Python Deep Learning
The book will help you learn deep neural networks and their applications in computer vision, generative models, and natural language processing. It will also introduce you to the area of reinforcement learning, where you’ll learn the state-of-the-art algorithms to teach the machines how to play games like Go and Atari.
Offered by
Difficulty Level
Intermediate
Completion Time
12h52m
Language
English
About Book
Who Is This Book For?
This book is for data science practitioners, machine learning engineers, and those interested in deep learning who have a basic foundation in machine learning and some Python programming experience. A background in mathematics and conceptual understanding of calculus and statistics will help you gain maximum benefit from this book.
Python Deep Learning
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 12h52m total length
Machine Learning – An Introduction
Neural Networks
Deep Learning Fundamentals
Computer Vision With Convolutional Networks
Advanced Computer Vision
Generating images with GANs and Variational Autoencoders
Recurrent Neural Networks and Language Models
Reinforcement Learning Theory
Deep Reinforcement Learning for Games
Deep Learning in Autonomous Vehicles
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