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Associations and Correlations

You're reading from Associations and Correlations Unearth the powerful insights buried in your data

Product type Paperback

Published in Jun 2019

Publisher

ISBN-13 9781838980412

Length 134 pages

Edition 1st Edition

Tools

CorrelViz

Concepts

Data Mining

Author (1):

Lee Baker

View More author details

Table of Contents (9) Chapters

About the Book

1. Data Collection and Cleaning FREE CHAPTER

2. Data Classification

3. Introduction to Associations and Correlations

4. Univariate Statistics

5. Multivariate Statistics

6. Visualizing Your Relationships

7. Bonus: Automating Associations and Correlations

1. Appendix

Learning Objectives

Identify a dataset that's fit for analysis using its basic features
Understand the importance of associations and correlations
Use multivariate and univariate statistical tests to confirm relationships
Classify data as qualitative or quantitative and then into the four subtypes
Build a visual representation of all the relationships in the dataset
Automate associations and correlations with CorrelViz

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Authors (1)

Baker

Baker

Lee Baker is an award-winning software creator with a passion for turning data into a story. A proud Yorkshireman, he now lives by the sparkling shores of the East Coast of Scotland. A physicist, statistician, and programmer, and the child of the flower-power psychedelic 60s, its amazing he turned out so normal! Turning his back on a promising academic career to do something more satisfying, as the CEO and co-founder of Chi-Squared Innovations, he now works double the hours for half the pay and 10 times the stress but 100 times the fun!

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