francois chollet deep learning with python second edition

The material that will be used during the study sessions is based on the excellent Python notebooks provided by François Chollet:

To get the most out of the sessions and the book we recommend having intermediate Python skills and a good understanding of general Machine Learning concepts. It covers many different fields of DL, from tabular data, image classification, segmentation, and generation to the use of Transformers in NLP.

Starting with Machine Learning and DL basics and using simple examples and easy-to-follow code, it gets us to an advanced level of DL applications. The book covers a vast range of Deep Learning topics. Join us on Meetup for the live tutorials.Īll sessions will be available on YouTube. You'll quickly pick up the skills you need to start developing deep-learning applications.The second edition of the popular 'Deep Learning with Python' book by François Cholletis out! In this study series, we will go through the chapters of the book, explain theory, run the code, answer questions and discuss various topics related to Deep Learning. As you move through this book, you'll build your understanding through intuitive explanations, crisp illustrations, and clear examples. In this revised and expanded new edition, Keras creator FranÃ§ois Chollet offers insights for both novice and experienced machine learning practitioners. This book shows you how to get started.ĭeep Learning with Python, Second Edition introduces the field of deep learning using Python and the powerful Keras library. Deep learning is quickly becoming essential knowledge for every software developer, and modern tools like Keras and TensorFlow put it within your reach - even if you have no background in mathematics or data science. Recent innovations in deep learning unlock exciting new software capabilities like automated language translation, image recognition, and more. You'll learn practical techniques that are easy to apply in the real world, and important theory for perfecting neural networks.

This extensively revised second edition introduces deep learning using Python and Keras, and is loaded with insights for both novice and experienced ML practitioners. Deep Learning with Python has taught thousands of readers how to put the full capabilities of deep learning into action.

Francois chollet deep learning with python second edition