Keras 3: The Comprehensive Guide to Deep Learning with the Keras API and Python - Softcover

Nauman, Mohammad

Softcover

ISBN 10: 1493227394 ISBN 13: 9781493227396

Publisher: Rheinwerk Computing, 2025

Synopsis

Harness the power of AI with this guide to using Keras! Start by reviewing the fundamentals of deep learning and installing the Keras API. Next, follow Python code examples to build your own models, and then train them using classification, gradient descent, and regularization. Design large-scale, multilayer models and improve their decision making with reinforcement learning. With tips for creating generative AI models, this is your cutting-edge resource for working with deep learning!

• Learn to use Keras for deep learning
• Work with techniques such as gradient descent, classification, regularization, and more
• Build and train convolutional neural networks, transformers, and autoencoders

About this title

About the Author

Dr. Mohammad Nauman is a seasoned machine learning expert with more than 20 years of teaching experience and a track record of educating 40,000+ students globally through his paid and free online courses on platforms like Udemy and YouTube. He has a post-doctorate degree from Max Planck Institute for Software Systems, Germany. He holds a PhD in computer science, with his groundbreaking work at the Max Planck Institute focusing on applying machine learning to advance security and privacy solutions. Dr. Nauman's teaching philosophy--rooted in bridging theory and practice--empowers learners to master tools while building robust foundational skills, whether in academic settings or through his widely accessible digital programs.

Edition details

• Publisher: Rheinwerk Computing
• Publication date: 2025
• Language: English
• ISBN 10: 1493227394
• ISBN 13: 9781493227396
• Binding: Paperback
• Number of pages: 629