Greatest NBA Team
(loading data, descriptive statistics & working with columns)
A Better Quarterback Rating
(feature creation, sorting)
7-Footers and 6.5-Footers
(qnorm, pnorm, z-scores, subsetting)
Evaluating a Claim
(for loops, simulations)
Streaks
(simulation)
Is Caitlin Clark better at home?
(resampling, p-values)
Are soccer refs biased?
(inference testing)
Moneyballing
(multiple linear regression)
Predicting Fan Behavior
(logistic regression)
Can I Eat It?
(decision trees and random forests)