Baseball
These modules use baseball data to teach topics in statistics and data science.
An Exploration of Pitch Sequencing in Baseball
Transition Matrices
Expectancy Matrics
Logistic Regression
Predicting Allstars
F1 Score
Confusion Matrix
Model Assessment
Learning the Basics of Pandas in Python Using 2024 MLB Team Batting Data
Dataframes
Summary Statistics
Importing and Reading Data
Data Filtering
Pandas
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Exploring Justin Verlander’s pitch type by count
2D categorical data
chi-squared test
mosaic plots
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