March 2020
Beginner to intermediate
352 pages
8h 40m
English
Content preview from Hands-On Exploratory Data Analysis with Python
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Hypothesis Testing and Regression
In this chapter, we will dive into two important concepts, hypothesis testing and regression. First, we will discuss several aspects of hypothesis testing, the basic principles of hypothesis testing and types of hypothesis testing and run through some working examples. Next, we will discuss types of regression and develop models using the scikit-learn library.
In this chapter, we will cover the following topics:
- Hypothesis testing
- p-hacking
- Understanding regression
- Types of regression
- Model development and evaluation
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.