Week 12: Clustering (k-means, GMM, hierarchical)

k-Means, Gaussian Mixture Models, Expectation Maximization, Hierarchical Clustering, Density-based Clustering, Exercise 8 distributed

Lecture

Lecture slides, week 12

With the TA

Discussion of the previous exercises; Finger exercises (with TA)

Demos & notebooks

Multiple Demo Files

References

Finger ExercisesDiscussion of the previous exercises; Finger exercises (with TA)

Problem set

Problem set 8 — published Monday 30 NovemberPublished on the Monday of its week; its solution follows one week later.