example notebooks
Books
Introduction to Statistical Learning
Python for Data Analysis
R for Data Science
Interpretable ML
Time-series forecasting
Deep Learning
The Turing Way
Visualization with Altair
Curriculum
Introduction
Grammar
Data types
Getting into Python
Setting up VS Code
Real Python
Tour of Python
Selected articles
Stop aggregating the signal
Predictive Power Score
Precision-recall is better than ROC
example notebooks
Ames Housing
Predicting house prices in Ames, Iowa
Pima Indians
Predicting diabetes with Pima Indians
Example notebooks
Predicting diabetes with Pima Indians
We use the Predictive Power Score to evaluate which features have the highest predictive power with respect to
Outcome
.
Daniel Kapitan
Nov 1, 2023
Predicting house prices in Ames, Iowa
We use the Predictive Power Score to evaluate which features have the highest predictive power with respect to
SalePrice
.
Daniel Kapitan
Oct 21, 2023
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