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Learning Predictive Analytics with Python

You're reading from  Learning Predictive Analytics with Python

Product type Book
Published in Feb 2016
Publisher
ISBN-13 9781783983261
Pages 354 pages
Edition 1st Edition
Languages
Authors (2):
Ashish Kumar Ashish Kumar
Profile icon Ashish Kumar
Gary Dougan Gary Dougan
Profile icon Gary Dougan
View More author details

Table of Contents (19) Chapters

Learning Predictive Analytics with Python
Credits
Foreword
About the Author
Acknowledgments
About the Reviewer
www.PacktPub.com
Preface
1. Getting Started with Predictive Modelling 2. Data Cleaning 3. Data Wrangling 4. Statistical Concepts for Predictive Modelling 5. Linear Regression with Python 6. Logistic Regression with Python 7. Clustering with Python 8. Trees and Random Forests with Python 9. Best Practices for Predictive Modelling A List of Links
Index

Acknowledgments

I dedicate this book to my beloved grandfather who is the prime reason behind whatever I am today. He is my source of inspiration and he is the one I want to be like. Not a single line of this book was written without thinking about him; may you stay strong and healthy.

I want to acknowledge the support of my family, especially my parents and siblings. My conversations with them were the power source, which kept me going.

I want to acknowledge the guidance and support of my friends for insisting that I should do this when I was skeptical about taking this up. I would like to thank Ajit and Pranav for being the best friends one could ask for and always being there for me. A special mention to Vijayaraghavan for lending his garden for me to work in and relax post the long writing sessions. I would like to thank my college friends, especially my wing mates, Zenithers, who have always been pillars of support. My friends at the Young India Fellowship have made me evolve as a person and I am grateful to all of them.

I would like to thank my college friends, especially my wing mates, Zenithers, who have been pillars of support all throughout my life. My friends at the Young India Fellowship have made me evolve as a person and I am grateful to all of them.

I would like to extend my sincere gratitude to my faculty and well wishers at IIT Madras and the Young India Fellowship. The Tiger Analytics family, especially Pradeep, provided a conducive environment and encouraged me to take up and complete this task. I would also like to convey my sincere regards to Zeena Johar for believing in me and giving me the best learning and working opportunities, which were more than what I could have asked for in my first job.

I want to thank my editors Nikhil, Amey, Saurabh, Indrajit, and reviewer, Matt, for their wonderful comments and prompt responses. I would like to thank the entire PACKT publication team that was involved with ISBN B01782.

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