Module 10: Unsupervised Learning (PCA and clusterization)

This is a self-study module, so please do work through chapter 6 in the course book yourself. Alternatively (or in addition) you can watch the video recordings from last year by Thiago Martins, or the more compact online videos from the book authors.

There is no lecture on Monday! You should use the time for self-study.

I will give a summary and an extended quizz-session on Thursday 8-10.

Notes for the Thursday session:

10Unsuper.pdf
10Unsuper.Rmd

Lecture notes from last year:

10unsuper_lecture1.pdf
10unsuper_lecture1.Rmd

10unsuper_lecture2.pdf
10unsuper_lecture2.Rmd

The online videos:

Online lecture by Hastie and Tibshirani, Chapter 10 (all parts, including R lab)

Recordings from 2021 (by Thiago Martins):

Recorded lecture Monday 22. March
Recorded lecture Tuesday 23. March

2023-03-20, Stefanie Muff