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
Offered by
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.
Keras Deep Learning Cookbook
- About Book
- Who Is This Book For?
- Book Content
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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