u094d\u092a\u0949\u0928\u094d\u0938 \u0925\u093f\u0905\u0930\u0940 \u092e\u0949\u0921\u0947\u0932 \u092f\u093e \u0938\u093f\u092e\u094d\u092f\u0941\u0932\u0947\u091f\u0947\u0921 \u0921\u0947\u091f\u093e \u0938\u0947\u091f\u0932\u093e \u0935\u094d\u092f\u0935\u0938\u094d\u0925\u093f\u0924 \u0915\u0930\u0924\u094b. \u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915\u091a\u0947 \u0907\u0928\u092a\u0941\u091f \u0939\u0947 \u092f\u0942\u091c\u0930 \u0938\u0926\u093f\u0936 \u0906\u0939\u0947\u0924 (\u0935\u0928-\u0939\u0949\u091f \u090f\u0928\u094d\u0915\u094b\u0921 \u0915\u0947\u0932\u0947\u0932\u0947) \u0906\u0923\u093f \u092a\u094d\u0930\u0936\u094d\u0928 \u0938\u0926\u093f\u0936 (\u0939\u0947 \u0938\u0941\u0926\u094d\u0927\u093e \u0935\u0928-\u0939\u0949\u091f \u090f\u0928\u094d\u0915\u094b\u0921 \u0915\u0947\u0932\u0947\u0932\u0947) \u0906\u0923\u093f \u0906\u0909\u091f\u092a\u0941\u091f \u0939\u0947 \u0906\u092f\u091f\u092e \u0930\u093f\u0938\u094d\u092a\u0949\u0928\u094d\u0938 \u0925\u093f\u0905\u0930\u0940\u091a\u0947 \u092a\u0945\u0930\u093e\u092e\u0940\u091f\u0930 \u0906\u0939\u0947\u0924 \u091c\u094d\u092f\u093e\u092e\u0927\u094d\u092f\u0947 \u0906\u092f\u091f\u092e \u0915\u093e\u0920\u093f\u0923\u094d\u092f, \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u091a\u0940 \u0915\u094d\u0937\u092e\u0924\u093e \u0906\u0923\u093f \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u0940 \u092f\u094b\u0917\u094d\u092f \u0909\u0924\u094d\u0924\u0930 \u0926\u0947\u0908\u0932 \u0915\u093f \u0928\u093e\u0939\u0940 \u092f\u093e\u091a\u093e \u0905\u0902\u0926\u093e\u091c \u0939\u0947 \u0905\u0902\u0924\u0930\u094d\u092d\u093e\u0935 \u0906\u0939\u0947. \u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u0938\u0902\u092a\u0942\u0930\u094d\u0923\u092a\u0923\u0947 \u091c\u094b\u0921\u0932\u0947\u0932\u0947 \u0906\u0939\u0947. \u092f\u093e\u092e\u0927\u094d\u092f\u0947 \u0926\u094b\u0928 \u0907\u0928\u092a\u0941\u091f \u0925\u0930 \u0906\u0939\u0947\u0924, \u0915\u093e\u0920\u093f\u0923\u094d\u092f \u0906\u0923\u093f \u0915\u094d\u0937\u092e\u0924\u093e \u092f\u093e\u0938\u093e\u0920\u0940 \u092e\u0927\u094d\u092f\u092e \u0925\u0930 \u0906\u0923\u093f \u090f\u0915 \u0906\u0909\u091f\u092a\u0941\u091f \u0925\u0930 \u0905\u0902\u0926\u093e\u091c\u093e\u0938\u093e\u0920\u0940.<\/p>\n\n\n\n<p>\u0906\u092a\u0923 \u0928\u094d\u092f\u0942\u0930\u0932 \u0928\u0947\u091f\u0935\u0930\u094d\u0915 \u092e\u0927\u0940\u0932 1PL \u0921\u093f\u092a \u0906\u092f\u091f\u092e \u0930\u093f\u0938\u094d\u092a\u0949\u0928\u094d\u0938 \u0925\u093f\u0905\u0930\u0940 \u0906\u0909\u091f\u092a\u0941\u091f \u0906\u0923\u093f \u0938\u093f\u092e\u094d\u092f\u0941\u0932\u0947\u091f\u0947\u0921 \u0921\u0947\u091f\u093e \u092e\u0927\u0940\u0932 \u0916\u0931\u094d\u092f\u093e \u0906\u0909\u091f\u092a\u0941\u091f\u091a\u0940 \u0924\u0941\u0932\u0928\u093e \u0915\u0930\u0923\u093e\u0930 \u0906\u0939\u094b\u0924.<\/p>\n\n\n\n<p><strong>\u0905\u092e\u0902\u0932\u092c\u091c\u093e\u0935\u0923\u0940<\/strong><\/p>\n\n\n\n<p>\u092e\u0949\u0921\u0947\u0932: Keras \u0915\u093e\u0930\u094d\u092f\u093e\u0924\u094d\u092e\u0915 API \u091a\u093e \u0935\u093e\u092a\u0930 \u0915\u0930\u0942\u0928 1PL \u0906\u092f\u091f\u092e \u0930\u093f\u0938\u094d\u092a\u0949\u0928\u094d\u0938 \u0925\u093f\u0905\u0930\u0940\u091a\u0947 \u0906\u0930\u094d\u0915\u093f\u091f\u0947\u0915\u094d\u091a\u0930 NNs \u091a\u0940 \u0930\u091a\u0928\u093e\u0924\u094d\u092e\u0915\u0924\u093e \u0935\u093e\u092a\u0930\u0942\u0928 \u092a\u0930\u093f\u092d\u093e\u0937\u093f\u0924 \u0915\u0947\u0932\u0940 \u091c\u093e\u0924\u0947. \u090f\u0915\u0902\u0926\u0930 \u092e\u0949\u0921\u0947\u0932\u091a\u0940 \u0930\u091a\u0928\u093e \u0926\u093e\u091f \u0925\u0930\u093e\u0902\u091a\u094d\u092f\u093e \u0938\u094d\u091f\u0945\u0915\u093f\u0902\u0917\u0926\u094d\u0935\u093e\u0930\u0947 \u0915\u0947\u0932\u0940 \u091c\u093e\u0924\u0947 &#8211; \u092f\u0947\u0925\u0947, 1PL \u092e\u0949\u0921\u0947\u0932\u0938\u093e\u0920\u0940 2 \u0926\u093e\u091f \u0938\u094d\u0924\u0930, \u092f\u0942\u091c\u0930\u091a\u093e \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u092a\u094d\u0930\u0924\u093f\u0928\u093f\u0927\u0940 \u0915\u093f\u0902\u0935\u093e \u0906\u092f\u091f\u092e \u092a\u0945\u0930\u093e\u092e\u0940\u091f\u0930\u094d\u0938 \u092f\u0942\u091c\u0930\u091a\u094d\u092f\u093e (i) \u0906\u092f\u091f\u092e (j) \u0932\u093e \u0930\u093f\u0938\u094d\u092a\u0949\u0928\u094d\u0938 \u0926\u0947\u0923\u094d\u200d\u092f\u093e\u091a\u0940 \u0936\u0915\u094d\u092f\u0924\u093e (Pij) \u092e\u0927\u094d\u092f\u0947 \u0928\u093f\u0930\u094d\u0923\u093e\u092f\u0915 \u0920\u0930\u0924\u093e\u0924.<\/p>\n\n\n\n<p>\u0939\u093e\u092f\u092a\u0930 \u092a\u0945\u0930\u093e\u092e\u0940\u091f\u0930: \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u0926\u093e\u091f \u0925\u0930\u093e\u0924 \u0916\u093e\u0932\u0940\u0932 \u0921\u093f\u092b\u0949\u0932\u094d\u091f \u0938\u0947\u091f\u093f\u0902\u0917\u094d\u091c \u0935\u093e\u092a\u0930\u0932\u094d\u092f\u093e \u091c\u093e\u0924\u093e\u0924<\/p>\n\n\n\n<ul>\n<li>\u0915\u0930\u094d\u0928\u0932 \u0906\u0923\u093f \u092c\u093e\u092f\u0938\u091a\u0940&nbsp; \u0938\u0941\u0930\u0935\u093e\u0924 \u0915\u0930\u0923\u093e\u0930\u0947 : \u0938\u093e\u092e\u093e\u0928\u094d\u092f&nbsp; (0,1)<\/li>\n\n\n\n<li>l1\/l2 \u0928\u093f\u092f\u092e\u093f\u0924 \u0915\u0930\u0923\u093e\u0930\u0947: l_1=0, l_2=0<\/li>\n\n\n\n<li>\u0909\u092a\u0915\u094d\u0930\u092e \u0928\u093f\u092f\u092e\u093f\u0924 \u0915\u0930\u0923\u093e\u0930\u0947 : l_1=0, l_2=0<\/li>\n<\/ul>\n\n\n\n<p>\u0935\u0930\u0940\u0932 \u0938\u0947\u091f\u093f\u0902\u0917\u094d\u091c \u0935\u093f\u0915\u093e\u0938\u093e\u0926\u094d\u0935\u093e\u0930\u0947 \u0905\u0927\u093f\u0932\u093f\u0916\u093f\u0924 \u0915\u0947\u0932\u0940 \u091c\u093e\u090a \u0936\u0915\u0924\u093e\u0924 \u0915\u093f\u0902\u0935\u093e \u0915\u0949\u0928\u094d\u092b\u093f\u0917\u0930\u0947\u0936\u0928\u091a\u094d\u092f\u093e \u091c\u093e\u0917\u0947\u0935\u0930 \u0936\u094b\u0927\u0942\u0928 \u0938\u0930\u094d\u0935\u094b\u0924\u094d\u0924\u092e \u0915\u0949\u0928\u094d\u092b\u093f\u0917\u0930\u0947\u0936\u0928 \u092a\u094d\u0930\u093e\u092a\u094d\u0924 \u0915\u0947\u0932\u0947 \u091c\u093e\u090a \u0936\u0915\u0924\u0947. \u0905\u0938\u0947 \u0924\u092a\u0936\u0940\u0932 \u0906\u0917\u093e\u092e\u0940 \u092c\u094d\u0932\u0949\u0917 \u0905\u0938\u0924\u0940\u0932. \u092a\u0930\u093f\u092d\u093e\u0937\u093f\u0924 \u092e\u0949\u0921\u0947\u0932 \u0926\u094b\u0928 \u0915\u093f\u0902\u0935\u093e \u0924\u0940\u0928 \u092e\u093e\u092a\u0926\u0902\u0921\u093e\u0938\u093e\u0920\u0940 \u0924\u094d\u092f\u093e\u091a\u093e \u0935\u093e\u092a\u0930 \u0935\u093e\u0922\u0935\u0923\u094d\u092f\u093e\u0938\u093e\u0920\u0940 \u092a\u0941\u0930\u0947\u0938\u0947 \u0932\u0935\u091a\u093f\u0915 \u0906\u0939\u0947, \u092e\u094d\u0939\u0923\u091c\u0947 \u092d\u0947\u0926\u092d\u093e\u0935 \u0906\u0923\u093f \u0905\u0902\u0926\u093e\u091c, \u0906\u0923\u093f \u092a\u0930\u093f\u0923\u093e\u092e\u0940 \u092a\u0942\u0930\u094d\u0935\u0932\u0915\u094d\u0937\u0923\u093e\u0924, \u0928\u094d\u092f\u0942\u0930\u0932 \u0906\u0930\u094d\u0915\u093f\u091f\u0947\u0915\u094d\u091a\u0930 \u0938\u0930\u094d\u091a \u0915\u094d\u0937\u092e\u0924\u0947\u0938\u0939 \u090f\u0915 \u0935\u093f\u0938\u094d\u0924\u093e\u0930\u093f\u0924 \u092e\u0949\u0921\u0947\u0932 \u090f\u0915 \u0915\u093f\u0902\u0935\u093e \u0926\u094b\u0928 PL \u092e\u0949\u0921\u0947\u0932 \u092e\u094d\u0939\u0923\u0942\u0928 \u0915\u093e\u092e \u0915\u0930\u0923\u094d\u092f\u093e\u0938 \u092a\u094d\u0930\u0924\u093f\u092c\u0902\u0927\u093f\u0924 \u0915\u0947\u0932\u0947 \u091c\u093e\u090a \u0936\u0915\u0924\u0947.<\/p>\n\n\n\n<p><strong>\u092a\u094d\u0930\u092f\u094b\u0917\u093e\u0924\u094d\u092e\u0915 \u092a\u0930\u093f\u0923\u093e\u092e<\/strong><\/p>\n\n\n\n<p>\u0916\u093e\u0932\u0940\u0932 \u092a\u094d\u0932\u0949\u091f\u094d\u0938 \u092a\u0941\u0922\u0940\u0932 \u0918\u091f\u0915\u093e\u0902\u092e\u0927\u0940\u0932 \u0938\u0902\u092c\u0902\u0927 \u0926\u0930\u094d\u0936\u0935\u093f\u0924\u093e\u0924:<\/p>\n\n\n\n<ul>\n<li>\u092a\u093f\u0905\u0930\u0938\u0928 \u0938\u0939\u0938\u0902\u092c\u0902\u0927 \u0917\u0941\u0923\u093e\u0902\u0915 &nbsp; 0.9857 \u0938\u0939, \u0905\u0902\u0926\u093e\u091c\u093f\u0924 \u0915\u093e\u0920\u093f\u0923\u094d\u092f \u0935\u093f\u0930\u0941\u0926\u094d\u0927 \u0916\u0930\u0940 \u0915\u093e\u0920\u093f\u0923\u094d\u092f \u092a\u093e\u0924\u0933\u0940.<\/li>\n\n\n\n<li>\u092a\u093f\u0905\u0930\u0938\u0928 \u0938\u0939\u0938\u0902\u092c\u0902\u0927 \u0917\u0941\u0923\u093e\u0902\u0915 0.9954 \u0938\u0939, \u0905\u0902\u0926\u093e\u091c \u0915\u094d\u0937\u092e\u0924\u093e \u0935\u093f\u0930\u0941\u0926\u094d\u0927 \u0916\u0930\u0940 \u0915\u094d\u0937\u092e\u0924\u093e \u092a\u093e\u0924\u0933\u0940.<\/li>\n\n\n\n<li>\u092a\u093f\u0905\u0930\u0938\u0928 \u0938\u0939\u0938\u0902\u092c\u0902\u0927 \u0917\u0941\u0923\u093e\u0902\u0915 0.9926 \u0938\u0939, \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u092a\u094d\u0930\u0936\u094d\u0928\u093e\u091a\u0947 \u0905\u091a\u0942\u0915 \u0909\u0924\u094d\u0924\u0930 \u0926\u0947\u0923\u094d\u092f\u093e\u091a\u0940 \u0938\u0902\u092d\u093e\u0935\u094d\u092f\u0924\u093e \u0935\u093f\u0930\u0941\u0926\u094d\u0927 \u0916\u0930\u0940 \u0938\u0902\u092d\u093e\u0935\u094d\u092f\u0924\u093e.<\/li>\n<\/ul>\n\n\n\n<p>1PL \u092e\u093e\u0939\u093f\u0924\u0940\u0935\u0930 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u093f\u0924 \u0915\u0947\u0932\u0947\u0932\u094d\u092f\u093e \u0921\u093f\u092a \u0906\u092f\u091f\u092e \u0930\u093f\u0938\u094d\u092a\u0949\u0928\u094d\u0938 \u0925\u093f\u0905\u0930\u0940 \u092e\u0949\u0921\u0947\u0932 \u0935\u0930\u0942\u0928, 1PL \u0921\u0930\u094d\u091f \u092e\u0949\u0921\u0947\u0932\u091a\u094d\u092f\u093e \u0932\u0949\u0917\u091a\u0940 \u0938\u0902\u092d\u093e\u0935\u094d\u092f\u0924\u093e 0.587\u0906\u0939\u0947.<\/p>\n\n\n\n<p>\u091c\u0938\u0947 \u0915\u0940, \u0906\u092a\u0923 \u092a\u093e\u0939\u0942 \u0936\u0915\u0924\u094b, \u0906\u092a\u0932\u094d\u092f\u093e\u0932\u093e \u0938\u0930\u094d\u0935 \u0924\u0940\u0928\u0939\u0940 \u092a\u094d\u0930\u0915\u0930\u0923\u093e\u0902\u092e\u0927\u094d\u092f\u0947 \u091a\u093e\u0902\u0917\u0932\u0947 \u0938\u0939\u0938\u0902\u092c\u0927&nbsp; \u092e\u093f\u0933\u093e\u0932\u0947 \u0906\u0939\u0947, \u091c\u0947 \u0905\u0938\u0947 \u0926\u0930\u094d\u0936\u0935\u093f\u0924\u0947 \u0915\u0940, \u0906\u092a\u0932\u0947 1PL \u0921\u093f\u092a \u0906\u092f\u091f\u092e \u0930\u093f\u0938\u094d\u092a\u0949\u0928\u094d\u0938 \u0925\u093f\u0905\u0930\u0940 \u092e\u0949\u0921\u0947\u0932 \u0939\u0947 \u0915\u093e\u0920\u093f\u0923\u094d\u092f, \u0915\u094d\u0937\u092e\u0924\u093e \u0906\u0923\u093f \u091f\u0947\u0938\u094d\u091f\u091a\u094d\u092f\u093e \u0938\u094d\u0915\u094b\u0905\u0930\u091a\u093e \u0905\u0902\u0926\u093e\u091c \u092c\u093e\u0902\u0927\u0923\u094d\u092f\u093e\u092e\u0927\u094d\u092f\u0947 \u092f\u0936\u0938\u094d\u0935\u0940 \u091d\u093e\u0932\u0947 \u0906\u0939\u0947 \u0906\u0923\u093f \u0924\u0947\u0939\u0940 \u091a\u093e\u0902\u0917\u0932\u094d\u092f\u093e \u0905\u091a\u0942\u0915\u0924\u0947\u0938\u0939.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/stage.embibe.com\/in-mr\/wp-content\/uploads\/2022\/02\/Marathi_16.png\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/stage.embibe.com\/in-mr\/wp-content\/uploads\/2022\/02\/Marathi_17.png\" alt=\"\"\/><figcaption class=\"wp-element-caption\">\u0906\u0915\u0943\u0924\u0940 2: \u0916\u0931\u094d\u092f\u093e \u0935\u093f\u0930\u0941\u0926\u094d\u0927 \u0915\u093e\u0922\u0932\u0947\u0932\u094d\u092f\u093e \u0915\u0947\u0930\u093e\u091c \u092e\u0949\u0921\u0947\u0932 \u0915\u093e\u0920\u093f\u0923\u094d\u092f \u0906\u0923\u093f \u0915\u094d\u0937\u092e\u0924\u093e \u092a\u0945\u0930\u093e\u092e\u0940\u091f\u0930\u091a\u093e \u0938\u094d\u0915\u0945\u091f\u0930\u092a\u094d\u0932\u0949\u091f<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/stage.embibe.com\/in-mr\/wp-content\/uploads\/2022\/02\/Marathi_19.png\" alt=\"\"\/><figcaption class=\"wp-element-caption\">\u0906\u0915\u0943\u0924\u0940 3: \u092a\u094d\u0930\u0936\u094d\u0928\u093e\u0902\u091a\u0940 \u092f\u094b\u0917\u094d\u092f \u0909\u0924\u094d\u0924\u0930\u0947 \u0926\u0947\u0923\u094d\u092f\u093e\u091a\u0940 \u0916\u0930\u0940 \u0938\u0902\u092d\u093e\u0935\u094d\u092f\u0924\u093e \u0935\u093f\u0930\u0941\u0926\u094d\u0927 \u092a\u094d\u0930\u0936\u093f\u0915\u094d\u0937\u0940\u0924 \u0915\u0947\u0932\u0947\u0932\u094d\u092f\u093e \u0915\u0947\u0930\u093e\u091c \u092e\u0949\u0921\u0947\u0932\u0926\u094d\u0935\u093e\u0930\u0947 \u0915\u093e\u0922\u0932\u0947\u0932\u0940 \u0938\u0902\u092d\u093e\u0935\u094d\u092f\u0924\u093e \u092f\u093e\u0902\u091a\u093e \u0939\u0947\u0915\u094d\u0938\u092c\u0940\u0928 \u092a\u094d\u0932\u0949\u091f.<\/figcaption><\/figure>\n\n\n\n<p><strong>\u0928\u093f\u0937\u094d\u0915\u0930\u094d\u0937<\/strong><\/p>\n\n\n\n<p>\u0906\u092e\u094d\u0939\u0940 \u0926\u0930\u094d\u0936\u0935\u093f\u0932\u0947 \u0906\u0939\u0947 \u0915\u0940, \u0938\u093f\u092e\u094d\u092f\u0941\u0932\u0947\u0936\u0928\u0935\u0930 \u0906\u0927\u093e\u0930\u093f\u0924, 1PL \u0906\u092f\u091f\u092e \u0930\u093f\u0938\u094d\u092a\u0949\u0928\u094d\u0938 \u0925\u093f\u0905\u0930\u0940 \u092e\u0949\u0921\u0947\u0932 \u0921\u093f\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092e\u0949\u0921\u0947\u0932\u0926\u094d\u0935\u093e\u0930\u0947 \u0932\u093e\u0917\u0942 \u0915\u0947\u0932\u0947 \u091c\u093e\u090a \u0936\u0915\u0924\u0947. \u0906\u092f\u091f\u092e \u0930\u093f\u0938\u094d\u092a\u0949\u0928\u094d\u0938 \u0925\u093f\u0905\u0930\u0940 \u092a\u0945\u0930\u093e\u092e\u0940\u091f\u0930 \u0935\u093e\u092a\u0930\u0941\u0928, \u0906\u092e\u091a\u0947 1PL \u0906\u092f\u091f\u092e \u0930\u093f\u0938\u094d\u092a\u0949\u0928\u094d\u0938 \u0925\u093f\u0905\u0930\u0940 \u0906\u0927\u093e\u0930\u093f\u0924 \u092e\u0949\u0921\u0947\u0932 \u0935\u093e\u092a\u0930\u0942\u0928 \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u091a\u0940 \u0915\u094d\u0937\u092e\u0924\u093e \u0906\u0923\u093f \u092a\u094d\u0930\u0936\u094d\u0928\u093e\u0902\u091a\u0940 \u0915\u093e\u0920\u093f\u0923\u094d\u092f \u092a\u093e\u0924\u0933\u0940 \u092f\u093e\u091a\u093e \u091a\u093e\u0902\u0917\u0932\u093e \u0905\u0902\u0926\u093e\u091c \u092e\u093f\u0933\u0942 \u0936\u0915\u0947\u0932. \u0939\u093e \u0905\u0902\u0926\u093e\u091c \u0905\u0928\u0941\u0915\u0942\u0932\u0928 \u092a\u0930\u0940\u0915\u094d\u0937\u093e, \u0927\u094d\u092f\u0947\u092f \u0920\u0930\u0935\u093f\u0923\u0947 \u0906\u0923\u093f \u0907\u0924\u0930 \u0938\u092e\u0938\u094d\u092f\u093e\u0902\u091a\u0947 \u0928\u093f\u0935\u093e\u0930\u0923 \u0915\u0930\u0923\u094d\u092f\u093e\u0938\u093e\u0920\u0940 \u0935\u093e\u092a\u0930\u0932\u093e \u091c\u093e\u090a \u0936\u0915\u0924\u094b.<\/p>\n\n\n\n<p><strong>\u0938\u0902\u0926\u0930\u094d\u092d<\/strong><\/p>\n\n\n\n<ol>\n<li>\u092b\u094d\u0930\u0901\u0915 \u092c\u0940. \u092c\u0947\u0915\u0930. \u201c<strong>\u0926 \u092c\u0947\u0938\u093f\u0915\u094d\u0938 \u0911\u092b<\/strong> \u0906\u092f\u091f\u092e \u0930\u093f\u0938\u094d\u092a\u0949\u0928\u094d\u0938 \u0925\u093f\u0905\u0930\u0940\u091a\u094d\u092f\u093e \u092e\u0941\u0932\u092d\u0942\u0924 \u0917\u094b\u0937\u094d\u091f\u0940.\u201d ERIC, USA, 2001<\/li>\n\n\n\n<li>\u0935\u093f\u0915\u093f\u092a\u0940\u0921\u093f\u092f\u093e. \u0906\u092f\u091f\u092e \u0930\u093f\u0938\u094d\u092a\u0949\u0928\u094d\u0938 \u0925\u093f\u0905\u0930\u0940 <a href=\"https:\/\/en.wikipedia.org\/wiki\/Item_response_theory\">https:\/\/en.wikipedia.org\/wiki\/Item_response_theory<\/a><\/li>\n\n\n\n<li>\u091c\u0949\u0930\u094d\u091c \u0930\u0945\u0936 . &#8220;\u0917\u0923\u093f\u0924\u0940\u092f \u092e\u093e\u0928\u0938\u0936\u093e\u0938\u094d\u0924\u094d\u0930\u093e\u092e\u0927\u094d\u092f\u0947 \u0905\u092d\u094d\u092f\u093e\u0938: I. \u0915\u093e\u0939\u0940 \u092c\u0941\u0926\u094d\u0927\u093f\u092e\u0924\u094d\u0924\u093e \u0906\u0923\u093f \u092a\u094d\u0930\u093e\u092a\u094d\u0924\u0940 \u091a\u093e\u091a\u0923\u094d\u092f\u093e\u0902\u0938\u093e\u0920\u0940 \u0938\u0902\u092d\u093e\u0935\u094d\u092f \u092e\u0949\u0921\u0947\u0932.&#8221; 1960.<\/li>\n\n\n\n<li>\u0915\u0947\u0930\u093e\u0938 \u0921\u093f\u092a \u0932\u0930\u094d\u0928\u093f\u0902\u0917 \u092b\u094d\u0930\u0947\u092e\u0935\u0930\u094d\u0915: \u0915\u0947\u0930\u093e\u0938<\/li>\n<\/ol>\n","protected":false},"featured_media":0,"template":"","yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>1PL \u0906\u092f\u091f\u092e \u0930\u093f\u0938\u094d\u092a\u0949\u0928\u094d\u0938 \u0925\u093f\u0905\u0930\u0940\u0938\u0939 \u092a\u094d\u0930\u092e\u093e\u0923\u0940\u0915\u0943\u0924 \u091f\u0947\u0938\u094d\u091f\u092e\u0927\u094d\u092f\u0947 \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u0902\u091a\u094d\u092f\u093e \u0938\u094d\u0915\u094b\u0905\u0930\u091a\u093e \u0905\u0902\u0926\u093e\u091c \u0932\u093e\u0935\u0923\u0947 - EMBIBE - The most powerful AI-powered learning platform<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.embibe.com\/in-mr\/artificial-intelligence-ai-in-education\/1pl-\u0906\u092f\u091f\u092e-\u0930\u093f\u0938\u094d\u092a\u0949\u0928\u094d\u0938-\u0925\u093f\u0905\u0930\u0940\u0938\u0939-\u092a\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"1PL \u0906\u092f\u091f\u092e \u0930\u093f\u0938\u094d\u092a\u0949\u0928\u094d\u0938 \u0925\u093f\u0905\u0930\u0940\u0938\u0939 \u092a\u094d\u0930\u092e\u093e\u0923\u0940\u0915\u0943\u0924 \u091f\u0947\u0938\u094d\u091f\u092e\u0927\u094d\u092f\u0947 \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u0902\u091a\u094d\u092f\u093e \u0938\u094d\u0915\u094b\u0905\u0930\u091a\u093e \u0905\u0902\u0926\u093e\u091c \u0932\u093e\u0935\u0923\u0947 - EMBIBE - The most powerful AI-powered learning platform\" \/>\n<meta property=\"og:description\" content=\"1PL \u0906\u092f\u091f\u092e \u0930\u093f\u0938\u094d\u092a\u0949\u0928\u094d\u0938 \u0925\u093f\u0905\u0930\u0940\u0938\u0939 \u092a\u094d\u0930\u092e\u093e\u0923\u0940\u0915\u0943\u0924 \u091f\u0947\u0938\u094d\u091f\u092e\u0927\u094d\u092f\u0947 \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u0902\u091a\u094d\u092f\u093e \u0938\u094d\u0915\u094b\u0905\u0930\u091a\u093e \u0905\u0902\u0926\u093e\u091c \u0932\u093e\u0935\u0923\u0947 Embibe \u092e\u0927\u094d\u092f\u0947 \u0906\u092e\u094d\u0939\u0940 \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u0902\u0928\u093e \u0936\u093f\u0915\u0923\u094d\u092f\u093e\u091a\u093e \u0938\u093f\u0926\u094d\u0927\u093e\u0902\u0924 \u0906\u0923\u093f \u0936\u093f\u0915\u094d\u0937\u0923 \u0938\u0902\u0936\u094b\u0927\u0928 \u092f\u093e\u0902\u091a\u0947 \u0905\u0902\u0924\u0930\u094d\u0917\u0924 \u091c\u094d\u091e\u093e\u0928 \u0906\u0923\u093f \u092e\u0949\u0921\u0947\u0932\u094d\u0938 \u0938\u092e\u093e\u0935\u093f\u0937\u094d\u091f \u0915\u0930\u0942\u0928 \u0924\u094d\u092f\u093e\u0902\u091a\u094d\u092f\u093e \u092a\u094d\u0930\u092e\u093e\u0923\u0940\u0915\u0943\u0924 \u091f\u0947\u0938\u094d\u091f\u092e\u0927\u0940\u0932 \u0938\u094d\u0915\u094b\u0905\u0930 \u0938\u0941\u0927\u093e\u0930\u0923\u094d\u092f\u093e\u0938 \u092e\u0926\u0924 \u0915\u0930\u0924\u094b. \u0906\u092f\u091f\u092e \u0930\u093f\u0938\u094d\u092a\u0949\u0928\u094d\u0938 \u0925\u093f\u0905\u0930\u0940 1, 2] \u0928\u093e\u0935\u093e\u091a\u094d\u092f\u093e \u0905\u0936\u093e\u091a \u092e\u094b\u0920\u094d\u092f\u093e \u092a\u094d\u0930\u092e\u093e\u0923\u093e\u0935\u0930 \u0935\u093e\u092a\u0930\u0932\u094d\u092f\u093e \u091c\u093e\u0923\u093e\u0931\u094d\u092f\u093e \u092e\u0949\u0921\u0947\u0932\u092e\u0927\u094d\u092f\u0947 \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u091a\u094d\u092f\u093e \u0915\u094c\u0936\u0932\u094d\u092f\u093e\u091a\u0940 \u0915\u093f\u0902\u0935\u093e \u0915\u094d\u0937\u092e\u0924\u0947\u091a\u0940 \u092a\u093e\u0924\u0933\u0940 \u0924\u0938\u0947\u091a \u092a\u094d\u0930\u092f\u0924\u094d\u0928 \u0915\u0947\u0932\u0947\u0932\u094d\u092f\u093e \u092a\u094d\u0930\u0936\u094d\u0928\u093e\u091a\u0940 \u0915\u093e\u0920\u093f\u0923\u094d\u092f \u092a\u093e\u0924\u0933\u0940 \u092f\u093e\u091a\u093e \u0905\u0902\u0926\u093e\u091c \u0918\u0947\u090a\u0928 \u090f\u0916\u093e\u0926\u094d\u092f\u093e \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u0932\u093e \u092a\u094d\u0930\u0936\u094d\u0928\u093e\u091a\u0947 \u092f\u094b\u0917\u094d\u092f \u0909\u0924\u094d\u0924\u0930 \u0926\u0947\u0923\u094d\u092f\u093e\u091a\u093e \u0905\u0902\u0926\u093e\u091c \u0932\u093e\u0935\u0932\u093e \u091c\u093e\u0924\u094b. \u0939\u0947 \u092a\u094d\u0930\u0925\u092e\u0924\u0903 1960 \u091a\u094d\u092f\u093e \u0926\u0936\u0915\u093e\u0924 \u092a\u094d\u0930\u0938\u094d\u0924\u093e\u0935\u093f\u0924 \u0915\u0930\u0923\u094d\u092f\u093e\u0924 \u0906\u0932\u0947 \u0939\u094b\u0924\u0947 \u0906\u0923\u093f \u092f\u093e\u091a\u0940 \u0905\u0928\u0947\u0915....\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.embibe.com\/in-mr\/artificial-intelligence-ai-in-education\/1pl-\u0906\u092f\u091f\u092e-\u0930\u093f\u0938\u094d\u092a\u0949\u0928\u094d\u0938-\u0925\u093f\u0905\u0930\u0940\u0938\u0939-\u092a\/\" \/>\n<meta property=\"og:site_name\" content=\"EMBIBE - The most powerful AI-powered learning platform\" \/>\n<meta property=\"article:modified_time\" content=\"2023-12-15T06:31:43+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/stage.embibe.com\/in-mr\/wp-content\/uploads\/2022\/02\/Marathi_18.png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"5 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.embibe.com\/in-mr\/artificial-intelligence-ai-in-education\/1pl-%e0%a4%86%e0%a4%af%e0%a4%9f%e0%a4%ae-%e0%a4%b0%e0%a4%bf%e0%a4%b8%e0%a5%8d%e0%a4%aa%e0%a5%89%e0%a4%a8%e0%a5%8d%e0%a4%b8-%e0%a4%a5%e0%a4%bf%e0%a4%85%e0%a4%b0%e0%a5%80%e0%a4%b8%e0%a4%b9-%e0%a4%aa\/\",\"url\":\"https:\/\/www.embibe.com\/in-mr\/artificial-intelligence-ai-in-education\/1pl-%e0%a4%86%e0%a4%af%e0%a4%9f%e0%a4%ae-%e0%a4%b0%e0%a4%bf%e0%a4%b8%e0%a5%8d%e0%a4%aa%e0%a5%89%e0%a4%a8%e0%a5%8d%e0%a4%b8-%e0%a4%a5%e0%a4%bf%e0%a4%85%e0%a4%b0%e0%a5%80%e0%a4%b8%e0%a4%b9-%e0%a4%aa\/\",\"name\":\"1PL \u0906\u092f\u091f\u092e \u0930\u093f\u0938\u094d\u092a\u0949\u0928\u094d\u0938 \u0925\u093f\u0905\u0930\u0940\u0938\u0939 \u092a\u094d\u0930\u092e\u093e\u0923\u0940\u0915\u0943\u0924 \u091f\u0947\u0938\u094d\u091f\u092e\u0927\u094d\u092f\u0947 \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u0902\u091a\u094d\u092f\u093e \u0938\u094d\u0915\u094b\u0905\u0930\u091a\u093e \u0905\u0902\u0926\u093e\u091c \u0932\u093e\u0935\u0923\u0947 - EMBIBE - The most powerful AI-powered learning platform\",\"isPartOf\":{\"@id\":\"https:\/\/www.embibe.com\/in-mr\/#website\"},\"datePublished\":\"2022-02-21T13:17:24+00:00\",\"dateModified\":\"2023-12-15T06:31:43+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/www.embibe.com\/in-mr\/artificial-intelligence-ai-in-education\/1pl-%e0%a4%86%e0%a4%af%e0%a4%9f%e0%a4%ae-%e0%a4%b0%e0%a4%bf%e0%a4%b8%e0%a5%8d%e0%a4%aa%e0%a5%89%e0%a4%a8%e0%a5%8d%e0%a4%b8-%e0%a4%a5%e0%a4%bf%e0%a4%85%e0%a4%b0%e0%a5%80%e0%a4%b8%e0%a4%b9-%e0%a4%aa\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.embibe.com\/in-mr\/artificial-intelligence-ai-in-education\/1pl-%e0%a4%86%e0%a4%af%e0%a4%9f%e0%a4%ae-%e0%a4%b0%e0%a4%bf%e0%a4%b8%e0%a5%8d%e0%a4%aa%e0%a5%89%e0%a4%a8%e0%a5%8d%e0%a4%b8-%e0%a4%a5%e0%a4%bf%e0%a4%85%e0%a4%b0%e0%a5%80%e0%a4%b8%e0%a4%b9-%e0%a4%aa\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.embibe.com\/in-mr\/artificial-intelligence-ai-in-education\/1pl-%e0%a4%86%e0%a4%af%e0%a4%9f%e0%a4%ae-%e0%a4%b0%e0%a4%bf%e0%a4%b8%e0%a5%8d%e0%a4%aa%e0%a5%89%e0%a4%a8%e0%a5%8d%e0%a4%b8-%e0%a4%a5%e0%a4%bf%e0%a4%85%e0%a4%b0%e0%a5%80%e0%a4%b8%e0%a4%b9-%e0%a4%aa\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.embibe.com\/in-mr\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"1PL \u0906\u092f\u091f\u092e \u0930\u093f\u0938\u094d\u092a\u0949\u0928\u094d\u0938 \u0925\u093f\u0905\u0930\u0940\u0938\u0939 \u092a\u094d\u0930\u092e\u093e\u0923\u0940\u0915\u0943\u0924 \u091f\u0947\u0938\u094d\u091f\u092e\u0927\u094d\u092f\u0947 \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u0902\u091a\u094d\u092f\u093e \u0938\u094d\u0915\u094b\u0905\u0930\u091a\u093e \u0905\u0902\u0926\u093e\u091c \u0932\u093e\u0935\u0923\u0947\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.embibe.com\/in-mr\/#website\",\"url\":\"https:\/\/www.embibe.com\/in-mr\/\",\"name\":\"EMBIBE - The most powerful AI-powered learning platform\",\"description\":\"Just another WordPress site\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.embibe.com\/in-mr\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"1PL \u0906\u092f\u091f\u092e \u0930\u093f\u0938\u094d\u092a\u0949\u0928\u094d\u0938 \u0925\u093f\u0905\u0930\u0940\u0938\u0939 \u092a\u094d\u0930\u092e\u093e\u0923\u0940\u0915\u0943\u0924 \u091f\u0947\u0938\u094d\u091f\u092e\u0927\u094d\u092f\u0947 \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u0902\u091a\u094d\u092f\u093e \u0938\u094d\u0915\u094b\u0905\u0930\u091a\u093e \u0905\u0902\u0926\u093e\u091c \u0932\u093e\u0935\u0923\u0947 - EMBIBE - The most powerful AI-powered learning platform","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.embibe.com\/in-mr\/artificial-intelligence-ai-in-education\/1pl-\u0906\u092f\u091f\u092e-\u0930\u093f\u0938\u094d\u092a\u0949\u0928\u094d\u0938-\u0925\u093f\u0905\u0930\u0940\u0938\u0939-\u092a\/","og_locale":"en_US","og_type":"article","og_title":"1PL \u0906\u092f\u091f\u092e \u0930\u093f\u0938\u094d\u092a\u0949\u0928\u094d\u0938 \u0925\u093f\u0905\u0930\u0940\u0938\u0939 \u092a\u094d\u0930\u092e\u093e\u0923\u0940\u0915\u0943\u0924 \u091f\u0947\u0938\u094d\u091f\u092e\u0927\u094d\u092f\u0947 \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u0902\u091a\u094d\u092f\u093e \u0938\u094d\u0915\u094b\u0905\u0930\u091a\u093e \u0905\u0902\u0926\u093e\u091c \u0932\u093e\u0935\u0923\u0947 - EMBIBE - The most powerful AI-powered learning platform","og_description":"1PL \u0906\u092f\u091f\u092e \u0930\u093f\u0938\u094d\u092a\u0949\u0928\u094d\u0938 \u0925\u093f\u0905\u0930\u0940\u0938\u0939 \u092a\u094d\u0930\u092e\u093e\u0923\u0940\u0915\u0943\u0924 \u091f\u0947\u0938\u094d\u091f\u092e\u0927\u094d\u092f\u0947 \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u0902\u091a\u094d\u092f\u093e \u0938\u094d\u0915\u094b\u0905\u0930\u091a\u093e \u0905\u0902\u0926\u093e\u091c \u0932\u093e\u0935\u0923\u0947 Embibe \u092e\u0927\u094d\u092f\u0947 \u0906\u092e\u094d\u0939\u0940 \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u0902\u0928\u093e \u0936\u093f\u0915\u0923\u094d\u092f\u093e\u091a\u093e \u0938\u093f\u0926\u094d\u0927\u093e\u0902\u0924 \u0906\u0923\u093f \u0936\u093f\u0915\u094d\u0937\u0923 \u0938\u0902\u0936\u094b\u0927\u0928 \u092f\u093e\u0902\u091a\u0947 \u0905\u0902\u0924\u0930\u094d\u0917\u0924 \u091c\u094d\u091e\u093e\u0928 \u0906\u0923\u093f \u092e\u0949\u0921\u0947\u0932\u094d\u0938 \u0938\u092e\u093e\u0935\u093f\u0937\u094d\u091f \u0915\u0930\u0942\u0928 \u0924\u094d\u092f\u093e\u0902\u091a\u094d\u092f\u093e \u092a\u094d\u0930\u092e\u093e\u0923\u0940\u0915\u0943\u0924 \u091f\u0947\u0938\u094d\u091f\u092e\u0927\u0940\u0932 \u0938\u094d\u0915\u094b\u0905\u0930 \u0938\u0941\u0927\u093e\u0930\u0923\u094d\u092f\u093e\u0938 \u092e\u0926\u0924 \u0915\u0930\u0924\u094b. \u0906\u092f\u091f\u092e \u0930\u093f\u0938\u094d\u092a\u0949\u0928\u094d\u0938 \u0925\u093f\u0905\u0930\u0940 1, 2] \u0928\u093e\u0935\u093e\u091a\u094d\u092f\u093e \u0905\u0936\u093e\u091a \u092e\u094b\u0920\u094d\u092f\u093e \u092a\u094d\u0930\u092e\u093e\u0923\u093e\u0935\u0930 \u0935\u093e\u092a\u0930\u0932\u094d\u092f\u093e \u091c\u093e\u0923\u093e\u0931\u094d\u092f\u093e \u092e\u0949\u0921\u0947\u0932\u092e\u0927\u094d\u092f\u0947 \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u091a\u094d\u092f\u093e \u0915\u094c\u0936\u0932\u094d\u092f\u093e\u091a\u0940 \u0915\u093f\u0902\u0935\u093e \u0915\u094d\u0937\u092e\u0924\u0947\u091a\u0940 \u092a\u093e\u0924\u0933\u0940 \u0924\u0938\u0947\u091a \u092a\u094d\u0930\u092f\u0924\u094d\u0928 \u0915\u0947\u0932\u0947\u0932\u094d\u092f\u093e \u092a\u094d\u0930\u0936\u094d\u0928\u093e\u091a\u0940 \u0915\u093e\u0920\u093f\u0923\u094d\u092f \u092a\u093e\u0924\u0933\u0940 \u092f\u093e\u091a\u093e \u0905\u0902\u0926\u093e\u091c \u0918\u0947\u090a\u0928 \u090f\u0916\u093e\u0926\u094d\u092f\u093e \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u0932\u093e \u092a\u094d\u0930\u0936\u094d\u0928\u093e\u091a\u0947 \u092f\u094b\u0917\u094d\u092f \u0909\u0924\u094d\u0924\u0930 \u0926\u0947\u0923\u094d\u092f\u093e\u091a\u093e \u0905\u0902\u0926\u093e\u091c \u0932\u093e\u0935\u0932\u093e \u091c\u093e\u0924\u094b. \u0939\u0947 \u092a\u094d\u0930\u0925\u092e\u0924\u0903 1960 \u091a\u094d\u092f\u093e \u0926\u0936\u0915\u093e\u0924 \u092a\u094d\u0930\u0938\u094d\u0924\u093e\u0935\u093f\u0924 \u0915\u0930\u0923\u094d\u092f\u093e\u0924 \u0906\u0932\u0947 \u0939\u094b\u0924\u0947 \u0906\u0923\u093f \u092f\u093e\u091a\u0940 \u0905\u0928\u0947\u0915....","og_url":"https:\/\/www.embibe.com\/in-mr\/artificial-intelligence-ai-in-education\/1pl-\u0906\u092f\u091f\u092e-\u0930\u093f\u0938\u094d\u092a\u0949\u0928\u094d\u0938-\u0925\u093f\u0905\u0930\u0940\u0938\u0939-\u092a\/","og_site_name":"EMBIBE - The most powerful AI-powered learning platform","article_modified_time":"2023-12-15T06:31:43+00:00","og_image":[{"url":"https:\/\/stage.embibe.com\/in-mr\/wp-content\/uploads\/2022\/02\/Marathi_18.png"}],"twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"5 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.embibe.com\/in-mr\/artificial-intelligence-ai-in-education\/1pl-%e0%a4%86%e0%a4%af%e0%a4%9f%e0%a4%ae-%e0%a4%b0%e0%a4%bf%e0%a4%b8%e0%a5%8d%e0%a4%aa%e0%a5%89%e0%a4%a8%e0%a5%8d%e0%a4%b8-%e0%a4%a5%e0%a4%bf%e0%a4%85%e0%a4%b0%e0%a5%80%e0%a4%b8%e0%a4%b9-%e0%a4%aa\/","url":"https:\/\/www.embibe.com\/in-mr\/artificial-intelligence-ai-in-education\/1pl-%e0%a4%86%e0%a4%af%e0%a4%9f%e0%a4%ae-%e0%a4%b0%e0%a4%bf%e0%a4%b8%e0%a5%8d%e0%a4%aa%e0%a5%89%e0%a4%a8%e0%a5%8d%e0%a4%b8-%e0%a4%a5%e0%a4%bf%e0%a4%85%e0%a4%b0%e0%a5%80%e0%a4%b8%e0%a4%b9-%e0%a4%aa\/","name":"1PL \u0906\u092f\u091f\u092e \u0930\u093f\u0938\u094d\u092a\u0949\u0928\u094d\u0938 \u0925\u093f\u0905\u0930\u0940\u0938\u0939 \u092a\u094d\u0930\u092e\u093e\u0923\u0940\u0915\u0943\u0924 \u091f\u0947\u0938\u094d\u091f\u092e\u0927\u094d\u092f\u0947 \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u0902\u091a\u094d\u092f\u093e \u0938\u094d\u0915\u094b\u0905\u0930\u091a\u093e \u0905\u0902\u0926\u093e\u091c \u0932\u093e\u0935\u0923\u0947 - EMBIBE - The most powerful AI-powered learning platform","isPartOf":{"@id":"https:\/\/www.embibe.com\/in-mr\/#website"},"datePublished":"2022-02-21T13:17:24+00:00","dateModified":"2023-12-15T06:31:43+00:00","breadcrumb":{"@id":"https:\/\/www.embibe.com\/in-mr\/artificial-intelligence-ai-in-education\/1pl-%e0%a4%86%e0%a4%af%e0%a4%9f%e0%a4%ae-%e0%a4%b0%e0%a4%bf%e0%a4%b8%e0%a5%8d%e0%a4%aa%e0%a5%89%e0%a4%a8%e0%a5%8d%e0%a4%b8-%e0%a4%a5%e0%a4%bf%e0%a4%85%e0%a4%b0%e0%a5%80%e0%a4%b8%e0%a4%b9-%e0%a4%aa\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.embibe.com\/in-mr\/artificial-intelligence-ai-in-education\/1pl-%e0%a4%86%e0%a4%af%e0%a4%9f%e0%a4%ae-%e0%a4%b0%e0%a4%bf%e0%a4%b8%e0%a5%8d%e0%a4%aa%e0%a5%89%e0%a4%a8%e0%a5%8d%e0%a4%b8-%e0%a4%a5%e0%a4%bf%e0%a4%85%e0%a4%b0%e0%a5%80%e0%a4%b8%e0%a4%b9-%e0%a4%aa\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.embibe.com\/in-mr\/artificial-intelligence-ai-in-education\/1pl-%e0%a4%86%e0%a4%af%e0%a4%9f%e0%a4%ae-%e0%a4%b0%e0%a4%bf%e0%a4%b8%e0%a5%8d%e0%a4%aa%e0%a5%89%e0%a4%a8%e0%a5%8d%e0%a4%b8-%e0%a4%a5%e0%a4%bf%e0%a4%85%e0%a4%b0%e0%a5%80%e0%a4%b8%e0%a4%b9-%e0%a4%aa\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.embibe.com\/in-mr\/"},{"@type":"ListItem","position":2,"name":"1PL \u0906\u092f\u091f\u092e \u0930\u093f\u0938\u094d\u092a\u0949\u0928\u094d\u0938 \u0925\u093f\u0905\u0930\u0940\u0938\u0939 \u092a\u094d\u0930\u092e\u093e\u0923\u0940\u0915\u0943\u0924 \u091f\u0947\u0938\u094d\u091f\u092e\u0927\u094d\u092f\u0947 \u0935\u093f\u0926\u094d\u092f\u093e\u0930\u094d\u0925\u094d\u092f\u093e\u0902\u091a\u094d\u092f\u093e \u0938\u094d\u0915\u094b\u0905\u0930\u091a\u093e \u0905\u0902\u0926\u093e\u091c \u0932\u093e\u0935\u0923\u0947"}]},{"@type":"WebSite","@id":"https:\/\/www.embibe.com\/in-mr\/#website","url":"https:\/\/www.embibe.com\/in-mr\/","name":"EMBIBE - The most powerful AI-powered learning platform","description":"Just another WordPress site","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.embibe.com\/in-mr\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"}]}},"_links":{"self":[{"href":"https:\/\/www.embibe.com\/in-mr\/wp-json\/wp\/v2\/ai\/263"}],"collection":[{"href":"https:\/\/www.embibe.com\/in-mr\/wp-json\/wp\/v2\/ai"}],"about":[{"href":"https:\/\/www.embibe.com\/in-mr\/wp-json\/wp\/v2\/types\/ai"}],"wp:attachment":[{"href":"https:\/\/www.embibe.com\/in-mr\/wp-json\/wp\/v2\/media?parent=263"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}