Book

Keras Deep Learning Cookbook

This book gives you a practical, hands-on understanding of how you can leverage the power of Python and Keras to perform effective deep learning. It presents a unique problem-solution approach to tackle various problems in training different types of neural networks while taking care of the speed and accuracy of these models

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Difficulty Level

Intermediate

Completion Time

8h24m

Language

English

About Book

Who Is This Book For?

Keras Deep Learning Cookbook is for you if you are a data scientist or machine learning expert who wants to find practical solutions to common problems encountered while training deep learning models. A basic understanding of Python and some experience in machine learning and neural networks is required for this book.

Book content

chapters 8h24m total length

Installing and Setting up Keras

Working with datasets and models

Data Preprocessing, Optimization and Visualization

Classifying text using different Keras layers

Implementing Convolutional Neural Networks

Generative Adversarial Networks

Implementing Recurrent Neural Networks

Natural Language Processing using Keras Models

Text summarization using Keras Models

Reinforcement learning using Keras Models

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