francois chollet deep learning with python second edition

Neural style transfer, text generation, and image generation.

Setting up your own deep-learning environment.

By the time you finish, you’ll have the knowledge and hands-on skills to apply deep learning in your own projects. You’ll explore challenging concepts and practice with applications in computer vision, natural-language processing, and generative models. Written by Keras creator and Google AI researcher François Chollet, this book builds your understanding through intuitive explanations and practical examples. Behind this progress is deep learning-a combination of engineering advances, best practices, and theory that enables a wealth of previously impossible smart applications.ĭeep Learning with Python introduces the field of deep learning using the Python language and the powerful Keras library. We went from machines that couldn’t beat a serious Go player, to defeating a world champion. We went from near-unusable speech and image recognition, to near-human accuracy. Machine learning has made remarkable progress in recent years. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. You’ll learn practical techniques that are easy to apply in the real world, and important theory for perfecting neural networks.Deep Learning with Python (Second Edition) Francois Cholletĭeep Learning with Python introduces the field of deep learning using the Python language and the powerful Keras library. This extensively revised full color second edition introduces deep learning using Python and Keras, and is loaded with insights for both novice and experienced ML practitioners.

Text generation, neural style transfer, and image generationĭeep Learning with Python has taught thousands of readers how to put the full capabilities of deep learning into action.

Text classification and machine translation.

Image classification and image segmentation.

In Deep Learning with Python, Second Edition you will learn:

Learn directly from the creator of Keras and master practical Python deep learning techniques that are easy to apply in the real world.

Printed in full color! Unlock the groundbreaking advances of deep learning with this extensively revised new edition of the bestselling original.

Francois chollet deep learning with python second edition