===== 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  | 4.10. | none | | |
|  2  | 11.10. | Seminar | BF | {{:courses:be4m33ssu:sem_intro_examples_you.pdf| }} |
|  3  | 18.10. | Seminar | VF | {{ :courses:be4m33ssu:er_ws18_v3.pdf | }} |
|  4  | 25.10. | Seminar | VF | {{ :courses:be4m33ssu:svmkervc_ws18.pdf | }} | 
|  5  | 1.11. | Lab: SVMs | VF | {{ :courses:be4m33ssu:svm_homework2018.pdf | }} | 29.11. |
|  6  | 8.11.  | Seminar | JD | {{ :courses:be4m33ssu:seminar_ann_ws18.pdf | }} |
|  7  | 15.11. | Lab: Neural Networks | JD | {{ :courses:be4m33ssu:backprop_homework_ws18.pdf | }} | 13.12 |   
|  8  | 22.11. | Seminar | BF | {{ :courses:be4m33ssu:sem-learn-mle-ws18.pdf | }} |
|  9  | 29.11. | Lab: EM algorithm | BF | {{ :courses:be4m33ssu:shape_em.pdf | }}| 3.1. |
|  11  | 6.12. | Lab: Structured output SVMs | VF  | {{ :courses:be4m33ssu:sosvm_homework_ws2018.pdf | }} | 10.1. |
|  10  | 13.12. | Seminar | BF | {{ :courses:be4m33ssu:sem-em-hmm-ws18.pdf | }}  |
|  12  | 20.12. | Seminar | BF | {{ :courses:be4m33ssu:sem-mrf-ws2018.pdf | }}| 
|  13  | 3.1. | Lab: Ensembling | JD | {{ :courses:be4m33ssu:ensembling_homework_ws2018.pdf | }} | 13.1. |
|  14  | 10.1. | Seminar | JD | {{ :courses:be4m33ssu:sem_ensembling_ws2018.pdf | }} |