Difficulty Level
Intermediate
Completion Time
10h24m
Language
English
About Book
Who Is This Book For?
The book targets Python developers, with a basic understanding of data science, statistics, and math, who want to learn how to do regression analysis on a dataset. It is beneficial if you have some knowledge of statistics and data science.
Regression Analysis with Python
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 10h24m total length
Regression, the workhorse of data science
Approaching Regression: Simple Linear Regression
Multiple Linear Regression
Logistic Regression
Data preparation
Achieving generalization
Online and Batch Learning
Beyond linearity
Real World Applications for Regression Models
Related Resources
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