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Practical Data Analysis

You're reading from Practical Data Analysis

Product type Book

Published in Oct 2013

Publisher Packt

ISBN-13 9781783280995

Pages 360 pages

Edition 1st Edition

Languages

Concepts

Author (1):

Hector Cuesta

Table of Contents (24) Chapters

Practical Data Analysis

Credits

Foreword

About the Author

Acknowledgments

About the Reviewers

www.PacktPub.com

Preface

1. Getting Started

2. Working with Data

3. Data Visualization

4. Text Classification

5. Similarity-based Image Retrieval

6. Simulation of Stock Prices

7. Predicting Gold Prices

8. Working with Support Vector Machines

9. Modeling Infectious Disease with Cellular Automata

10. Working with Social Graphs

11. Sentiment Analysis of Twitter Data

12. Data Processing and Aggregation with MongoDB

13. Working with MapReduce

14. Online Data Analysis with IPython and Wakari

Setting Up the Infrastructure

Index

Acknowledgments

I would like to dedicate this book to my wife Yolanda, my wonderful children Damian and Isaac for all the joy they bring into my life, and to my parents Elena and Miguel for their constant support and love.

I would like to thank my great team at Packt Publishing, particular thanks goes to, Anurag Banerjee, Erol Staveley, Edward Gordon, Anugya Khurana, Neeshma Ramakrishnan, Arwa Manasawala, Manal Pednekar, Pragnesh Bilimoria, and Unnati Shah.

Thanks to my friends, Abel Valle, Oscar Manso, Ivan Cervantes, Agustin Ramos, Dr. Rene Cruz, Dr. Adrian Trueba, and Sergio Ruiz for their helpful suggestions and improvements to my drafts. I would also like to thank the technical reviewers for taking the time to send detailed feedback for the drafts.

I would also like to thank Dr. Armin Mikler for his encouragement and for agreeing to write the foreword of this book. Finally, as an important source of inspiration I would like to mention my mentor and former advisor Dr. Jesus Figueroa-Nazuno.

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Authors (1)

Hector Cuesta

Hector Cuesta is founder and Chief Data Scientist at Dataxios, a machine intelligence research company. Holds a BA in Informatics and a M.Sc. in Computer Science. He provides consulting services for data-driven product design with experience in a variety of industries including financial services, retail, fintech, e-learning and Human Resources. He is an enthusiast of Robotics in his spare time. You can follow him on Twitter at https://twitter.com/hmCuesta.

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