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Regression Analysis with Python Cover

Regression Analysis with Python

Discover everything you need to know about the art of regression analysis with Python, and change how you view data

Paid access
|Sep 2025
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Table of Contents

  1. Regression, the workhorse of data science
  2. Approaching Regression: Simple Linear Regression
  3. Multiple Linear Regression
  4. Logistic Regression
  5. Data preparation
  6. Achieving generalization
  7. Online and Batch Learning
  8. Beyond linearity
  9. Real World Applications for Regression Models
PDF ISBN: 978-1-78398-074-1
Publisher: Packt Publishing Limited
Copyright owner: © 2016 Packt Publishing Limited
Publication date: 2025
Language: English
Pages: 312