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Modern Python Cookbook

You're reading from Modern Python Cookbook The latest in modern Python recipes for the busy modern programmer

Product type Paperback

Published in Nov 2016

Publisher Packt

ISBN-13 9781786469250

Length 692 pages

Edition 1st Edition

Languages

Python

Concepts

Programming Language

Table of Contents (18) Chapters

Title Page

Credits

About the Author

About the Reviewers

www.PacktPub.com

Preface

1. Numbers, Strings, and Tuples FREE CHAPTER

2. Statements and Syntax

3. Function Definitions

4. Built-in Data Structures – list, set, dict

5. User Inputs and Outputs

6. Basics of Classes and Objects

7. More Advanced Class Design

8. Input/Output, Physical Format, and Logical Layout

9. Testing

10. Web Services

11. Application Integration

Index

Chapter 10. Statistical Programming and Linear Regression

In this chapter, we'll look at the following recipes:

Using the built-in statistics library
Average of values in a Counter
Computing the coefficient of a correlation
Computing regression parameters
Computing an autocorrelation
Confirming that the data is random – the null hypothesis
Locating outliers
Analyzing many variables in one pass

The rest of the chapter is locked

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