Lecture 8 ML Model Modelling

In-class Material

1. Slides

2. Notebook

Extra Reading

1. Ensemble Learning Techniques Tutorial

2. Deep Learning Tips and Tricks cheatsheet

3. Why do tree-based models still outperform deep learning on tabular data?

4. Do not sleep on traditional machine learning: Simple and interpretable techniques are competitive to deep learning for sleep scoring

5. Explainability for Large Language Models: A Survey

6. SHAP & LIME for Model Explanation