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Learn Data Science Using Python: A Quick-Start Guide
book

Learn Data Science Using Python: A Quick-Start Guide

by Engy Fouda
November 2024
Beginner to intermediate
190 pages
3h 1m
English
Apress
Content preview from Learn Data Science Using Python: A Quick-Start Guide
© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2024
E. FoudaLearn Data Science Using Pythonhttps://doi.org/10.1007/979-8-8688-0935-4_4

4. Statistical Analysis and Linear Models

Engy Fouda1  
(1)
Hopewell Junction, NY, USA
 

In Chapter 3, we explored graph and data visualization. In Chapter 4, we will explore statistics and linear models.

Statistical Analysis

After reading datasets, there are usual statistical analysis tasks that should be performed to understand the data and to be included in the reports. In this chapter, we will discuss frequency tables, summary statistics, correlation analysis, and T-tests.

Frequency Tables

The frequency tables task is usually from the first steps when exploring any dataset. It ...

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