Chollet F Deep Learning with Python 2ed 2020 torrent

Textbook in PDF format

Deep Learning with Python introduces the field of deep learning using the Python language and the powerful Keras library. You’ll learn directly from the creator of Keras, Fran?ois Chollet, building your understanding through intuitive explanations and practical examples. Updated from the original bestseller with over 50% new content, this second edition includes new chapters, cutting-edge innovations, and coverage of the very latest deep learning tools. You'll explore challenging concepts and practice with applications in computer vision, natural-language processing, and generative models. By the time you finish, you'll have the knowledge and hands-on skills to apply deep learning in your own projects.
What is deep learning?
The mathematical building blocks of neural networks
Introduction to Keras and TensorFlow
Getting started with neural networks: classification and regression
Fundamentals of machine learning
The universal workflow of machine learning
Working with Keras: a deep dive
Introduction to deep learning for computer vision
Advanced computer vision
Deep learning for timeseries
Deep learning for text
Generative deep learning
Best practices for the real world
Conclusions