deep learning with python françois chollet

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. PLEASE NOTE: When you purchase this title, the accompanying PDF will be available in your Audible Library along with the audio.Printed in full color! Unlock the groundbreaking advances of deep learning with this extensively revised new edition of the bestselling original. His papers have been published at major conferences in the field, including the Conference on Computer Vision and Pattern Recognition (CVPR), the Conference and Workshop on Neural Information Processing Systems (NIPS), the International Conference on Learning Representations (ICLR), and others. He also does deep-learning research, with a focus on computer vision and the application of machine learning to formal reasoning. He is the creator of the Keras deep-learning library, as well as a contributor to the TensorFlow machine-learning framework. Behind this progress is deep learning - a combination of engineering advances, best practices, and theory that enables a wealth of previously impossible smart applications.įrançois Chollet works on deep learning at Google in Mountain View, CA.

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. 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 audiobook builds your understanding through intuitive explanations and practical examples. Deep Learning with Python introduces the field of deep learning using the Python language and the powerful Keras library.

Deep learning with python françois chollet