2025 Course Schedule
| Date | Lecture | Lab | Data | Additional Materials |
|---|---|---|---|---|
| Mon, Jun 2 | Probability Review | Lab 1 | - | — |
| Tue, Jun 3 | Simple Linear Regression | Lab 2 | — | |
| Wed, Jun 4 | Multivariable Linear Regression | Lab 3 | — | |
| Thu, Jun 5 | Logistic Regression | Lab 4 | — | |
| Fri, Jun 6 | Confounding | Lab 5 | — | |
| Mon, Jun 9 | Models Do What They're Told | Lab 6 | — | |
| Tue, Jun 10 | Significance And P Values | Lab 7 | — | |
| Wed, Jun 11 | Clt And Bin Conf Int | Lab 8 | — | |
| Thu, Jun 12 | The Bootstrap | Lab 9 | — | |
| Fri, Jun 13 | Kelly Betting | Lab 10 | - | — |
| Mon, Jun 16 | Priors And Fake Data | Lab 11 | — | |
| Tue, Jun 17 | Empirical Bayes | Lab 12 | — | |
| Wed, Jun 18 | Shrinkage Estimation | Lab 13 | — | |
| Thu, Jun 19 (No class) | - | - | - | - |
| Fri, Jun 20 | Fully Bayesian Models | Lab 14 | — | |
| Mon, Jun 23 | Regularization And Ridge | Lab 15 | — | |
| Tue, Jun 24 | Bias Variance Tradeoff | Lab 16 | — | |
| Wed, Jun 25 | Decision Trees | - | - | — |
| Thu, Jun 26 | Random Forests And Boosting | Lab 17 | - | — |
| Fri, Jun 27 | Clustering | Lab 18 | — | |
| Mon, Jun 30 | Game Theory | - | - | — |