Deep Learning(1st Edition)

Authors:

Ian Goodfellow, Yoshua Bengio

Deep Learning1st EditionIan Goodfellow, Yoshua Bengio0262337371, 9780262337373
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Cover Type: Hardcover
Condition: Used/New

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Book details

ISBN: 0262337371, 9780262337373

Book publisher: The MIT Press

Book Price $74.5 : Deep Learning by Ian Goodfellow and Yoshua Bengio is a foundational text in the field of artificial intelligence, serving as both a comprehensive introduction and an in-depth exploration of deep learning techniques. The book is designed to guide readers from the basics of neural networks to the complexities of more advanced architectures such as convolutional and recurrent neural networks, while also exploring the latest advancements in generative adversarial networks and reinforcement learning. It extensively covers machine learning techniques, providing a detailed table of content that guides the learner through both theoretical concepts and practical applications. Each chapter thoughtfully builds on the previous one, ensuring a clear understanding of deep learning algorithms. The book doesn't directly include an answer key or solution manual, but its structured approach encourages readers to develop their problem-solving skills. The reception of the book has been highly positive, praised for its clarity and depth. This makes it an essential resource for students and practitioners looking to deepen their understanding of the practical and academic aspects of deep learning, providing robust explanations and a plethora of real-world applications. Deep Learning effectively bridges the gap between introductory material and expert-level knowledge, effectively making complex ideas accessible to those willing to engage critically with the content. A cheap, well-organized text that effectively supports students pursuing degrees in complex fields.