{"product_id":"deep-learning-generalization-theoretical-foundations-and-practical-strategies-9781032841892","title":"Deep Learning Generalization: Theoretical Foundations and Practical Strategies","description":"\u003cp\u003e\u003cstrong\u003eFormat\u003c\/strong\u003e: Paperback \/ softback\u003cbr\u003e\u003cstrong\u003eLength\u003c\/strong\u003e: 220 pages\u003cbr\u003e\u003cstrong\u003ePublication date\u003c\/strong\u003e: 12 September 2025\u003cbr\u003e\u003cstrong\u003ePublisher\u003c\/strong\u003e: Taylor \u0026amp; Francis Ltd\u003cbr\u003e\u003c\/p\u003e\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\u003cp\u003e\u003cstrong\u003eWeight\u003c\/strong\u003e: 426g\u003cbr\u003e\u003cstrong\u003eDimension\u003c\/strong\u003e: 234 x 156 (mm)\u003cbr\u003e\u003cstrong\u003eISBN-13\u003c\/strong\u003e: 9781032841892\u003c\/p\u003e","brand":"Liu Peng","offers":[{"title":"Paperback \/ softback","offer_id":47717418565882,"sku":"9781032841892","price":49.49,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0522\/4297\/2845\/files\/noimage_2d50b298-d24c-4d7b-9aec-a06f956caed9.png?v=1757747623","url":"https:\/\/shulphink.com\/products\/deep-learning-generalization-theoretical-foundations-and-practical-strategies-9781032841892","provider":"Shulph Ink","version":"1.0","type":"link"}