"Deep Learning with Python," Third Edition is a bestseller that makes deep learning technology accessible to everyone. The new edition incorporates the latest features of Keras 3 and TensorFlow, and adds topics on generative AI, PyTorch, and JAX. François Chollet, the creator of Keras, shares his expertise and guides the reader from the first principles of deep learning to building their own AI models.
Deep Learning with Python, Third Edition
0h 0m 0s
English
Paid
In the book you will find:
- Basics of deep learning from scratch;
- The latest capabilities of Keras 3;
- Introduction to JAX, PyTorch, and TensorFlow;
- Image classification and segmentation;
- Time series forecasting;
- Building large language models;
- Text classification and machine translation;
- Text and image generation - creating your own GPT models and diffusion models;
- Scaling and optimization of models.
With over 100,000 copies sold, this book has become an indispensable companion for developers, data scientists, and machine learning enthusiasts. The expanded third edition offers practical code examples, clear explanations, visual color illustrations, and new chapters on transformers, language models, and generative systems. The book will be useful for both beginners and experienced AI practitioners.
About the Authors
François Chollet
François Chollet is a French software engineer and researcher in the field of artificial intelligence, best known as the creator of the deep learning library Keras. He is also the author of the popular book "Deep Learning with Python" and the initiator of the ARC Prize competition, aimed at promoting research in the area of artificial general intelligence (AGI).
Matt Watson
Matthew Watson is a software engineer and one of the main maintainers of the deep learning library Keras, specializing in natural language processing (NLP) tools. Since 2020, he has been a developer and maintainer of Keras in the TensorFlow/Google team, making significant contributions to the release of Keras 3 with support for multiple backend frameworks (TensorFlow, JAX, PyTorch). Watson serves as the lead developer of the KerasNLP library, a new NLP subsystem in the Keras ecosystem, which he has been overseeing since its inception.
Books
Read Book Deep Learning with Python, Third Edition
| # | Title |
|---|---|
| 1 | Deep Learning with Python, Third Edition |