Book

Hands-On Neural Networks with Keras

This book will intuitively build on the fundamentals of neural networks, deep learning and thoughtfully guide the readers through real-world use cases. You will learn to implement neural networks as well as how to develop and embed intelligence in products and services using the latest open source and industry level tools available in the market.

Offered byPackt Logo

Difficulty Level

Intermediate

Completion Time

15h24m

Language

English

About Book

Who Is This Book For?

This book is for machine learning practitioners, deep learning researchers and AI enthusiasts who are looking to get well versed with different neural network architecture using Keras. Working knowledge of Python programming language is mandatory.

Book content

chapters 15h24m total length

Overview of Neural Networks

A Deeper Dive into Neural Networks

Signal Processing - Data Analysis with Neural Networks

Convolutional Neural Networks

Recurrent Neural Networks

Long Short-Term Memory Networks

Reinforcement Learning with Deep Q-Networks

Autoencoders

Generative Networks

Contemplating Present and Future Developments

Related Resources

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