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Data Science Projects with Python Cover

Data Science Projects with Python

A case study approach to successful data science projects using Python, pandas, and scikit-learn

Paid access
|May 2019
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Table of Contents

  1. Data Exploration and Cleaning
  2. Introduction to Scikit-Learn and Model Evaluation
  3. Details of Logistic Regression and Feature Exploration
  4. The Bias-Variance Trade-off
  5. Decision Trees and Random Forests
  6. Imputation of Missing Data, Financial Analysis, and Delivery to Client
PDF ISBN: 978-1-83855-260-2
Publisher: Packt Publishing Limited
Copyright owner: © 2019 Packt Publishing Limited
Publication date: 2019
Language: English
Pages: 374