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Artificial Intelligence for Big Data

You're reading from   Artificial Intelligence for Big Data Complete guide to automating Big Data solutions using Artificial Intelligence techniques

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Product type Paperback
Published in May 2018
Publisher Packt
ISBN-13 9781788472173
Length 384 pages
Edition 1st Edition
Languages
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Authors (2):
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Anand Deshpande Anand Deshpande
Author Profile Icon Anand Deshpande
Anand Deshpande
Manish Kumar Manish Kumar
Author Profile Icon Manish Kumar
Manish Kumar
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Toc

Table of Contents (14) Chapters Close

Preface 1. Big Data and Artificial Intelligence Systems 2. Ontology for Big Data FREE CHAPTER 3. Learning from Big Data 4. Neural Network for Big Data 5. Deep Big Data Analytics 6. Natural Language Processing 7. Fuzzy Systems 8. Genetic Programming 9. Swarm Intelligence 10. Reinforcement Learning 11. Cyber Security 12. Cognitive Computing 13. Other Books You May Enjoy

Fundamentals of neural networks and artificial neural networks

The basic algorithms and mathematical modeling concepts we covered in the last chapter are great when it comes to solving some of the structured and simpler problems. They are simpler compared to what the human brain is easily capable of doing. For instance, when a baby starts to identify objects through various senses (sight, sound, touch, and so on), it learns about those objects based on some fundamental building blocks within the human brain. There is a similar mechanism in all living beings with a difference in the level of sophistication based on the evolution cycle.

A neurological study of the brains of various animals and human beings reveals that the basic building blocks of the brain are neurons. These biological neurons are interconnected with each other and are capable of transmitting signals simultaneously...

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