{"product_id":"glubokoe-obuchenie-von-s-catqnaraqna","title":"Glubokoe obuchenie","description":"\u003cp\u003eKniga postroena wokrug sleduüschih klüchewyh tem: osnowy nejronnyh setej, swertochnye nejronnye seti (CNN), rekurrentnye nejronnye seti (RNN), generatiwnye modeli i obuchenie s podkrepleniem. Krome togo, my takzhe rassmatriwaem takie prodwinutye temy, kak mehanizm wnimaniq, arhitektura transformatora, mul'timodal'noe obuchenie, obuchenie s neskol'kimi wystrelami, wrazhdebnye primery i zaschita, nastrojka giperparametrow i metody regulqrizacii.Kazhdaq glawa nachinaetsq s kratkogo wwedeniq w temu i obespechiwaet intuitiwnoe i geometricheskoe ponimanie osnownyh koncepcij. My schitaem, chto geometricheskaq intuiciq neobhodima dlq ponimaniq koncepcij glubokogo obucheniq, i prilagaem wse usiliq dlq ispol'zowaniq wizualizacij, chtoby pomoch' chitatelqm postroit' prochnuü mental'nuü model' koncepcij. Kniga takzhe soderzhit intuiciü programmirowaniq, kotoraq pomogaet chitatelqm ponqt', kak realizowat' algoritmy glubokogo obucheniq s pomosch'ü populqrnyh frejmworkow, takih kak Tensor Flow ili Py Torch. My schitaem, chto intuiciq programmirowaniq krajne wazhna dlq chitatelej, chtoby razwit' prakticheskie nawyki i primenqt' metody glubokogo obucheniq dlq resheniq real'nyh zadach.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9786205989500\"\u003e\u003ch3\u003eAlgo Professor AI, ML i DL Expert Series\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9786205989500","offer_id":46784556269893,"sku":"9786205989500","price":24.8,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/70e1a77b-4e80-4002-9bcf-0372e0c90476.jpg?v=1758692316","url":"https:\/\/shop.autorenwelt.de\/products\/glubokoe-obuchenie-von-s-catqnaraqna","provider":"Autorenwelt Shop","version":"1.0","type":"link"}