《Deep Learning with Python, Third Edition》PDF下载

Free read at https://deeplearningwithpython.io/

Deep Learning with Python, Third Edition puts the power of deep learning in your hands. This new edition includes the latest Keras and TensorFlow features, generative AI models, and added coverage of PyTorch and JAX. Learn directly from the creator of Keras and step confidently into the world of deep learning with Python.

In Deep Learning with Python, Third Edition you’ll discover:

Deep learning from first principles

The latest features of Keras 3

A primer on JAX, PyTorch, and TensorFlow

Image classification and image segmentation

Time series forecasting

Large Language models

Text classification and machine translation

Text and image generation—build your own GPT and diffusion models!

Scaling and tuning models

With over 100,000 copies sold, Deep Learning with Python makes it possible for developers, data scientists, and machine learning enthusiasts to put deep learning into action. In this expanded and updated third edition, Keras creator François Chollet offers insights for both novice and experienced machine learning practitioners. You'll master state-of-the-art deep learning tools and techniques, from the latest features of Keras 3 to building AI models that can generate text and images.