{"id":59498,"date":"2026-06-24T09:43:44","date_gmt":"2026-06-24T06:43:44","guid":{"rendered":"https:\/\/lavkabooks.com\/?post_type=product&#038;p=59498"},"modified":"2026-06-24T09:46:25","modified_gmt":"2026-06-24T06:46:25","slug":"znakomstvo-s-pytorch-glubokoe-obuchenye-pry-obrabotke-estestvennogo-yazyka","status":"publish","type":"product","link":"https:\/\/lavkabooks.com\/ru\/product\/znakomstvo-s-pytorch-glubokoe-obuchenye-pry-obrabotke-estestvennogo-yazyka\/","title":{"rendered":"\u0417\u043d\u0430\u043a\u043e\u043c\u0441\u0442\u0432\u043e \u0441 PyTorch. \u0413\u043b\u0443\u0431\u043e\u043a\u043e\u0435 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435 \u043f\u0440\u0438 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0435 \u0435\u0441\u0442\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u044f\u0437\u044b\u043a\u0430"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"<p>\u00ab\u0417\u043d\u0430\u043a\u043e\u043c\u0441\u0442\u0432\u043e \u0441 PyTorch. \u0413\u043b\u0443\u0431\u043e\u043a\u043e\u0435 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435 \u043f\u0440\u0438 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0435 \u0435\u0441\u0442\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u044f\u0437\u044b\u043a\u0430\u00bb \u2014 \u0430\u0432\u0442\u043e\u0440\u0438\u0442\u0435\u0442\u043d\u043e\u0435 \u043f\u0440\u0430\u043a\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0435 \u0440\u0443\u043a\u043e\u0432\u043e\u0434\u0441\u0442\u0432\u043e \u0434\u043b\u044f \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u043e\u0432 \u0438 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u0435\u0439 \u0434\u0430\u043d\u043d\u044b\u0445, \u043d\u0430\u043f\u0438\u0441\u0430\u043d\u043d\u043e\u0435 \u044d\u043a\u0441\u043f\u0435\u0440\u0442\u0430\u043c\u0438 \u0432 \u043e\u0431\u043b\u0430\u0441\u0442\u0438 \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0430 \u0411\u0440\u0430\u0439\u0430\u043d\u043e\u043c \u041c\u0430\u043a\u043c\u0430\u0445\u0430\u043d\u043e\u043c \u0438 \u0414\u0435\u043b\u0438\u043f\u043e\u043c \u0420\u0430\u043e. \u041e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u0435\u0441\u0442\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u044f\u0437\u044b\u043a\u0430 (NLP) \u043f\u0435\u0440\u0435\u0436\u0438\u0432\u0430\u0435\u0442 \u043d\u0430\u0441\u0442\u043e\u044f\u0449\u0438\u0439 \u0431\u0443\u043c, \u0438 \u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a PyTorch \u043e\u0442 Meta \u043f\u0440\u043e\u0447\u043d\u043e \u0437\u0430\u043a\u0440\u0435\u043f\u0438\u043b \u0437\u0430 \u0441\u043e\u0431\u043e\u0439 \u0441\u0442\u0430\u0442\u0443\u0441 \u043e\u0441\u043d\u043e\u0432\u043d\u043e\u0433\u043e \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430 \u0434\u043b\u044f \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f, \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f \u0438 \u0440\u0430\u0437\u0432\u0435\u0440\u0442\u044b\u0432\u0430\u043d\u0438\u044f \u0441\u0430\u043c\u044b\u0445 \u043f\u0435\u0440\u0435\u0434\u043e\u0432\u044b\u0445 \u043d\u0435\u0439\u0440\u043e\u0441\u0435\u0442\u0435\u0432\u044b\u0445 \u043c\u043e\u0434\u0435\u043b\u0435\u0439.<\/p>\n<p>\u042d\u0442\u0430 \u043a\u043d\u0438\u0433\u0430 \u043f\u0440\u0435\u0434\u043b\u0430\u0433\u0430\u0435\u0442 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0439 \u0438 \u043f\u043e\u043d\u044f\u0442\u043d\u044b\u0439 \u043f\u043e\u0434\u0445\u043e\u0434 \u043a \u043e\u0441\u0432\u043e\u0435\u043d\u0438\u044e NLP \u0431\u0435\u0437 \u0438\u0437\u0431\u044b\u0442\u043e\u0447\u043d\u043e\u0439 \u0430\u043a\u0430\u0434\u0435\u043c\u0438\u0447\u0435\u0441\u043a\u043e\u0439 \u043f\u0435\u0440\u0435\u0433\u0440\u0443\u0436\u0435\u043d\u043d\u043e\u0441\u0442\u0438. \u0410\u0432\u0442\u043e\u0440\u044b \u043d\u0430\u0447\u0438\u043d\u0430\u044e\u0442 \u0441 \u0431\u0430\u0437\u043e\u0432\u044b\u0445 \u043f\u043e\u043d\u044f\u0442\u0438\u0439 \u0432\u044b\u0447\u0438\u0441\u043b\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0445 \u0433\u0440\u0430\u0444\u043e\u0432 \u0438 \u0442\u0435\u043d\u0437\u043e\u0440\u043e\u0432 \u0432 PyTorch, \u0430 \u0437\u0430\u0442\u0435\u043c \u043f\u043b\u0430\u0432\u043d\u043e \u043f\u0435\u0440\u0435\u0432\u043e\u0434\u044f\u0442 \u0447\u0438\u0442\u0430\u0442\u0435\u043b\u044f \u043a \u043f\u0440\u043e\u0435\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044e \u0441\u043b\u043e\u0436\u043d\u044b\u0445 \u0441\u0438\u0441\u0442\u0435\u043c. \u0412 \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u0435 \u0438\u0437\u0443\u0447\u0435\u043d\u0438\u044f \u0432\u044b \u043e\u0441\u0432\u043e\u0438\u0442\u0435 \u0440\u0430\u0431\u043e\u0442\u0443 \u0441 \u044d\u043c\u0431\u0435\u0434\u0434\u0438\u043d\u0433\u0430\u043c\u0438 \u0441\u043b\u043e\u0432, \u0441\u0432\u0435\u0440\u0442\u043e\u0447\u043d\u044b\u043c\u0438 (CNN) \u0438 \u0440\u0435\u043a\u0443\u0440\u0440\u0435\u043d\u0442\u043d\u044b\u043c\u0438 (RNN) \u043d\u0435\u0439\u0440\u043e\u0441\u0435\u0442\u044f\u043c\u0438, \u043c\u0435\u0445\u0430\u043d\u0438\u0437\u043c\u0430\u043c\u0438 \u0432\u043d\u0438\u043c\u0430\u043d\u0438\u044f (Attention), \u0430 \u0442\u0430\u043a\u0436\u0435 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u043e\u0439 Transformer. \u041a\u043d\u0438\u0433\u0430 \u043d\u0430\u043f\u043e\u043b\u043d\u0435\u043d\u0430 \u0440\u0435\u0430\u043b\u044c\u043d\u044b\u043c\u0438 \u043f\u0440\u0438\u043c\u0435\u0440\u0430\u043c\u0438 \u043a\u043e\u0434\u0430 \u043d\u0430 Python, \u0432\u043a\u043b\u044e\u0447\u0430\u044f \u0437\u0430\u0434\u0430\u0447\u0438 \u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438 \u0442\u0435\u043a\u0441\u0442\u0430, \u0433\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u0438 \u043f\u043e\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0435\u0439 \u0438 \u043f\u0435\u0440\u0435\u0432\u043e\u0434\u0430. \u0418\u0437\u0434\u0430\u043d\u0438\u0435 \u0438\u0434\u0435\u0430\u043b\u044c\u043d\u043e \u043f\u043e\u0434\u0445\u043e\u0434\u0438\u0442 \u0434\u043b\u044f \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0441\u0442\u043e\u0432, \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u0438\u0441\u0442\u043e\u0432 \u043f\u043e Data Science \u0438 \u0438\u043d\u0436\u0435\u043d\u0435\u0440\u043e\u0432 \u043c\u0430\u0448\u0438\u043d\u043d\u043e\u0433\u043e \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f, \u0441\u0442\u0440\u0435\u043c\u044f\u0449\u0438\u0445\u0441\u044f \u0441\u043e\u0437\u0434\u0430\u0432\u0430\u0442\u044c \u0441\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u0435 \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u0435 \u043c\u043e\u0434\u0435\u043b\u0438.<\/p>\n","protected":false},"featured_media":59499,"comment_status":"open","ping_status":"closed","template":"","meta":{"_acf_changed":false,"inline_featured_image":false},"product_brand":[],"product_cat":[10210,10285],"product_tag":[],"class_list":["post-59498","product","type-product","status-publish","has-post-thumbnail","product_cat-kompyuternaya-lyteratura","product_cat-yazyky-y-systemy-programmyrovanyya","first","instock","shipping-taxable","purchasable","product-type-simple"],"acf":[],"_links":{"self":[{"href":"https:\/\/lavkabooks.com\/ru\/wp-json\/wp\/v2\/product\/59498","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lavkabooks.com\/ru\/wp-json\/wp\/v2\/product"}],"about":[{"href":"https:\/\/lavkabooks.com\/ru\/wp-json\/wp\/v2\/types\/product"}],"replies":[{"embeddable":true,"href":"https:\/\/lavkabooks.com\/ru\/wp-json\/wp\/v2\/comments?post=59498"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/lavkabooks.com\/ru\/wp-json\/wp\/v2\/media\/59499"}],"wp:attachment":[{"href":"https:\/\/lavkabooks.com\/ru\/wp-json\/wp\/v2\/media?parent=59498"}],"wp:term":[{"taxonomy":"product_brand","embeddable":true,"href":"https:\/\/lavkabooks.com\/ru\/wp-json\/wp\/v2\/product_brand?post=59498"},{"taxonomy":"product_cat","embeddable":true,"href":"https:\/\/lavkabooks.com\/ru\/wp-json\/wp\/v2\/product_cat?post=59498"},{"taxonomy":"product_tag","embeddable":true,"href":"https:\/\/lavkabooks.com\/ru\/wp-json\/wp\/v2\/product_tag?post=59498"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}