===== 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  | 5.10. | none | | |
|  2  | 12.10. | Seminar | BF | {{:courses:be4m33ssu:seminar1.pdf| }}|
|  3  | 19.10. | Seminar | VF | {{:courses:be4m33ssu:seminar_2.pdf| }} |
|  4  | 26.10. | Seminar | VF | {{:courses:be4m33ssu:seminar_3.pdf| }}| 
|  5  | 2.11. | Lab: SVMs | VF | {{:courses:be4m33ssu:computer_lab_svm_for_dns2017.pdf| }} | 30.11. |
|  6  | 9.11.  | Seminar | JD | {{:courses:be4m33ssu:seminar_4_ws2017.pdf| }} |
|  7  | 16.11. | Lab: Neural Networks | JD | {{:courses:be4m33ssu:computer_lab_backprop_homework_2017.pdf| }} | 17.12 |   
|  8  | 23.11. | Seminar | BF | {{:courses:be4m33ssu:seminar_5_ws2017.pdf| }}|
|  9  | 30.11. | Lab: EM algorithm | BF | {{:courses:be4m33ssu:shape_em.pdf| }}| 28.12 |
|  10  | 7.12. | Seminar | BF | {{:courses:be4m33ssu:seminar_6_ws2017.pdf| }}|
|  11  | 14.12. | Lab: Structured output SVMs | VF  | {{:courses:be4m33ssu:computer_lab_sosvm.pdf| }} | 11.1. |
|  12  | 21.12. | Seminar | BF | {{:courses:be4m33ssu:seminar_7_ws2017.pdf| }}| 
|  13  | 4.1. | Lab: Ensembling | JD | {{:courses:be4m33ssu:computer_lab_ensembling_homework_2017.pdf| }} | 16.1. |
|  14  | 11.1. | Seminar | JD | {{:courses:be4m33ssu:seminar_8_ws2017.pdf| }} |