Deep Learning with Python, Second Edition

The second edition of Deep Learning with Python is an updated and comprehensive introduction to the field of deep learning using Python and the Keras library. Written by Google AI researcher François Chollet, the book covers image-classification, natural language processing, and more, with new chapters, tools, and techniques.

Format: Paperback / softback
Length: 400 pages
Publication date: 31 March 2022
Publisher: Manning Publications

The first edition of Deep Learning with Python stands as one of the finest books on the subject, and the second edition has taken it to even greater heights. Written by Google AI researcher François Chollet, the creator of Keras, this revised edition has been meticulously updated with new chapters, cutting-edge tools, and groundbreaking techniques drawn from the latest research. This comprehensive guide aims to demystify the complexities of deep learning and make it accessible to a wide range of readers.

Machine learning has witnessed remarkable advancements in recent years, transforming the way we interact with technology. From near-unusable speech recognition to near-human accuracy, and from machines unable to beat a skilled Go player to defeating a world champion, the field has made tremendous strides. Deep learning, as a combination of engineering advances, best practices, and theory, has played a pivotal role in this progress. It has enabled the development of a vast array of smart applications across industries, revolutionizing the way we solve complex problems.

Deep Learning with Python introduces the field of deep learning through the Python language and the powerful Keras library. Author François Chollet, a renowned expert in the field, leads readers step-by-step, providing intuitive explanations and practical examples to build a solid understanding. This second edition has undergone a significant update, with over 50% new content. It includes new chapters that cover the latest deep learning tools, techniques, and applications. Readers will explore challenging concepts and apply their knowledge to real-world scenarios, such as image recognition, natural language processing, and reinforcement learning.

Whether you are a software engineer, data scientist, or simply interested in exploring the world of artificial intelligence, Deep Learning with Python is an essential resource. It offers a comprehensive and up-to-date introduction to the field, equipping readers with the skills and knowledge needed to thrive in the rapidly evolving landscape of deep learning. With its clear and concise writing style, engaging visuals, and extensive practice exercises, this book is a valuable companion for anyone seeking to advance their understanding of this exciting technology.

Weight: 1056g
Dimension: 189 x 236 x 36 (mm)
ISBN-13: 9781617296864