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Hands-On Neural Networks with Keras

You're reading from   Hands-On Neural Networks with Keras Design and create neural networks using deep learning and artificial intelligence principles

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Product type Paperback
Published in Mar 2019
Publisher Packt
ISBN-13 9781789536089
Length 462 pages
Edition 1st Edition
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Author (1):
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Niloy Purkait Niloy Purkait
Author Profile Icon Niloy Purkait
Niloy Purkait
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Table of Contents (16) Chapters Close

Preface 1. Section 1: Fundamentals of Neural Networks FREE CHAPTER
2. Overview of Neural Networks 3. A Deeper Dive into Neural Networks 4. Signal Processing - Data Analysis with Neural Networks 5. Section 2: Advanced Neural Network Architectures
6. Convolutional Neural Networks 7. Recurrent Neural Networks 8. Long Short-Term Memory Networks 9. Reinforcement Learning with Deep Q-Networks 10. Section 3: Hybrid Model Architecture
11. Autoencoders 12. Generative Networks 13. Section 4: Road Ahead
14. Contemplating Present and Future Developments 15. Other Books You May Enjoy

The birth of vision

The following is an epic tale, an epic tale that took place nearly 540 million years ago.

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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