Lecture Slides
Slide decks that accompany each lecture, available as both PowerPoint (.pptx) and PDF.
| Topic | PowerPoint | |
|---|---|---|
| Introduction to AI/ML | pptx | |
| Univariate Linear Regression | pptx | |
| Multivariate (Non)Linear Regression | pptx | |
| Logistic Regression & Classification | pptx | |
| Data Preprocessing Pipelines | pptx | |
| Regularization (Lasso, Ridge, Elastic Net) | pptx | |
| Artificial Neural Networks | pptx | |
| Convolutional Neural Networks | pptx |