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Artificial Intelligence for Big Data

You're reading from Artificial Intelligence for Big Data

Product type Book

Published in May 2018

Publisher Packt

ISBN-13 9781788472173

Pages 384 pages

Edition 1st Edition

Languages

Concepts

Artificial Intelligence

Authors (2):

Anand Deshpande

Manish Kumar

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Table of Contents (19) Chapters

Title Page

Copyright and Credits

Packt Upsell

Contributors

Preface

1. Big Data and Artificial Intelligence Systems

2. Ontology for Big Data

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

1. Other Books You May Enjoy

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Index

Introduction to the Weka framework

One of the handy tools in evaluating various data science algorithms is Weka (Waikato Environment for Knowledge Analysis). This is a suite of machine learning software written in the Java programming language. Weka is very popular since it can be extended to leverage additional algorithms and data mining techniques. In this section, we will be introduced to the generic concepts of Weka and specifically look at using it for the implementation of genetic algorithms.

Weka provides a great and intuitive visual user interface for data mining, analysis, and predictive modeling. Some of the features that make Weka a popular choice for the community are the following:

Weka is available as a free tool to use under the GNU General Public license
Weka is written in the Java programming language and compiles to byte code, which is easily portable across platforms
Weka contains a rich library of machine learning algorithms and it can further be extended within the framework...

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Authors (2)

Anand Deshpande

Anand Deshpande has over 19 years' experience with IT services and product development. He is currently working as Vice President of Advanced Analytics and Product Development at VSquare Systems Pvt. Ltd. (VSquare). He has developed a special interest in data science and an algorithmic approach to data management and analytics and co-authored a book entitled Artificial Intelligence for Big Data in May 2018.

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Manish Kumar

Manish Kumar works as Director of Technology and Architecture at VSquare. He has over 13 years' experience in providing technology solutions to complex business problems. He has worked extensively on web application development, IoT, big data, cloud technologies, and blockchain. Aside from this book, Manish has co-authored three books (Mastering Hadoop 3, Artificial Intelligence for Big Data, and Building Streaming Applications with Apache Kafka).

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