Slides
Lecture decks, in PowerPoint and Quarto
Lecture decks (PowerPoint)
| File | Type | Size |
|---|---|---|
01-chap02-statisticallearning.pptx |
PPTX | 978 KB |
02-chap02-assesingmodelaccuracy.pptx |
PPTX | 697 KB |
03-chap03-reviewoflinearregression.pptx |
PPTX | 1.5 MB |
04-chap04-classificationmethods-lda-qda.pptx |
PPTX | 3.2 MB |
04-chap04-classificationmethods-logisticregression.pptx |
PPTX | 979 KB |
deep-learning-presentation.pptx |
PPTX | 1.2 MB |
regularization-ridge-lasso-elasticnet.pptx |
PPTX | 171 KB |
resamplingmethods.pptx |
PPTX | 1.6 MB |
subset-selection-and-shrinkage-methods.pptx |
PPTX | 2.9 MB |
Quarto and HTML decks
| File | Type | Size |
|---|---|---|
interactive-dl-slides.html |
HTML | 56 KB |
ml-economics-ai-lecture.qmd |
QMD | 39 KB |
The Means of Prediction
A set of RevealJS slides built on Maximilian Kasy’s The Means of Prediction: How AI Really Works (and Who Benefits) (2025) — used in the closing weeks alongside the deep learning material.
| File | Type | Size |
|---|---|---|
README.md |
MD | 4 KB |
custom.css |
CSS | 1 KB |
lecture_slides.qmd |
QMD | 22 KB |
lecture_slides_notes.md |
MD | 24 KB |