All data are at: https://www.mimuw.edu.pl/~lukaskoz/teaching/sad2/

login: student
passwd: sad22018

1) Read https://en.wikipedia.org/wiki/Expectation%E2%80%93maximization_algorithm
2) Go to: https://www.mimuw.edu.pl/~lukaskoz/teaching/sad2/lab2/
    a) there is lectures for EM_algorithm (02 EM algorithm and motif finding.pdf)
    
    b) do artifical mouse modeling stuff (LAB10.html)
    - simulate mouse data
    - do kmeans clustring
    - do EM clustering
    - compare kmeans with EM
    
    c) some exercises for home (02_Exercise_nonsol.pdf)

3) Other usefull resources:
https://ibug.doc.ic.ac.uk/media/uploads/documents/expectation_maximization-1.pdf
https://courses.cs.washington.edu/courses/cse312/11wi/slides/12em.pdf
https://www.youtube.com/watch?v=REypj2sy_5U
https://www.youtube.com/watch?v=iQoXFmbXRJA
https://www.youtube.com/watch?v=_aWzGGNrcic <-- for k-means

4) Books: https://www.mimuw.edu.pl/~lukaskoz/teaching/sad2/books/