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1:<\/strong> <strong>1PL IRT \u0986\u09f0\u09cd\u09b9\u09bf \u09b8\u09cd\u09a5\u09bf\u09a4\u09bf\u09ae\u09be\u09aa \u0985\u09a8\u09c1\u09ae\u09be\u09a8\u09f0 \u09ac\u09be\u09ac\u09c7<\/strong> <strong>\u09a8\u09bf\u0989\u09f0\u09c7\u09b2 \u09a8\u09c7\u099f\u09f1\u09f0\u09cd\u0995 \u0997\u09be\u0981\u09a5\u09a8\u09bf<\/strong><\/p>\n\n\n\n<p>\u0986\u09ae\u09be\u09f0 \u0986\u09f0\u09cd\u09b9\u09bf\u099f\u09cb \u0995\u09c7\u09f0\u09be\u099a\u09a4 \u098f\u0995 \u0997\u09ad\u09c0\u09f0 \u09a8\u09bf\u0989\u09f0\u09c7\u09b2 \u09a8\u09c7\u099f\u09f1\u09f0\u09cd\u0995 \u09b9\u09bf\u099a\u09be\u09aa\u09c7 \u09f0\u09c2\u09aa\u09be\u09af\u09bc\u09a3 \u0995\u09f0\u09be \u09b9\u09af\u09bc\u0964 \u09a8\u09bf\u0989\u09f0\u09c7\u09b2 \u09a8\u09c7\u099f\u09f1\u09f0\u09cd\u0995 \u09b9\u09bf\u099a\u09be\u09aa\u09c7 \u09b8\u09ae\u09b8\u09cd\u09af\u09be\u099f\u09cb \u0986\u09f0\u09cd\u09b9\u09bf\u0995\u09f0\u09a3 \u0995\u09f0\u09be\u09f0 \u09b8\u09c1\u09ac\u09bf\u09a7\u09be\u09ac\u09cb\u09f0 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\u0995\u09cd\u09b7\u09ae\u09a4\u09be<\/p>\n\n\n\n<p>\u25cf&nbsp; &nbsp; &nbsp; &nbsp; \u0997\u09be\u0981\u09a5\u09a8\u09bf\u099f\u09cb 2PL, 3PL, \u0986\u09f0\u09c1 \u0986\u09a8 \u0985\u09a7\u09bf\u0995 \u09b8\u09cd\u09a5\u09bf\u09a4\u09bf\u09ae\u09be\u09aa \u09a5\u0995\u09be \u09ac\u09b8\u09cd\u09a4\u09c1\u09f0 \u09b8\u0981\u09b9\u09be\u09f0\u09bf \u09a4\u09a4\u09cd\u09a4\u09cd\u09ac \u0986\u09f0\u09cd\u09b9\u09bf\u09b2\u09c8 \u09ac\u09bf\u09b8\u09cd\u09a4\u09be\u09f0 \u0995\u09f0\u09be\u09f0 \u0995\u09cd\u09b7\u09ae\u09a4\u09be<\/p>\n\n\n\n<p>\u0986\u09ae\u09bf \u098f\u0987 \u0986\u09f0\u09cd\u09b9\u09bf\u0995 1PL \u0997\u09ad\u09c0\u09f0 \u09ac\u09b8\u09cd\u09a4\u09c1\u09f0 \u09b8\u0981\u09b9\u09be\u09f0\u09bf \u09a4\u09a4\u09cd\u09a4\u09cd\u09ac \u0986\u09f0\u09cd\u09b9\u09bf \u09ac\u09c1\u09b2\u09bf \u09aa\u09cd\u09f0\u09b8\u0999\u09cd\u0997 \u0995\u09f0\u09cb\u0981\u0964<\/p>\n\n\n\n<p>\u09b8\u09a4\u09cd\u09af\u09be\u09aa\u09a8<\/p>\n\n\n\n<p>\u0986\u09f0\u09cd\u09b9\u09bf 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\u09aa\u09cd\u09f0\u09b6\u09cd\u09a8\u09f0 \u0995\u09a0\u09bf\u09a8\u09a4\u09be \u09ae\u09be\u09a8 -1 \u0986\u09f0\u09c1 1-\u09f0 \u09ae\u09be\u099c\u09a4 \u09b8\u09ae\u09be\u09a8\u09ad\u09be\u09f1\u09c7 \u09b8\u09c3\u09b7\u09cd\u099f\u09bf \u0995\u09f0\u09be \u09b9\u09af\u09bc<\/p>\n\n\n\n<p>\u25cf&nbsp; &nbsp; &nbsp; &nbsp; Pij= i &#8211; j : \u0989\u09aa\u09ad\u09cb\u0995\u09cd\u09a4\u09be\u09f0 \u0995\u09cd\u09b7\u09ae\u09a4\u09be \u0986\u09f0\u09c1 \u09b8\u09be\u09ae\u0997\u09cd\u09f0\u09c0 \u0995\u09a0\u09bf\u09a8\u09a4\u09be \u09ac\u09cd\u09af\u09f1\u09b9\u09be\u09f0 \u0995\u09f0\u09bf \u09b6\u09c1\u09a6\u09cd\u09a7 \u09aa\u09cd\u09f0\u09a4\u09bf\u0995\u09cd\u09f0\u09bf\u09af\u09bc\u09be \u09b8\u09ae\u09cd\u09ad\u09be\u09f1\u09bf\u09a4\u09be \u0997\u09a3\u09a8\u09be \u0995\u09f0\u09be \u09b9\u09af\u09bc (1PL \u09ac\u09b8\u09cd\u09a4\u09c1\u09f0 \u09b8\u0981\u09b9\u09be\u09f0\u09bf \u09a4\u09a4\u09cd\u09a4\u09cd\u09ac \u09b8\u09ae\u09c0\u0995\u09f0\u09a3 \u09ac\u09cd\u09af\u09f1\u09b9\u09be\u09f0 \u0995\u09f0\u09bf)<\/p>\n\n\n\n<p>\u25cf&nbsp; &nbsp; &nbsp; &nbsp; yijk Bern(Pij): \u09a6\u09cd\u09ac\u09bf\u09ae\u09c2\u09b2 \u09aa\u09cd\u09f0\u09a4\u09bf\u0995\u09cd\u09f0\u09bf\u09af\u09bc\u09be (\u09b6\u09c1\u09a6\u09cd\u09a7, \u09ad\u09c1\u09b2) \u09a8\u09ae\u09c1\u09a8\u09be\u0995\u09f0\u09a3 \u0995\u09f0\u09be \u09b9\u09af\u09bc \u09ac\u09be\u09f0\u09cd\u09a3&#8217;\u09b2\u09bf\u09f0 \u09ac\u09bf\u09a4\u09f0\u09a3\u09f0 \u09aa\u09f0\u09be \u09b8\u09ab\u09b2\u09a4\u09be \u09b8\u09ae\u09cd\u09ad\u09be\u09f1\u09bf\u09a4\u09be Pij \u09b9\u09c8\u099b\u09c7, \u09af\u2019\u09a4 \u09aa\u09cd\u09f0\u09a4\u09bf \u09b8\u09be\u09ae\u0997\u09cd\u09f0\u09c0 \u09aa\u09cd\u09f0\u09a4\u09bf \u09b6\u09bf\u0995\u09cd\u09b7\u09be\u09f0\u09cd\u09a5\u09c0 \u09aa\u09cd\u09f0\u09a4\u09bf\u0995\u09cd\u09f0\u09bf\u09af\u09bc\u09be\u09f0 \u09b8\u0982\u0996\u09cd\u09af\u09be \u09b8\u09b2\u09a8\u09bf \u0995\u09f0\u09bf\u09ac \u09aa\u09f0\u09be \u09af\u09be\u09af\u09bc\u0964<\/p>\n\n\n\n<p>\u0986\u09ae\u09bf 100\u099f\u09be \u09aa\u09cd\u09f0\u09b6\u09cd\u09a8, 100\u099c\u09a8 \u09b6\u09bf\u0995\u09cd\u09b7\u09be\u09f0\u09cd\u09a5\u09c0 \u0985\u09a8\u09c1\u0995\u09be\u09f0 \u0995\u09f0\u09bf\u099b\u09cb\u0981, \u098f\u099f\u09be \u09aa\u09cd\u09f0\u09a4\u09bf\u0995\u09cd\u09f0\u09bf\u09af\u09bc\u09be \u09aa\u09cd\u09f0\u09a4\u09bf\u099c\u09a8 \u09b6\u09bf\u0995\u09cd\u09b7\u09be\u09f0\u09cd\u09a5\u09c0\u09f0, \u09aa\u09cd\u09f0\u09a4\u09bf\u099f\u09cb \u09aa\u09cd\u09f0\u09b6\u09cd\u09a8\u09f0 \u09ac\u09be\u09ac\u09c7\u0964<\/p>\n\n\n\n<p>\u0986\u09ae\u09bf 1PL \u0997\u09ad\u09c0\u09f0 \u09ac\u09b8\u09cd\u09a4\u09c1\u09f0 \u09b8\u0981\u09b9\u09be\u09f0\u09bf \u09a4\u09a4\u09cd\u09a4\u09cd\u09ac \u0986\u09f0\u09cd\u09b9\u09bf \u0985\u09a8\u09c1\u0995\u09be\u09f0 \u09a4\u09a5\u09cd\u09af \u0997\u09cb\u099f\u09f0 \u09b8\u09c8\u09a4\u09c7 \u0996\u09be\u09aa \u0996\u09be\u09af\u09bc\u0964 \u09a8\u09bf\u0989\u09f0\u09c7\u09b2 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\u0989\u09aa\u09ad\u09cb\u0995\u09cd\u09a4\u09be\u0987 (i) \u098f\u099f\u09be \u09b8\u09be\u09ae\u0997\u09cd\u09f0\u09c0\u09f0 (j) \u09aa\u09cd\u09f0\u09a4\u09bf \u09aa\u09cd\u09f0\u09a4\u09bf\u0995\u09cd\u09f0\u09bf\u09af\u09bc\u09be \u0995\u09f0\u09be\u09f0 \u09b8\u09ae\u09cd\u09ad\u09be\u09f1\u09a8\u09be (Pij) \u09aa\u09cd\u09f0\u09ad\u09be\u09f1\u09bf\u09a4 \u0995\u09f0\u09be\u09f0 \u09ac\u09be\u09ac\u09c7 \u0997\u09c1\u09f0\u09c1\u09a4\u09cd\u09ac\u09aa\u09c2\u09f0\u09cd\u09a3\u0964<\/p>\n\n\n\n<p>\u0985\u09a7\u09bf \u09b8\u09cd\u09a5\u09bf\u09a4\u09bf\u09ae\u09be\u09aa: \u09a4\u09b2\u09a4 \u09a6\u09bf\u09af\u09bc\u09be \u09a1\u09bf\u09ab\u09b2\u09cd\u099f \u09b8\u09cd\u09a5\u09bf\u09a4\u09bf \u09ac\u09cd\u09af\u09f1\u09b9\u09be\u09f0 \u0995\u09f0\u09be \u09b9\u09af\u09bc \u09aa\u09cd\u09f0\u09a4\u09bf\u099f\u09cb \u0998\u09a8 \u09b8\u09cd\u09a4\u09f0\u09a4<\/p>\n\n\n\n<p>\u25cf&nbsp; &nbsp; &nbsp; &nbsp; \u0995\u09be\u09f0\u09cd\u09a8\u09c7\u09b2 \u0986\u09f0\u09c1 \u09ac\u09be\u09af\u09bc\u09be\u099a \u0987\u09a8\u09bf\u099a\u09bf\u09af\u09bc\u09c7\u09b2\u09be\u0987\u099c\u09be\u09f0: Normal (0,1)<\/p>\n\n\n\n<p>\u25cf&nbsp; &nbsp; &nbsp; &nbsp; l1\/l2 \u09f0\u09c7\u0997\u09c1\u09b2\u09be\u09f0\u09be\u0987\u099c\u09c7\u099a\u09a8: l_1=0, l_2=0<\/p>\n\n\n\n<p>\u25cf&nbsp; &nbsp; &nbsp; &nbsp; \u0995\u09cd\u09f0\u09bf\u09af\u09bc\u09be \u09f0\u09c7\u0997\u09c1\u09b2\u09be\u09f0\u09be\u0987\u099c\u09be\u09f0: l_1=0, l_2=0<\/p>\n\n\n\n<p>\u0993\u09aa\u09f0\u09f0 \u09b8\u09cd\u09a5\u09bf\u09a4\u09bf \u09a1\u09c7\u09ad\u09c7\u09b2\u2019\u09aa\u09be\u09f0 \u098f\u0997\u09f0\u09be\u0995\u09c0\u09af\u09bc\u09c7 \u09b8\u09b2\u09a8\u09bf \u0995\u09f0\u09bf\u09ac \u09aa\u09be\u09f0\u09c7 \u09ac\u09be \u09b6\u09cd\u09f0\u09c7\u09b7\u09cd\u09a0 \u0997\u09a0\u09a8 \u0985\u09f0\u09cd\u099c\u09a8 \u0995\u09f0\u09bf\u09ac \u09aa\u09be\u09f0\u09c7 \u09b8\u09cd\u09a5\u09bf\u09a4\u09bf\u09f0 \u09b8\u09cd\u09a5\u09be\u09a8\u09a4 \u09b8\u09a8\u09cd\u09a7\u09be\u09a8 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\u0995\u09a0\u09bf\u09a8\u09a4\u09be \u09ac\u09a8\u09be\u09ae \u09aa\u09cd\u09f0\u0995\u09c3\u09a4 \u0995\u09a0\u09bf\u09a8\u09a4\u09be \u09b8\u09cd\u09a4\u09f0, 0.9857 \u09aa\u09bf\u09af\u09bc\u09be\u09f0\u099a\u09a8 \u09b8\u09b9-\u09b8\u09ae\u09cd\u09aa\u09f0\u09cd\u0995 \u09b8\u09b9\u0997 \u09b8\u09c8\u09a4\u09c7\u0964<\/p>\n\n\n\n<p>\u25cf&nbsp; &nbsp; &nbsp; &nbsp; \u0986\u09a8\u09c1\u09ae\u09be\u09a8\u09bf\u0995 \u0995\u09cd\u09b7\u09ae\u09a4\u09be \u09ac\u09a8\u09be\u09ae \u09aa\u09cd\u09f0\u0995\u09c3\u09a4 \u0995\u09cd\u09b7\u09ae\u09a4\u09be \u09b8\u09cd\u09a4\u09f0, 0.9954 \u09aa\u09bf\u09af\u09bc\u09be\u09f0\u099a\u09a8 \u09b8\u09b9-\u09b8\u09ae\u09cd\u09aa\u09f0\u09cd\u0995 \u09b8\u09b9\u0997 \u09b8\u09c8\u09a4\u09c7\u0964<\/p>\n\n\n\n<p>\u25cf&nbsp; &nbsp; &nbsp; &nbsp; \u0986\u09a8\u09c1\u09ae\u09be\u09a8\u09bf\u0995 \u09b8\u09ae\u09cd\u09ad\u09be\u09f1\u09bf\u09a4\u09be \u09aa\u09cd\u09f0\u09a4\u09bf\u099f\u09cb \u09aa\u09cd\u09f0\u09b6\u09cd\u09a8 \u09b6\u09c1\u09a6\u09cd\u09a7\u0995\u09c8 \u0989\u09a4\u09cd\u09a4\u09f0 \u09a6\u09bf\u09af\u09bc\u09be \u09ac\u09a8\u09be\u09ae \u09aa\u09cd\u09f0\u0995\u09c3\u09a4 \u09b8\u09ae\u09cd\u09ad\u09be\u09f1\u09bf\u09a4\u09be, 0.9926 \u09aa\u09bf\u09af\u09bc\u09be\u09f0\u099a\u09a8 \u09b8\u09b9-\u09b8\u09ae\u09cd\u09aa\u09f0\u09cd\u0995 \u09b8\u09b9\u0997 \u09b8\u09c8\u09a4\u09c7\u0964<\/p>\n\n\n\n<p>\u0997\u09ad\u09c0\u09f0 \u09ac\u09b8\u09cd\u09a4\u09c1\u09f0 \u09b8\u0981\u09b9\u09be\u09f0\u09bf \u09a4\u09a4\u09cd\u09a4\u09cd\u09ac \u0986\u09f0\u09cd\u09b9\u09bf\u09f0 \u09aa\u09f0\u09be \u09af\u09bf 1PL \u09a4\u09a5\u09cd\u09af\u09f0 \u0993\u09aa\u09f0\u09a4 \u09aa\u09cd\u09f0\u09b6\u09bf\u0995\u09cd\u09b7\u09bf\u09a4, 1PL DIRT \u0986\u09f0\u09cd\u09b9\u09bf\u09f0 log \u09b8\u09ae\u09cd\u09ad\u09be\u09f1\u09a8\u09be \u09b9\u09c8\u099b\u09c7 0.587\u0964<\/p>\n\n\n\n<p>\u0986\u09ae\u09bf \u09a6\u09c7\u0996\u09be \u09aa\u09be\u0987\u099b\u09cb\u0981, \u09af\u09c7 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src=\"https:\/\/indicmicrosites-assets.embibe.com\/in-as\/wp-content\/uploads\/2022\/06\/08095329\/Predicting-student-scores.webp\" alt=\"\"\/><\/figure>\n\n\n\n<p><strong>\u099a\u09bf\u09a4\u09cd\u09f0 1: \u09aa\u09cd\u09f0\u0995\u09c3\u09a4 \u09ac\u09a8\u09be\u09ae \u09b2\u09ac\u09cd\u09a7 \u0995\u09c7\u09f0\u09be\u099b \u09a8\u09ae\u09c1\u09a8\u09be\u09f0 \u0995\u09be\u09a0\u09bf\u09a8\u09cd\u09af \u0986\u09f0\u09c1 \u09b8\u0995\u09cd\u09b7\u09ae\u09a4\u09be\u09f0 \u0986\u09a8\u09cd\u09a4\u0983\u09b8\u09ae\u09cd\u09aa\u09f0\u09cd\u0995\u09f0 \u09ac\u09bf\u0995\u09cd\u09b7\u09c7\u09aa\u09a3 \u099a\u09bf\u09a4\u09cd\u09f0<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/indicmicrosites-assets.embibe.com\/in-as\/wp-content\/uploads\/2022\/06\/08095648\/Predicting-Student-Score.png\" alt=\"\"\/><\/figure>\n\n\n\n<p><strong>\u099a\u09bf\u09a4\u09cd\u09f0 2: \u09aa\u09cd\u09f0\u09b6\u09cd\u09a8\u09ac\u09cb\u09f0\u09f0 \u09b8\u09a0\u09bf\u0995 \u0989\u09a4\u09cd\u09a4\u09f0 \u09a6\u09bf\u09af\u09bc\u09be\u09f0 \u09aa\u09cd\u09f0\u0995\u09c3\u09a4 \u09b8\u09ae\u09cd\u09ad\u09be\u09f1\u09a8\u09be \u09ac\u09a8\u09be\u09ae \u0986\u09ae\u09be\u09f0 \u09aa\u09cd\u09f0\u09b6\u09bf\u0995\u09cd\u09b7\u09bf\u09a4 \u0995\u09c7\u09f0\u09be\u099b \u09a8\u09ae\u09c1\u09a8\u09be\u09f0 \u09aa\u09f0\u09be \u09aa\u09cd\u09f0\u09be\u09aa\u09cd\u09a4 \u09b8\u09ae\u09cd\u09ad\u09be\u09f1\u09a8\u09be\u09f0 \u09b9\u09c7\u0995\u09cd\u09b8\u09ac\u09bf\u09a8 \u09b2\u09c7\u0996\u099a\u09bf\u09a4\u09cd\u09f0<\/strong><\/p>\n\n\n\n<p>\u09b8\u09be\u09ae\u09f0\u09a3\u09bf<\/p>\n\n\n\n<p>\u0986\u09ae\u09bf \u09a6\u09c7\u0996\u09c1\u09f1\u09be\u0987\u099b\u09cb\u0981 \u09af\u09c7 \u0985\u09a8\u09c1\u0995\u09be\u09f0\u09f0 \u09ad\u09bf\u09a4\u09cd\u09a4\u09bf\u09a4, 1PL \u09ac\u09b8\u09cd\u09a4\u09c1\u09f0 \u09b8\u0981\u09b9\u09be\u09f0\u09bf \u09a4\u09a4\u09cd\u09a4\u09cd\u09ac \u0986\u09f0\u09cd\u09b9\u09bf \u09f0\u09c2\u09aa\u09be\u09af\u09bc\u09a3 \u0995\u09f0\u09bf\u09ac \u09aa\u09be\u09f0\u09bf \u098f\u0995 \u0997\u09ad\u09c0\u09f0 \u09b6\u09bf\u0995\u09cd\u09b7\u09be \u0986\u09f0\u09cd\u09b9\u09bf\u09f0 \u09af\u09cb\u0997\u09c7\u09a6\u09bf\u0964 \u09ac\u09b8\u09cd\u09a4\u09c1\u09f0 \u09b8\u0981\u09b9\u09be\u09f0\u09bf \u09a4\u09a4\u09cd\u09a4\u09cd\u09ac \u09b8\u09cd\u09a5\u09bf\u09a4\u09bf\u09ae\u09be\u09aa \u09ac\u09cd\u09af\u09f1\u09b9\u09be\u09f0 \u0995\u09f0\u09bf, \u0986\u09ae\u09bf \u09b6\u09bf\u0995\u09cd\u09b7\u09be\u09f0\u09cd\u09a5\u09c0\u09f0 \u0995\u09cd\u09b7\u09ae\u09a4\u09be \u0986\u09f0\u09c1 \u09aa\u09cd\u09f0\u09b6\u09cd\u09a8\u09f0 \u0995\u09a0\u09bf\u09a8\u09a4\u09be \u09b8\u09cd\u09a4\u09f0\u09f0 \u098f\u0995 \u09ad\u09be\u09b2 \u0985\u09a8\u09c1\u09ae\u09be\u09a8 \u09aa\u09be\u09ac \u09aa\u09be\u09f0\u09cb\u0981 \u0986\u09ae\u09be\u09f0 1PL \u09ac\u09b8\u09cd\u09a4\u09c1\u09f0 \u09b8\u0981\u09b9\u09be\u09f0\u09bf \u09a4\u09a4\u09cd\u09a4\u09cd\u09ac \u09ad\u09bf\u09a4\u09cd\u09a4\u09bf\u0995 \u0986\u09f0\u09cd\u09b9\u09bf \u09ac\u09cd\u09af\u09f1\u09b9\u09be\u09f0 \u0995\u09f0\u09bf\u0964 \u098f\u0987 \u0985\u09a8\u09c1\u09ae\u09be\u09a8\u09ac\u09cb\u09f0\u0995, \u0986\u0997\u09b2\u09c8, \u09ac\u09cd\u09af\u09f1\u09b9\u09be\u09f0 \u0995\u09f0\u09bf\u09ac \u09aa\u09be\u09f0\u09bf \u0985\u09ad\u09bf\u09af\u09cb\u099c\u09c0 \u09aa\u09f0\u09c0\u0995\u09cd\u09b7\u09be \u09b8\u09c3\u09b7\u09cd\u099f\u09bf, \u09b2\u0995\u09cd\u09b7\u09cd\u09af \u09a8\u09bf\u09f0\u09cd\u09a7\u09be\u09f0\u09a3 \u0986\u09f0\u09c1 \u0986\u09a8 \u09a4\u09b2 \u09b6\u09be\u09f0\u09c0\u09f0 \u09aa\u09cd\u09f0\u0995\u09cd\u09f0\u09bf\u09af\u09bc\u09be\u09a4\u0964<\/p>\n\n\n\n<p>\u09aa\u09cd\u09f0\u09b8\u0999\u09cd\u0997<\/p>\n\n\n\n<ol>\n<li>Frank B. Baker. \u201cThe basics of item response theory.\u201d ERIC, USA, 2001<\/li>\n\n\n\n<li>Wikipedia. Item Response Theory https:\/\/en.wikipedia.org\/wiki\/Item_response_theory<\/li>\n\n\n\n<li>Georg Rasch. &#8220;Studies in mathematical psychology: I. Probabilistic models for some intelligence and attainment tests.&#8221; 1960.<\/li>\n\n\n\n<li>Keras Deep Learning framework: Keras<\/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 \u09ac\u09b8\u09cd\u09a4\u09c1\u09f0 \u09b8\u0981\u09b9\u09be\u09f0\u09bf \u09a4\u09a4\u09cd\u09a4\u09cd\u09ac\u09f0 \u09b8\u09c8\u09a4\u09c7 \u09ae\u09be\u09a8\u0995 \u09aa\u09f0\u09c0\u0995\u09cd\u09b7\u09be\u09a4 \u09b6\u09bf\u0995\u09cd\u09b7\u09be\u09f0\u09cd\u09a5\u09c0\u09f0 \u09a8\u09ae\u09cd\u09ac\u09f0 \u09aa\u09c2\u09f0\u09cd\u09ac\u09be\u09a8\u09c1\u09ae\u09be\u09a8 \u0995\u09f0\u09be - 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-as\/artificial-intelligence-ai-in-education\/1pl-\u09ac\u09b8\u09cd\u09a4\u09c1\u09f0-\u09b8\u0981\u09b9\u09be\u09f0\u09bf-\u09a4\u09a4\u09cd\u09a4\u09cd\u09ac\u09f0-\u09b8\u09c8\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"1pl \u09ac\u09b8\u09cd\u09a4\u09c1\u09f0 \u09b8\u0981\u09b9\u09be\u09f0\u09bf \u09a4\u09a4\u09cd\u09a4\u09cd\u09ac\u09f0 \u09b8\u09c8\u09a4\u09c7 \u09ae\u09be\u09a8\u0995 \u09aa\u09f0\u09c0\u0995\u09cd\u09b7\u09be\u09a4 \u09b6\u09bf\u0995\u09cd\u09b7\u09be\u09f0\u09cd\u09a5\u09c0\u09f0 \u09a8\u09ae\u09cd\u09ac\u09f0 \u09aa\u09c2\u09f0\u09cd\u09ac\u09be\u09a8\u09c1\u09ae\u09be\u09a8 \u0995\u09f0\u09be - 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