Deep Learning with Python Video Edition
Genre: eLearning | Language: English
"The clearest explanation of deep learning I have come across…it was a joy to read."
Richard Tobias, Cephasonics
Deep Learning with Python introduces the field of deep learning using the Python language and the powerful Keras library. Written by Keras creator and Google AI researcher François Chollet, this book builds your understanding through intuitive explanations and practical examples.
Machine learning has made remarkable progress in recent years. We went from near-unusable speech and image recognition, to near-human accuracy. We went from machines that couldn’t beat a serious Go player, to defeating a world champion. Behind this progress is deep learning-a combination of engineering advances, best practices, and theory that enables a wealth of previously impossible smart applications.
Deep learning from first principles
Setting up your own deep-learning environment
Deep learning for text and sequences
Neural style transfer, text generation, and image generation
This Video Editions book requires intermediate Python skills. No previous experience with Keras, TensorFlow, or machine learning is required.