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Hands-On Neural Networks with Keras

You're reading from  Hands-On Neural Networks with Keras

Product type Book
Published in Mar 2019
Publisher Packt
ISBN-13 9781789536089
Pages 462 pages
Edition 1st Edition
Languages
Author (1):
Niloy Purkait Niloy Purkait
Profile icon Niloy Purkait

Table of Contents (16) Chapters

Preface Section 1: Fundamentals of Neural Networks
Overview of Neural Networks A Deeper Dive into Neural Networks Signal Processing - Data Analysis with Neural Networks Section 2: Advanced Neural Network Architectures
Convolutional Neural Networks Recurrent Neural Networks Long Short-Term Memory Networks Reinforcement Learning with Deep Q-Networks Section 3: Hybrid Model Architecture
Autoencoders Generative Networks Section 4: Road Ahead
Contemplating Present and Future Developments Other Books You May Enjoy

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Around this time, on the pale blue cosmic dot that would later become known as Earth, life was quite tranquil and hassle-free. Back then, almost all of our ancestors were water dwellers, who would just float about in the serenity of the oceans, munching on sources of food only if they were to float by them. Yes, this was quite different than the predatory, stressful, and stimulating world of today.

Suddenly, something quite curious occurred. In a comparatively short period of time that followed, there was an explosion in the number and variety of animal species present on our planet. In only a span of about 20 million years that came after, the kind of creatures you could find on our watery earth drastically changed. They changed from the occasional single-celled organisms...

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