{"product_id":"deep-learning-foundations-and-concepts-christopher-bishop","title":"Deep Learning: Foundations and Concepts – Christopher Bishop |9783031454677|","description":"\u003cp data-path-to-node=\"0\"\u003eFor \u003cb data-path-to-node=\"0\" data-index-in-node=\"4\"\u003eus\u003c\/b\u003e, this comprehensive volume by Christopher Bishop is a vital acquisition for the global AI research community. I have optimized this package to target machine learning engineers, graduate students, and researchers looking for the most modern and rigorous foundation in deep learning.\u003c\/p\u003e\n\u003cp data-path-to-node=\"1\"\u003e\u003cb data-path-to-node=\"1\" data-index-in-node=\"0\"\u003eMain Keyword:\u003c\/b\u003e Deep Learning: Foundations and Concepts \u003cb data-path-to-node=\"1\" data-index-in-node=\"54\"\u003eRelated Keywords:\u003c\/b\u003e Christopher Bishop AI book, Deep learning textbook 2024, Neural networks foundations, Generative models, Bishop Machine Learning, AI research references.\u003c\/p\u003e\n\u003chr data-path-to-node=\"2\"\u003e\n\u003ch2 data-path-to-node=\"3\"\u003e🏗️ 1. Product Title (H1)\u003c\/h2\u003e\n\u003cp data-path-to-node=\"4\"\u003e\u003cb data-path-to-node=\"4\" data-index-in-node=\"0\"\u003eDeep Learning: Foundations and Concepts – Christopher Bishop |9783031454677|\u003c\/b\u003e\u003c\/p\u003e\n\u003chr data-path-to-node=\"5\"\u003e\n\u003ch2 data-path-to-node=\"6\"\u003e📝 2. Product Description (Ready for Shopify)\u003c\/h2\u003e\n\u003cp data-path-to-node=\"7\"\u003e\u003cspan class=\"citation-109\"\u003e\u003c\/span\u003e\u003cb data-path-to-node=\"7\" data-index-in-node=\"0\"\u003e\u003cspan class=\"citation-109\"\u003eDeep Learning: Foundations and Concepts\u003c\/span\u003e\u003c\/b\u003e\u003cspan class=\"citation-109 citation-end-109\"\u003e represents the next evolution in artificial intelligence literature from one of the field's most respected authorities.\u003csup class=\"superscript\"\u003e\u003c!----\u003e\u003c\/sup\u003e\u003c\/span\u003e Deep Learning: Foundations and Concepts by Christopher Bishop and Hugh Bishop provides a contemporary and mathematically rigorous introduction to the world of neural networks. Unlike older texts, this book is built from the ground up to reflect the modern era of transformers, generative models, and large-scale architectural breakthroughs that define today's technological landscape.\u003c\/p\u003e\n\u003ch3 data-path-to-node=\"8\"\u003eAbout the Book\u003c\/h3\u003e\n\u003cp data-path-to-node=\"9\"\u003e\u003cb data-path-to-node=\"9\" data-index-in-node=\"0\"\u003eDeep Learning: Foundations and Concepts\u003c\/b\u003e serves as the spiritual successor to Christopher Bishop’s classic \u003ci data-path-to-node=\"9\" data-index-in-node=\"106\"\u003ePattern Recognition and Machine Learning\u003c\/i\u003e. \u003cspan class=\"citation-108 citation-end-108\"\u003eThis new volume provides a self-contained introduction to the field, making it ideal for both newcomers and seasoned practitioners.\u003csup class=\"superscript\"\u003e\u003c!----\u003e\u003c\/sup\u003e\u003c\/span\u003e The text covers everything from the basic building blocks of multilayer perceptrons to the most sophisticated modern developments. \u003cspan class=\"citation-107 citation-end-107\"\u003eWith over 400 figures and a focus on clarity, it deconstructs complex topics into digestible principles, ensuring readers understand not just how these models work, but why they work from a first-principles perspective.\u003csup class=\"superscript\"\u003e\u003c!----\u003e\u003c\/sup\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003ch3 data-path-to-node=\"10\"\u003eWhat You’ll Learn \/ Why Read\u003c\/h3\u003e\n\u003cp data-path-to-node=\"11\"\u003e\u003cspan class=\"citation-106\"\u003e\u003c\/span\u003e\u003cb data-path-to-node=\"11\" data-index-in-node=\"0\"\u003e\u003cspan class=\"citation-106\"\u003eDeep Learning: Foundations and Concepts\u003c\/span\u003e\u003c\/b\u003e\u003cspan class=\"citation-106 citation-end-106\"\u003e guides you through the essential mathematical foundations of optimization, backpropagation, and regularization.\u003csup class=\"superscript\"\u003e\u003c!----\u003e\u003c\/sup\u003e\u003c\/span\u003e \u003cspan class=\"citation-105 citation-end-105\"\u003eYou will explore advanced architectures including Convolutional Neural Networks (CNNs) for vision, Recurrent Neural Networks (RNNs) for sequences, and the revolutionary Transformer models.\u003csup class=\"superscript\"\u003e\u003c!----\u003e\u003c\/sup\u003e\u003c\/span\u003e Furthermore, the book provides an in-depth look at generative AI, including Diffusion models and Variational Autoencoders (VAEs). This comprehensive scope makes it an indispensable tool for anyone aiming to contribute to the next wave of AI innovation or simply to master the existing state-of-the-art.\u003c\/p\u003e\n\u003ch3 data-path-to-node=\"12\"\u003eAuthor Bio\u003c\/h3\u003e\n\u003cp data-path-to-node=\"13\"\u003e\u003cspan class=\"citation-104 citation-end-104\"\u003eChristopher Bishop is a Technical Fellow at Microsoft Research and a Professor of Computer Science at the University of Edinburgh.\u003csup class=\"superscript\"\u003e\u003c!----\u003e\u003c\/sup\u003e\u003c\/span\u003e His co-author, Hugh Bishop, brings a fresh perspective to the pedagogy, ensuring the text remains accessible and relevant for the next generation of engineers and researchers.\u003c\/p\u003e\n\u003ch3 data-path-to-node=\"14\"\u003eProduct Details\u003c\/h3\u003e\n\u003cul data-path-to-node=\"15\"\u003e\n\u003cli\u003e\n\u003cp data-path-to-node=\"15,0,0\"\u003e\u003cb data-path-to-node=\"15,0,0\" data-index-in-node=\"0\"\u003eAuthor:\u003c\/b\u003e\u003cspan class=\"citation-103 citation-end-103\"\u003e Christopher Bishop, Hugh Bishop\u003csup class=\"superscript\"\u003e\u003c!----\u003e\u003c\/sup\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp data-path-to-node=\"15,1,0\"\u003e\u003cb data-path-to-node=\"15,1,0\" data-index-in-node=\"0\"\u003ePublisher:\u003c\/b\u003e\u003cspan class=\"citation-102 citation-end-102\"\u003e Springer\u003csup class=\"superscript\"\u003e\u003c!----\u003e\u003c\/sup\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp data-path-to-node=\"15,2,0\"\u003e\u003cb data-path-to-node=\"15,2,0\" data-index-in-node=\"0\"\u003eLanguage:\u003c\/b\u003e English\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp data-path-to-node=\"15,3,0\"\u003e\u003cb data-path-to-node=\"15,3,0\" data-index-in-node=\"0\"\u003eFormat:\u003c\/b\u003e Hardcover \/ Paperback\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp data-path-to-node=\"15,4,0\"\u003e\u003cb data-path-to-node=\"15,4,0\" data-index-in-node=\"0\"\u003eISBN-13:\u003c\/b\u003e 978-3031454677\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp data-path-to-node=\"15,5,0\"\u003e\u003cb data-path-to-node=\"15,5,0\" data-index-in-node=\"0\"\u003eGenre:\u003c\/b\u003e Computer Science \/ Artificial Intelligence\u003c\/p\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp data-path-to-node=\"15,6,0\"\u003e\u003cb data-path-to-node=\"15,6,0\" data-index-in-node=\"0\"\u003ePages:\u003c\/b\u003e 700+ Pages\u003c\/p\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3 data-path-to-node=\"16\"\u003eWhy Buy from us\u003c\/h3\u003e\n\u003cp data-path-to-node=\"17\"\u003e\u003cb data-path-to-node=\"17\" data-index-in-node=\"0\"\u003eDeep Learning: Foundations and Concepts\u003c\/b\u003e shoppers choose us for our commitment to providing 100% authentic, high-quality academic editions. We understand that for a textbook of this magnitude, the quality of diagrams and the binding is crucial for long-term reference. Our global shipping network ensures that this definitive AI guide is delivered securely to researchers and students worldwide. At us, we bridge the gap between world-class knowledge and the global learners who seek to master it.\u003c\/p\u003e\n\u003ch3 data-path-to-node=\"18\"\u003eQuestions \u0026amp; Answers\u003c\/h3\u003e\n\u003cp data-path-to-node=\"19\"\u003e\u003cb data-path-to-node=\"19\" data-index-in-node=\"0\"\u003eIs this book suitable for beginners?\u003c\/b\u003e \u003cspan class=\"citation-101 citation-end-101\"\u003eIt is designed for those with a basic understanding of linear algebra and calculus, making it an excellent bridge for upper-level students and pros.\u003csup class=\"superscript\"\u003e\u003c!----\u003e\u003c\/sup\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003cp data-path-to-node=\"20\"\u003e\u003cb data-path-to-node=\"20\" data-index-in-node=\"0\"\u003eDoes us ship this heavy hardcover internationally?\u003c\/b\u003e Yes, we use reinforced packaging and reliable global carriers to ensure your textbook arrives in pristine condition regardless of your location.\u003c\/p\u003e\n\u003cp data-path-to-node=\"21\"\u003e\u003cb data-path-to-node=\"21\" data-index-in-node=\"0\"\u003eHow does this differ from Bishop's previous \"PRML\" book?\u003c\/b\u003e While PRML focused on classical machine learning, this volume is entirely dedicated to the modern deep learning revolution.\u003c\/p\u003e\n\u003cp data-path-to-node=\"22\"\u003e\u003cb data-path-to-node=\"22\" data-index-in-node=\"0\"\u003eDoes it cover Large Language Models (LLMs)?\u003c\/b\u003e Yes, it provides the foundational concepts of transformers and attention mechanisms that power modern LLMs.\u003c\/p\u003e\n\u003cp data-path-to-node=\"23\"\u003e\u003cb data-path-to-node=\"23\" data-index-in-node=\"0\"\u003eAre there exercises included for self-study?\u003c\/b\u003e \u003cspan class=\"citation-100 citation-end-100\"\u003eThe book is structured for pedagogical use, featuring clear explanations and conceptual checks throughout each chapter.\u003csup class=\"superscript\"\u003e\u003c!----\u003e\u003c\/sup\u003e\u003c\/span\u003e\u003c\/p\u003e\n\u003cp data-path-to-node=\"24\"\u003eChristopher Bishop AI book, Deep learning textbook 2024, Neural networks foundations, Generative models, Bishop Machine Learning, AI research references, Transformers and Attention.\u003c\/p\u003e","brand":"Us","offers":[{"title":"Default Title","offer_id":48341558395139,"sku":null,"price":99.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0815\/7596\/9027\/files\/deep-learning-foundations-and-concepts-christopher-bishop.jpg?v=1780819031","url":"https:\/\/bookthugnation.store\/products\/deep-learning-foundations-and-concepts-christopher-bishop","provider":"Book Thug Nation","version":"1.0","type":"link"}