===== Labs and Seminars =====
Two types of labs (tutorials) will be proposed for the course (alternating):
  * practical labs in which students will implement selected methods discussed in the course and experiment with them,
  * theoretical labs in which students will discuss solutions of theoretical assignments (made available before the class).

The solutions of the practical labs have to be submitted using the [[http://cw.felk.cvut.cz/upload/|upload system]]
  * Your task will be to program a solution of the assigned problems. You have to hand out your code and a report in PDF. The report has to contain only answers to the assignments (nothing else). 
  * As a programming language you can use either Matlab or Python.
  * The deadline for submitting your solutions will be 4 weeks after the date of assignment. This is a hard deadline. (The report for the last lab has to be submitted not later than one week before the first exam.)

===== Lab/Seminar plan =====

^Week ^Date ^Topic ^Lecturer ^Materials ^Deadline ^
|  1  | 26. 9. | none | | |
|  2  | 3. 10. | Seminar | BF | {{:courses:be4m33ssu:sem_intro_examples_you.pdf| }} |
|  3  | 10. 10. | Seminar | VF | {{ :courses:be4m33ssu:sem_erm1_ws2019.pdf | }}|
|  4  | 17. 10. | Seminar | VF | {{ :courses:be4m33ssu:sem_erm2_ws2019.pdf | }} |
|  5  | 24. 10. | Seminar | VF | {{ :courses:be4m33ssu:sem_svm_ws2019.pdf | }}| |
|  6  | 31. 10. | Lab: SVMs | VF | {{ :courses:be4m33ssu:computer_lab_svm_ws2019.pdf | }} | 28. 11. |
|  7  | 7. 11.  | Seminar | JD | {{ :courses:be4m33ssu:seminar_ann_ws19.pdf | }} |
|  8  | 14. 11.| Lab: Neural Networks | JD | {{ :courses:be4m33ssu:computer_lab_backprop_ws2019.pdf | }} {{ :courses:be4m33ssu:bp_src.zip |code}} | 12. 12. |   
|  9  | 21. 11.| Seminar | BF | {{ :courses:be4m33ssu:sem-learn-mle-ws19.pdf | }} |
|  10  | 28. 11. | Lab: EM algorithm | BF | {{ :courses:be4m33ssu:shape_em.pdf | }}| 9. 1. |
|  11  | 5. 12. | Seminar | BF | {{ :courses:be4m33ssu:sem-em-hmm-ws19.pdf | }}  |
|  12  | 12. 12. | Seminar | BF | {{ :courses:be4m33ssu:sem-hmm2-ws2019.pdf | }} | 
|  13  | 19. 12. | Lab: Ensembling | JD | {{ :courses:be4m33ssu:ensembling_homework_ws2019.pdf | }} {{ :courses:be4m33ssu:ensembling_src.zip |code}} | 12. 1. |
|  14  | 9. 1. | Seminar | JD | {{ :courses:be4m33ssu:sem-ensembling-ws2019.pdf | }} |