{"id":15000,"date":"2025-06-27T11:44:05","date_gmt":"2025-06-27T09:44:05","guid":{"rendered":"https:\/\/www.univ-tebessa.dz\/arab\/?p=15000"},"modified":"2025-07-01T12:04:55","modified_gmt":"2025-07-01T10:04:55","slug":"%d8%ac%d8%a7%d9%85%d8%b9%d8%a9-%d8%a7%d9%84%d8%b4%d9%87%d9%8a%d8%af-%d8%a7%d9%84%d8%b4%d9%8a%d8%ae-%d8%a7%d9%84%d8%b9%d8%b1%d8%a8%d9%8a-%d8%a7%d9%84%d8%aa%d8%a8%d8%b3%d9%8a-%d8%aa%d8%a8","status":"publish","type":"post","link":"https:\/\/www.univ-tebessa.dz\/arab\/15000\/","title":{"rendered":"\u062c\u0627\u0645\u0639\u0629 \u0627\u0644\u0634\u0647\u064a\u062f \u0627\u0644\u0634\u064a\u062e \u0627\u0644\u0639\u0631\u0628\u064a \u0627\u0644\u062a\u0628\u0633\u064a \u2013 \u062a\u0628\u0633\u0629 \u062a\u062d\u062a\u0636\u0646 \u0645\u062f\u0631\u0633\u0629 \u0635\u064a\u0641\u064a\u0629 \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0639\u0644\u0648\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a"},"content":{"rendered":"<div class=\"html-div xdj266r x14z9mp xat24cr x1lziwak xexx8yu xyri2b x18d9i69 x1c1uobl\">\n<div class=\"html-div xdj266r x14z9mp xat24cr x1lziwak xexx8yu xyri2b x18d9i69 x1c1uobl\" dir=\"auto\">\n<div class=\"html-div xdj266r x14z9mp xat24cr x1lziwak xexx8yu xyri2b x18d9i69 x1c1uobl\" data-ad-rendering-role=\"story_message\">\n<div id=\"_r_17a_\" class=\"x1l90r2v x1iorvi4 x1g0dm76 xpdmqnj\" data-ad-comet-preview=\"message\" data-ad-preview=\"message\">\n<div class=\"x78zum5 xdt5ytf xz62fqu x16ldp7u\">\n<div class=\"xu06os2 x1ok221b\">\n<div class=\"html-div xdj266r x14z9mp xat24cr x1lziwak xexx8yu xyri2b x18d9i69 x1c1uobl\">\n<div class=\"x14z9mp xat24cr x1lziwak x1vvkbs xtlvy1s x126k92a\">\n<h2 dir=\"auto\">\u0639\u0644\u0649 \u0645\u062f\u0627\u0631 \u064a\u0648\u0645\u064a\u0646 \u0643\u0627\u0645\u0644\u064a\u0646 21 \u0648 22 \u062c\u0648\u0627\u0646 2025.<\/h2>\n<\/div>\n<h2 dir=\"auto\">\u0646\u0638\u0645 \u0645\u062e\u0628\u0631 \u0627\u0644\u0631\u0624\u064a\u0629 \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a <span class=\"html-span xdj266r x14z9mp xat24cr x1lziwak xexx8yu xyri2b x18d9i69 x1c1uobl x1hl2dhg x16tdsg8 x1vvkbs\"><a class=\"x1i10hfl xjbqb8w x1ejq31n x18oe1m7 x1sy0etr xstzfhl x972fbf x10w94by x1qhh985 x14e42zd x9f619 x1ypdohk xt0psk2 xe8uvvx xdj266r x14z9mp xat24cr x1lziwak xexx8yu xyri2b x18d9i69 x1c1uobl x16tdsg8 x1hl2dhg xggy1nq x1a2a7pz xkrqix3 x1sur9pj x1fey0fg x1s688f\" role=\"link\" href=\"https:\/\/www.facebook.com\/hashtag\/lavia?__eep__=6&amp;__cft__[0]=AZV68QwTHBfBq_1BVq5EtTPR3kIohCLu82tOHxV-LC4UhwpL5BTBK025Pz2tGmTibHZEGcKU-4FiJ0Gytewt7KEileO-xR8VrjF0dCJFG-whEXDALuj7QiDC_SkxtG1dfoEB8ULNi6rQrswTZa98o4tT4wxZbaUf3239fqaqdVsfMSx-OBWt97j9EpJBznpmFVkdr13ODbZ-xgOJ18aTF9zf&amp;__tn__=*NK-R\">#Lavia<\/a><\/span> \u0628\u0643\u0644\u064a\u0629 \u0627\u0644\u0639\u0644\u0648\u0645 \u0627\u0644\u062f\u0642\u064a\u0642\u0629 \u0648\u0639\u0644\u0648\u0645 \u0627\u0644\u0637\u0628\u064a\u0639\u0629 \u0648\u0627\u0644\u062d\u064a\u0627\u0629 \u0628\u062c\u0627\u0645\u0639\u0629 \u0627\u0644\u0634\u0647\u064a\u062f \u0627\u0644\u0634\u064a\u062e \u0627\u0644\u0639\u0631\u0628\u064a \u0627\u0644\u062a\u0628\u0633\u064a \u2013 \u062a\u0628\u0633\u0629\u060c \u0627\u0644\u0645\u062f\u0631\u0633\u0629 \u0627\u0644\u0635\u064a\u0641\u064a\u0629 \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0639\u0644\u0648\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0627\u0644\u0645\u0648\u062c\u0647\u0629 \u062d\u0635\u0631\u064a\u064b\u0627 \u0644\u0637\u0644\u0628\u0629 \u0627\u0644\u062f\u0643\u062a\u0648\u0631\u0627\u0647 \u0648\u0627\u0644\u0628\u0627\u062d\u062b\u064a\u0646 \u0627\u0644\u0631\u0627\u063a\u0628\u064a\u0646 \u0641\u064a \u062a\u0639\u0632\u064a\u0632 \u0645\u0639\u0627\u0631\u0641\u0647\u0645 \u0648\u0645\u0647\u0627\u0631\u0627\u062a\u0647\u0645 \u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629.<\/h2>\n<h2 dir=\"auto\">\u0627\u0645\u062a\u062f \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0639\u0644\u0649 \u0645\u062f\u0627\u0631 \u064a\u0648\u0645\u064a\u0646 \u0645\u0643\u062b\u0641\u064a\u0646\u060c \u062c\u0645\u0639 \u0628\u064a\u0646 \u0627\u0644\u062a\u0643\u0648\u064a\u0646 \u0627\u0644\u0646\u0638\u0631\u064a \u0648\u0627\u0644\u062a\u0637\u0628\u064a\u0642\u064a\u060c \u0648\u0627\u0631\u062a\u0643\u0632 \u0639\u0644\u0649 \u0645\u062d\u062a\u0648\u0649 \u0645\u0639\u062a\u0645\u062f \u062f\u0648\u0644\u064a\u064b\u0627 \u0636\u0645\u0646 \u0628\u0631\u0646\u0627\u0645\u062c &#8220;Fundamentals of Deep Learning&#8221; \u0627\u0644\u0645\u0642\u062f\u0645 \u0645\u0646 \u0634\u0631\u0643\u0629 NVIDIA. \u0623\u0634\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u062f\u0648\u0631\u0629 \u062f. \u0639\u0627\u0645\u0631 \u0628\u0646 \u0635\u0641\u064a\u0629\u060c \u0633\u0641\u064a\u0631 NVIDIA \u0627\u0644\u0623\u0643\u0627\u062f\u064a\u0645\u064a \u0628\u062c\u0627\u0645\u0639\u0629 HCT.<\/h2>\n<h2 dir=\"auto\">\u062a\u0645 \u062a\u0646\u0638\u064a\u0645 \u0627\u0644\u062a\u0643\u0648\u064a\u0646 \u062d\u0636\u0648\u0631\u064a\u064b\u0627 \u0628\u0642\u0637\u0628 \u0628\u0648\u0644\u062d\u0627\u0641 \u0627\u0644\u062f\u064a\u0631 \u2013 \u0627\u0644\u0634\u0647\u064a\u062f \u062f\u0631\u064a\u062f \u0639\u0628\u062f \u0627\u0644\u0645\u062c\u064a\u062f\u060c \u0645\u0639 \u062f\u0639\u0645 \u062a\u0642\u0646\u064a \u0639\u0646 \u0628\u064f\u0639\u062f \u0645\u0646 \u0645\u0642\u0631\u064a \u062f\u0627\u0631 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0645\u062e\u0628\u0631 \u0627\u0644\u0631\u0624\u064a\u0629 \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a. \u062e\u0644\u0627\u0644 \u0627\u0644\u062f\u0648\u0631\u0629\u060c \u062a\u0645\u0643\u0646 \u0627\u0644\u0645\u0634\u0627\u0631\u0643\u0648\u0646 \u0645\u0646:<\/h2>\n<h2 dir=\"auto\">\u062a\u0635\u0645\u064a\u0645 \u0648\u062a\u062f\u0631\u064a\u0628 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0625\u0637\u0627\u0631 \u0627\u0644\u0639\u0645\u0644 PyTorch\u061b<\/h2>\n<h2 dir=\"auto\">\u0641\u0647\u0645 \u0645\u0639\u0645\u0627\u0631\u064a\u0627\u062a \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629\u060c \u0648\u062f\u0648\u0627\u0644 \u0627\u0644\u062e\u0637\u0623\u060c \u0648\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u062d\u0633\u064a\u0646\u061b<\/h2>\n<h2 dir=\"auto\">\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u0642\u0646\u064a\u0627\u062a \u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a (Data Augmentation) \u0644\u062a\u062d\u0633\u064a\u0646 \u0623\u062f\u0627\u0621 \u0627\u0644\u0646\u0645\u0627\u0630\u062c\u061b<\/h2>\n<h2 dir=\"auto\">\u062a\u0637\u0628\u064a\u0642 \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u062a\u062d\u0648\u064a\u0644\u064a (Transfer Learning) \u0644\u062a\u0633\u0631\u064a\u0639 \u0627\u0644\u0646\u062a\u0627\u0626\u062c\u061b<\/h2>\n<h2 dir=\"auto\">\u0627\u0644\u062a\u0639\u0631\u0651\u0641 \u0639\u0644\u0649 \u0645\u0648\u0627\u0636\u064a\u0639 \u0645\u062a\u0642\u062f\u0645\u0629 \u0645\u062b\u0644 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP)\u060c \u0648\u0627\u0644\u0645\u0634\u0641\u0651\u0631\u0627\u062a \u0627\u0644\u0630\u0627\u062a\u064a\u0629 (Autoencoders)\u060c \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0645\u0639\u0632\u0632 (Reinforcement Learning)\u061b<\/h2>\n<h2 dir=\"auto\">\u0625\u0646\u062c\u0627\u0632 \u0645\u0634\u0631\u0648\u0639 \u062a\u0637\u0628\u064a\u0642\u064a \u0646\u0647\u0627\u0626\u064a \u0641\u064a \u062a\u0635\u0646\u064a\u0641 \u0627\u0644\u0635\u0648\u0631.<\/h2>\n<div class=\"x14z9mp xat24cr x1lziwak x1vvkbs xtlvy1s x126k92a\">\n<h2 dir=\"auto\">\u0645\u0644\u0627\u062d\u0638\u0629: \u0646\u0638\u0631\u064b\u0627 \u0644\u0637\u0628\u064a\u0639\u0629 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u0645\u0643\u062b\u0641 \u0648\u0633\u0639\u062a\u0647 \u0627\u0644\u0645\u062d\u062f\u0648\u062f\u0629\u060c \u0641\u0642\u062f \u062a\u0645 \u0627\u0639\u062a\u0645\u0627\u062f \u0639\u062f\u062f \u0645\u062d\u062f\u0648\u062f \u0645\u0646 \u0627\u0644\u0645\u0634\u0627\u0631\u0643\u064a\u0646\u060c \u0645\u0639 \u0625\u0639\u0637\u0627\u0621 \u0627\u0644\u0623\u0648\u0644\u0648\u064a\u0629 \u0644\u0637\u0644\u0628\u0629 \u0627\u0644\u062f\u0643\u062a\u0648\u0631\u0627\u0647 \u0627\u0644\u062c\u062f\u062f.<\/h2>\n<p style=\"text-align: right\"><a href=\"https:\/\/www.univ-tebessa.dz\/arab\/wp-content\/uploads\/sites\/11\/2025\/07\/511267834_1167290205441193_8902535130182654441_n.jpg\"><img fetchpriority=\"high\" decoding=\"async\" class=\"size-medium wp-image-15004 alignright\" src=\"https:\/\/www.univ-tebessa.dz\/arab\/wp-content\/uploads\/sites\/11\/2025\/07\/511267834_1167290205441193_8902535130182654441_n-300x225.jpg\" alt=\"\" width=\"300\" height=\"225\" srcset=\"https:\/\/www.univ-tebessa.dz\/arab\/wp-content\/uploads\/sites\/11\/2025\/07\/511267834_1167290205441193_8902535130182654441_n-300x225.jpg 300w, https:\/\/www.univ-tebessa.dz\/arab\/wp-content\/uploads\/sites\/11\/2025\/07\/511267834_1167290205441193_8902535130182654441_n-768x576.jpg 768w, https:\/\/www.univ-tebessa.dz\/arab\/wp-content\/uploads\/sites\/11\/2025\/07\/511267834_1167290205441193_8902535130182654441_n.jpg 1024w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/a> <a href=\"https:\/\/www.univ-tebessa.dz\/arab\/wp-content\/uploads\/sites\/11\/2025\/07\/511107468_1167290908774456_2401009122282417477_n.jpg\"><img decoding=\"async\" class=\"size-medium wp-image-15003 alignright lazyload\" data-src=\"https:\/\/www.univ-tebessa.dz\/arab\/wp-content\/uploads\/sites\/11\/2025\/07\/511107468_1167290908774456_2401009122282417477_n-300x225.jpg\" alt=\"\" width=\"300\" height=\"225\" data-srcset=\"https:\/\/www.univ-tebessa.dz\/arab\/wp-content\/uploads\/sites\/11\/2025\/07\/511107468_1167290908774456_2401009122282417477_n-300x225.jpg 300w, https:\/\/www.univ-tebessa.dz\/arab\/wp-content\/uploads\/sites\/11\/2025\/07\/511107468_1167290908774456_2401009122282417477_n-768x576.jpg 768w, https:\/\/www.univ-tebessa.dz\/arab\/wp-content\/uploads\/sites\/11\/2025\/07\/511107468_1167290908774456_2401009122282417477_n.jpg 1024w\" data-sizes=\"(max-width: 300px) 100vw, 300px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 300px; --smush-placeholder-aspect-ratio: 300\/225;\" \/><\/a> <a href=\"https:\/\/www.univ-tebessa.dz\/arab\/wp-content\/uploads\/sites\/11\/2025\/07\/511172258_1167291332107747_774018121389714722_n-scaled.jpg\"><img decoding=\"async\" class=\"size-medium wp-image-15002 alignright lazyload\" data-src=\"https:\/\/www.univ-tebessa.dz\/arab\/wp-content\/uploads\/sites\/11\/2025\/07\/511172258_1167291332107747_774018121389714722_n-300x225.jpg\" alt=\"\" width=\"300\" height=\"225\" data-srcset=\"https:\/\/www.univ-tebessa.dz\/arab\/wp-content\/uploads\/sites\/11\/2025\/07\/511172258_1167291332107747_774018121389714722_n-300x225.jpg 300w, https:\/\/www.univ-tebessa.dz\/arab\/wp-content\/uploads\/sites\/11\/2025\/07\/511172258_1167291332107747_774018121389714722_n-1024x768.jpg 1024w, https:\/\/www.univ-tebessa.dz\/arab\/wp-content\/uploads\/sites\/11\/2025\/07\/511172258_1167291332107747_774018121389714722_n-768x576.jpg 768w, https:\/\/www.univ-tebessa.dz\/arab\/wp-content\/uploads\/sites\/11\/2025\/07\/511172258_1167291332107747_774018121389714722_n-1536x1151.jpg 1536w, https:\/\/www.univ-tebessa.dz\/arab\/wp-content\/uploads\/sites\/11\/2025\/07\/511172258_1167291332107747_774018121389714722_n-scaled.jpg 1400w\" data-sizes=\"(max-width: 300px) 100vw, 300px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 300px; --smush-placeholder-aspect-ratio: 300\/225;\" \/><\/a> <a href=\"https:\/\/www.univ-tebessa.dz\/arab\/wp-content\/uploads\/sites\/11\/2025\/07\/511185608_1167291968774350_6550813579366442064_n.jpg\"><img decoding=\"async\" class=\"size-medium wp-image-15001 alignright lazyload\" data-src=\"https:\/\/www.univ-tebessa.dz\/arab\/wp-content\/uploads\/sites\/11\/2025\/07\/511185608_1167291968774350_6550813579366442064_n-300x225.jpg\" alt=\"\" width=\"300\" height=\"225\" data-srcset=\"https:\/\/www.univ-tebessa.dz\/arab\/wp-content\/uploads\/sites\/11\/2025\/07\/511185608_1167291968774350_6550813579366442064_n-300x225.jpg 300w, https:\/\/www.univ-tebessa.dz\/arab\/wp-content\/uploads\/sites\/11\/2025\/07\/511185608_1167291968774350_6550813579366442064_n-768x576.jpg 768w, https:\/\/www.univ-tebessa.dz\/arab\/wp-content\/uploads\/sites\/11\/2025\/07\/511185608_1167291968774350_6550813579366442064_n.jpg 1024w\" data-sizes=\"(max-width: 300px) 100vw, 300px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 300px; --smush-placeholder-aspect-ratio: 300\/225;\" \/><\/a><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div id=\"_r_17b_\" 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data-visualcompletion=\"ignore\"><\/div>\n<\/div>\n<div class=\"x6ikm8r x10wlt62 x10l6tqk\">\n<div class=\"html-div xdj266r x14z9mp xat24cr x1lziwak xexx8yu xyri2b x18d9i69 x1c1uobl x6ikm8r x10wlt62\">\n<div class=\"xqtp20y x6ikm8r x10wlt62 x1n2onr6\">\n<div class=\"x10l6tqk x13vifvy\"><\/div>\n<\/div>\n<div class=\"html-div xdj266r x14z9mp xat24cr x1lziwak xexx8yu xyri2b x18d9i69 x1c1uobl x1nb4dca x1q0q8m5 xso031l x1exxf4d x13fuv20 x178xt8z x1ey2m1c x9f619 xtijo5x x47corl x10l6tqk x1o0tod x13vifvy\"><\/div>\n<\/div>\n<div class=\"x1ey2m1c xtijo5x x1o0tod xg01cxk x47corl x10l6tqk x13vifvy x1ebt8du x19991ni x1dhq9h x1fmog5m xu25z0z x140muxe xo1y3bh\" role=\"none\" data-visualcompletion=\"ignore\"><\/div>\n<\/div>\n<div class=\"x6ikm8r x10wlt62 x10l6tqk\">\n<div class=\"html-div xdj266r x14z9mp xat24cr x1lziwak xexx8yu xyri2b x18d9i69 x1c1uobl x6ikm8r x10wlt62\">\n<div class=\"xqtp20y x6ikm8r x10wlt62 x1n2onr6\">\n<div class=\"x10l6tqk x13vifvy\"><\/div>\n<\/div>\n<div class=\"html-div xdj266r x14z9mp xat24cr x1lziwak xexx8yu xyri2b x18d9i69 x1c1uobl x1nb4dca x1q0q8m5 xso031l x1exxf4d x13fuv20 x178xt8z x1ey2m1c x9f619 xtijo5x x47corl x10l6tqk x1o0tod x13vifvy\"><\/div>\n<\/div>\n<div class=\"x1ey2m1c xtijo5x x1o0tod xg01cxk x47corl x10l6tqk x13vifvy x1ebt8du x19991ni x1dhq9h x1fmog5m xu25z0z x140muxe xo1y3bh\" role=\"none\" data-visualcompletion=\"ignore\"><\/div>\n<\/div>\n<div class=\"x6ikm8r x10wlt62 x10l6tqk\">\n<div class=\"html-div xdj266r x14z9mp xat24cr x1lziwak xexx8yu xyri2b x18d9i69 x1c1uobl x6ikm8r x10wlt62\">\n<div class=\"xqtp20y x6ikm8r x10wlt62 x1n2onr6\">\n<div class=\"x10l6tqk x13vifvy\"><\/div>\n<\/div>\n<div class=\"html-div xdj266r x14z9mp xat24cr x1lziwak xexx8yu xyri2b x18d9i69 x1c1uobl x1nb4dca x1q0q8m5 xso031l x1exxf4d x13fuv20 x178xt8z x1ey2m1c x9f619 xtijo5x x47corl x10l6tqk x1o0tod x13vifvy\"><\/div>\n<\/div>\n<div class=\"x1ey2m1c xtijo5x x1o0tod xg01cxk x47corl x10l6tqk x13vifvy x1ebt8du x19991ni x1dhq9h x1fmog5m xu25z0z x140muxe xo1y3bh\" role=\"none\" data-visualcompletion=\"ignore\"><\/div>\n<\/div>\n<div class=\"x6ikm8r x10wlt62 x10l6tqk\">\n<div class=\"html-div xdj266r x14z9mp xat24cr x1lziwak xexx8yu xyri2b x18d9i69 x1c1uobl x6ikm8r x10wlt62\">\n<div class=\"xqtp20y x6ikm8r x10wlt62 x1n2onr6\"><\/div>\n<\/div>\n<div class=\"x6s0dn4 x18l40ae x1ey2m1c x78zum5 xtijo5x xdt5ytf xl56j7k x47corl x10l6tqk x1o0tod x13vifvy\">\n<div class=\"x17z8epw x579bpy x1s688f x2b8uid\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u0639\u0644\u0649 \u0645\u062f\u0627\u0631 \u064a\u0648\u0645\u064a\u0646 \u0643\u0627\u0645\u0644\u064a\u0646 21 \u0648 22 \u062c\u0648\u0627\u0646 2025. \u0646\u0638\u0645 \u0645\u062e\u0628\u0631 \u0627\u0644\u0631\u0624\u064a\u0629 \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a #Lavia \u0628\u0643\u0644\u064a\u0629 \u0627\u0644\u0639\u0644\u0648\u0645 \u0627\u0644\u062f\u0642\u064a\u0642\u0629 \u0648\u0639\u0644\u0648\u0645 \u0627\u0644\u0637\u0628\u064a\u0639\u0629 \u0648\u0627\u0644\u062d\u064a\u0627\u0629 \u0628\u062c\u0627\u0645\u0639\u0629 \u0627\u0644\u0634\u0647\u064a\u062f \u0627\u0644\u0634\u064a\u062e \u0627\u0644\u0639\u0631\u0628\u064a \u0627\u0644\u062a\u0628\u0633\u064a \u2013 \u062a\u0628\u0633\u0629\u060c \u0627\u0644\u0645\u062f\u0631\u0633\u0629 \u0627\u0644\u0635\u064a\u0641\u064a\u0629 \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0639\u0644\u0648\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0627\u0644\u0645\u0648\u062c\u0647\u0629 \u062d\u0635\u0631\u064a\u064b\u0627 \u0644\u0637\u0644\u0628\u0629 \u0627\u0644\u062f\u0643\u062a\u0648\u0631\u0627\u0647 \u0648\u0627\u0644\u0628\u0627\u062d\u062b\u064a\u0646 \u0627\u0644\u0631\u0627\u063a\u0628\u064a\u0646 \u0641\u064a \u062a\u0639\u0632\u064a\u0632 \u0645\u0639\u0627\u0631\u0641\u0647\u0645 \u0648\u0645\u0647\u0627\u0631\u0627\u062a\u0647\u0645 \u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u0645\u062c\u0627\u0644\u0627\u062a \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629. \u0627\u0645\u062a\u062f \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0639\u0644\u0649 \u0645\u062f\u0627\u0631 \u064a\u0648\u0645\u064a\u0646 \u0645\u0643\u062b\u0641\u064a\u0646\u060c \u062c\u0645\u0639 \u0628\u064a\u0646 \u0627\u0644\u062a\u0643\u0648\u064a\u0646 \u0627\u0644\u0646\u0638\u0631\u064a \u0648\u0627\u0644\u062a\u0637\u0628\u064a\u0642\u064a\u060c \u0648\u0627\u0631\u062a\u0643\u0632 \u0639\u0644\u0649 \u0645\u062d\u062a\u0648\u0649 \u0645\u0639\u062a\u0645\u062f \u062f\u0648\u0644\u064a\u064b\u0627 \u0636\u0645\u0646 \u0628\u0631\u0646\u0627\u0645\u062c &#8220;Fundamentals of Deep Learning&#8221; \u0627\u0644\u0645\u0642\u062f\u0645 \u0645\u0646 \u0634\u0631\u0643\u0629 NVIDIA. \u0623\u0634\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u062f\u0648\u0631\u0629 \u062f. \u0639\u0627\u0645\u0631 \u0628\u0646 \u0635\u0641\u064a\u0629\u060c \u0633\u0641\u064a\u0631 NVIDIA \u0627\u0644\u0623\u0643\u0627\u062f\u064a\u0645\u064a \u0628\u062c\u0627\u0645\u0639\u0629 HCT. \u062a\u0645 \u062a\u0646\u0638\u064a\u0645 \u0627\u0644\u062a\u0643\u0648\u064a\u0646 \u062d\u0636\u0648\u0631\u064a\u064b\u0627 \u0628\u0642\u0637\u0628 \u0628\u0648\u0644\u062d\u0627\u0641 \u0627\u0644\u062f\u064a\u0631 \u2013 \u0627\u0644\u0634\u0647\u064a\u062f \u062f\u0631\u064a\u062f \u0639\u0628\u062f \u0627\u0644\u0645\u062c\u064a\u062f\u060c \u0645\u0639 \u062f\u0639\u0645 \u062a\u0642\u0646\u064a \u0639\u0646 \u0628\u064f\u0639\u062f \u0645\u0646 \u0645\u0642\u0631\u064a \u062f\u0627\u0631 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0645\u062e\u0628\u0631 \u0627\u0644\u0631\u0624\u064a\u0629 \u0648\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a. \u062e\u0644\u0627\u0644 \u0627\u0644\u062f\u0648\u0631\u0629\u060c \u062a\u0645\u0643\u0646 \u0627\u0644\u0645\u0634\u0627\u0631\u0643\u0648\u0646 \u0645\u0646: \u062a\u0635\u0645\u064a\u0645 \u0648\u062a\u062f\u0631\u064a\u0628 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0625\u0637\u0627\u0631 \u0627\u0644\u0639\u0645\u0644 PyTorch\u061b \u0641\u0647\u0645 \u0645\u0639\u0645\u0627\u0631\u064a\u0627\u062a \u0627\u0644\u0634\u0628\u0643\u0627\u062a \u0627\u0644\u0639\u0635\u0628\u064a\u0629\u060c \u0648\u062f\u0648\u0627\u0644 \u0627\u0644\u062e\u0637\u0623\u060c \u0648\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u062d\u0633\u064a\u0646\u061b \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u0642\u0646\u064a\u0627\u062a \u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a (Data Augmentation) \u0644\u062a\u062d\u0633\u064a\u0646 \u0623\u062f\u0627\u0621 \u0627\u0644\u0646\u0645\u0627\u0630\u062c\u061b \u062a\u0637\u0628\u064a\u0642 \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u062a\u062d\u0648\u064a\u0644\u064a (Transfer Learning) \u0644\u062a\u0633\u0631\u064a\u0639 \u0627\u0644\u0646\u062a\u0627\u0626\u062c\u061b \u0627\u0644\u062a\u0639\u0631\u0651\u0641 \u0639\u0644\u0649 \u0645\u0648\u0627\u0636\u064a\u0639 \u0645\u062a\u0642\u062f\u0645\u0629 \u0645\u062b\u0644 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0629 \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP)\u060c \u0648\u0627\u0644\u0645\u0634\u0641\u0651\u0631\u0627\u062a \u0627\u0644\u0630\u0627\u062a\u064a\u0629 (Autoencoders)\u060c \u0648\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0645\u0639\u0632\u0632 (Reinforcement Learning)\u061b \u0625\u0646\u062c\u0627\u0632 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