{"product_id":"deep-learning-generalization-liu-peng-9781032841892","title":"Deep Learning Generalization: Theoretical Foundations and Practical Strategies","description":"\u003cp\u003eThis book provides a comprehensive exploration of generalization in deep learning, focusing on both theoretical foundations and practical strategies. It delves deeply into how machine learning models, particularly deep neural networks, achieve robust performance on unseen data. \u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Liu Peng\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1032841893\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781032841892\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e CRC Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 09\/12\/2025\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 220\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.73lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.49d","brand":"Liu Peng","offers":[{"title":"Paperback","offer_id":48443960754431,"sku":"9781032841892","price":68.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_84bf048e-4b8b-4bc2-8bbf-635d44bb456d.jpg?v=1777209047","url":"https:\/\/www.whiterainbookhouse.com\/products\/deep-learning-generalization-liu-peng-9781032841892","provider":"WR Book House","version":"1.0","type":"link"}