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Learning Predictive Analytics with Python Cover

Learning Predictive Analytics with Python

Gain practical insights into predictive modelling by implementing Predictive Analytics algorithms on public datasets with Python

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|Jul 2025
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Table of Contents

  1. Getting started with Predictive Modelling
  2. Data Cleaning
  3. Data Wrangling
  4. Statistics Concepts for Predictive Modelling
  5. Linear Regression with Python
  6. Logistic Regression with Python
  7. Clustering with Python
  8. Decision Tree & Random Forests with Python
  9. Exploring Best Practices
  10. Appendix - List of links
PDF ISBN: 978-1-78398-327-8
Publisher: Packt Publishing Limited
Copyright owner: © 2016 Packt Publishing Limited
Publication date: 2025
Language: English
Pages: 354