DANL 320 - Machine Learning Notebooks
| Title | Subtitle | Date |
|---|---|---|
| Linear Regression | Bikeshare in DC | February 19, 2025 |
| Linear Regression | Orange Juice | February 26, 2025 |
| Homework 2 | Beer Markets | March 5, 2025 |
| Logistic Regression | New Born Baby at Risk | March 24, 2025 |
| Homework 3 | American Housing Survey 2004 | March 26, 2025 |
| Quasi-Separation and Regularized Logistic Regression | Car Safety Rating | March 31, 2025 |
| Lasso Linear Regression | Online Shopping | April 2, 2025 |
| Lasso Logistic Regression | NHL Player Evaluation | April 7, 2025 |
| Omitted Variable Bias | Orange Juice | April 9, 2025 |
| Tree-based Models | NBC Shows; Boston Housing Markets | April 14, 2025 |
| From Linear Regression to Tree-based Models | Claifornia Housing Markets | April 16, 2025 |
| Homework 4 - Part 1: Lasso Linear Regerssion - Model 1 | Beer Markets with Big Demographic Design | April 19, 2025 |
| Homework 4 - Part 1: Lasso Linear Regerssion - Model 2 | Beer Markets with Big Demographic Design | April 19, 2025 |
| Homework 4 - Part 1: Lasso Linear Regerssion - Model 3 with Discussions | Beer Markets with Big Demographic Design | April 19, 2025 |
| Homework 4 - Part 2: Tree-based Models | MLB Batting | April 19, 2025 |
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