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Data Science Projects with Python
Data Science Projects with Python
A case study approach to successful data science projects using Python, pandas, and scikit-learn
Publisher:
Packt Publishing Limited
By:
Stephen Klosterman
Paid access
|
May 2019
Product purchase options
E-Book
€22.99
Institutions
€115.95
Product purchase options
E-Book
€22.99
Institutions
€115.95
Description
Table of contents
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Table of Contents
Data Exploration and Cleaning
Introduction to Scikit-Learn and Model Evaluation
Details of Logistic Regression and Feature Exploration
The Bias-Variance Trade-off
Decision Trees and Random Forests
Imputation of Missing Data, Financial Analysis, and Delivery to Client
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PDF ISBN:
978-1-83855-260-2
Publisher:
Packt Publishing Limited
Copyright owner:
© 2019 Packt Publishing Limited
Publication date:
2019
Language:
English
Pages:
374
Related subjects:
Computer sciences
,
Computer sciences, other
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