Book Image

Mastering Python for Data Science

By : Samir Madhavan
Book Image

Mastering Python for Data Science

By: Samir Madhavan

Overview of this book

Table of Contents (19 chapters)
Mastering Python for Data Science
Credits
About the Author
About the Reviewers
www.PacktPub.com
Preface
7
Estimating the Likelihood of Events
Index

Summary


In this chapter, we learned how to create a simple linear regression model followed by multiple regressions, where there was an initial inspection analysis done on the data in order to understand it. We then created regression models using the statsmodels and SciKit package.

In the next chapter, we'll learn how to perform the probability scoring of an event that takes place using logistic regression.