Description

Master deep learning from first principles with this comprehensive 504-page guide by Keras creator François Chollet. This fully revised second edition teaches you to build powerful neural networks using Python, Keras, and TensorFlow, featuring full-color illustrations and practical examples throughout. Perfect for intermediate Python programmers with no prior machine learning experience, this Manning publication covers everything from mathematical foundations to real-world applications. Learn image classification, text generation, time series forecasting, neural style transfer, and generative models through hands-on projects. Written by Google’s François Chollet, this authoritative resource has taught thousands of developers to harness deep learning capabilities for automated language translation, image recognition, and more. Includes free eBook in PDF, Kindle, and ePub formats. Features 14 comprehensive chapters covering computer vision, natural language processing, and advanced deep learning techniques with clear explanations and intuitive examples.

• Expert Author: Written by François Chollet, creator of Keras and Google software engineer

• Comprehensive Coverage: 504 pages covering deep learning from basics to advanced applications

• Practical Approach: Hands-on examples in image classification, text generation, and time series forecasting

• Full Color Edition: Enhanced visual learning with crisp color illustrations throughout

• Beginner Friendly: No prior ML experience required, just intermediate Python skills

• Real-World Applications: Neural style transfer, machine translation, and generative models

• Free eBook Included: PDF, Kindle, and ePub formats included with print purchase

• Latest Technologies: Updated for modern Keras, TensorFlow, and deep learning best practices