Opinto-opas 2019-2020

SGN-41007 Pattern Recognition and Machine Learning, 5 cr

Toteutuskerta SGN-41007 2019-01

Kuvaus

Advanced course on pattern recognition and machine learning with applications in signal and image processing. The aim of the course is to provide ability to apply PR and ML methods in students' own system development work. The practical exercises (Python) are an essential part of the course giving the possibility to utilize the methods in practical problems.

Opetus

Periodi 2
Opetusmuodot Luento, Tentti, Harjoitusryhmä
Vastuuhenkilö Heikki Huttunen

Arvosteluasteikko

Numerical evaluation scale (0-5)

Suoritusvaatimukset

Accepted exercises, course assignment and final exam.

Exam Thu 12.12.2019 09:00 - 12:00
Tentti Wed 12.02.2020 17:00 - 20:00
Exam Tue 21.04.2020 17:00 - 20:00
SGN-41007 Pattern Recognition and Machine Learning/Lec/01 (*) Mon 21.10.2019 12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/Lec/02 Thu 24.10.2019 12:00 - 14:00
(Peruttu) SGN-41007 Pattern Recognition and Machine Learning/Lec/01 Mon 28.10.2019 12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/Lec/01 (*) Tue 29.10.2019 14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/Lec/02 Thu 31.10.2019 12:00 - 14:00
(Peruttu) SGN-41007 Pattern Recognition and Machine Learning/Lec/01 Mon 04.11.2019 12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/Lec/01 (*) Tue 05.11.2019 14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/Lec/02 Thu 07.11.2019 12:00 - 14:00
(Peruttu) SGN-41007 Pattern Recognition and Machine Learning/Lec/01 Mon 11.11.2019 12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/Lec/01 (*) Tue 12.11.2019 14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/Lec/02 Thu 14.11.2019 12:00 - 14:00
(Peruttu) SGN-41007 Pattern Recognition and Machine Learning/Lec/01 Mon 18.11.2019 12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/Lec/01 (*) Tue 19.11.2019 14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/Lec/02 Thu 21.11.2019 12:00 - 14:00
(Peruttu) SGN-41007 Pattern Recognition and Machine Learning/Lec/01 Mon 25.11.2019 12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/Lec/01 (*) Tue 26.11.2019 14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/Lec/02 Thu 28.11.2019 12:00 - 14:00
(Peruttu) SGN-41007 Pattern Recognition and Machine Learning/Lec/01 Mon 02.12.2019 12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/Lec/01 (*) Tue 03.12.2019 14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/Lec/02 Thu 05.12.2019 12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/EG01/01 Mon 21.10.2019 08:00 - 10:00
SGN-41007 Pattern Recognition and Machine Learning/EG02/01 Mon 21.10.2019 10:00 - 12:00
SGN-41007 Pattern Recognition and Machine Learning/EG03/01 Mon 21.10.2019 14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/EG04/01 Mon 21.10.2019 16:00 - 18:00
SGN-41007 Pattern Recognition and Machine Learning/EG01/01 Mon 28.10.2019 08:00 - 10:00
SGN-41007 Pattern Recognition and Machine Learning/EG02/01 Mon 28.10.2019 10:00 - 12:00
SGN-41007 Pattern Recognition and Machine Learning/EG03/01 Mon 28.10.2019 14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/EG04/01 Mon 28.10.2019 16:00 - 18:00
SGN-41007 Pattern Recognition and Machine Learning/EG01/01 Mon 04.11.2019 08:00 - 10:00
SGN-41007 Pattern Recognition and Machine Learning/EG02/01 Mon 04.11.2019 10:00 - 12:00
SGN-41007 Pattern Recognition and Machine Learning/EG03/01 Mon 04.11.2019 14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/EG04/01 Mon 04.11.2019 16:00 - 18:00
SGN-41007 Pattern Recognition and Machine Learning/EG01/01 Mon 11.11.2019 08:00 - 10:00
SGN-41007 Pattern Recognition and Machine Learning/EG02/01 Mon 11.11.2019 10:00 - 12:00
SGN-41007 Pattern Recognition and Machine Learning/EG03/01 Mon 11.11.2019 14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/EG04/01 Mon 11.11.2019 16:00 - 18:00
SGN-41007 Pattern Recognition and Machine Learning/EG01/01 Mon 18.11.2019 08:00 - 10:00
SGN-41007 Pattern Recognition and Machine Learning/EG02/01 Mon 18.11.2019 10:00 - 12:00
SGN-41007 Pattern Recognition and Machine Learning/EG03/01 Mon 18.11.2019 14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/EG04/01 Mon 18.11.2019 16:00 - 18:00
SGN-41007 Pattern Recognition and Machine Learning/EG01/01 Mon 25.11.2019 08:00 - 10:00
SGN-41007 Pattern Recognition and Machine Learning/EG02/01 Mon 25.11.2019 10:00 - 12:00
SGN-41007 Pattern Recognition and Machine Learning/EG03/01 Mon 25.11.2019 14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/EG04/01 Mon 25.11.2019 16:00 - 18:00
SGN-41007 Pattern Recognition and Machine Learning/EG01/01 Mon 02.12.2019 08:00 - 10:00
SGN-41007 Pattern Recognition and Machine Learning/EG02/01 Mon 02.12.2019 10:00 - 12:00
SGN-41007 Pattern Recognition and Machine Learning/EG03/01 Mon 02.12.2019 14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/EG04/01 Mon 02.12.2019 16:00 - 18:00
SGN-41007 Pattern Recognition and Machine Learning/EG02/01 Wed 23.10.2019 14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/EG01/01 Wed 23.10.2019 16:00 - 18:00
SGN-41007 Pattern Recognition and Machine Learning/EG02/01 Wed 30.10.2019 14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/EG01/01 Wed 30.10.2019 16:00 - 18:00
SGN-41007 Pattern Recognition and Machine Learning/EG02/01 Wed 06.11.2019 14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/EG01/01 Wed 06.11.2019 16:00 - 18:00
SGN-41007 Pattern Recognition and Machine Learning/EG02/01 Wed 13.11.2019 14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/EG01/01 Wed 13.11.2019 16:00 - 18:00
SGN-41007 Pattern Recognition and Machine Learning/EG02/01 Wed 20.11.2019 14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/EG01/01 Wed 20.11.2019 16:00 - 18:00
SGN-41007 Pattern Recognition and Machine Learning/EG02/01 Wed 27.11.2019 14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/EG01/01 Wed 27.11.2019 16:00 - 18:00
SGN-41007 Pattern Recognition and Machine Learning/EG02/01 Wed 04.12.2019 14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/EG01/01 Wed 04.12.2019 16:00 - 18:00
SGN-41007 Pattern Recognition and Machine Learning/EG05/01 Thu 24.10.2019 08:00 - 10:00
SGN-41007 Pattern Recognition and Machine Learning/EG06/01 Thu 24.10.2019 14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/EG07/01 Thu 24.10.2019 16:00 - 18:00
SGN-41007 Pattern Recognition and Machine Learning/EG05/01 Thu 31.10.2019 08:00 - 10:00
SGN-41007 Pattern Recognition and Machine Learning/EG06/01 Thu 31.10.2019 14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/EG07/01 Thu 31.10.2019 16:00 - 18:00
SGN-41007 Pattern Recognition and Machine Learning/EG05/01 Thu 07.11.2019 08:00 - 10:00
SGN-41007 Pattern Recognition and Machine Learning/EG06/01 Thu 07.11.2019 14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/EG07/01 Thu 07.11.2019 16:00 - 18:00
SGN-41007 Pattern Recognition and Machine Learning/EG05/01 Thu 14.11.2019 08:00 - 10:00
SGN-41007 Pattern Recognition and Machine Learning/EG06/01 Thu 14.11.2019 14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/EG07/01 Thu 14.11.2019 16:00 - 18:00
SGN-41007 Pattern Recognition and Machine Learning/EG05/01 Thu 21.11.2019 08:00 - 10:00
SGN-41007 Pattern Recognition and Machine Learning/EG06/01 Thu 21.11.2019 14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/EG07/01 Thu 21.11.2019 16:00 - 18:00
SGN-41007 Pattern Recognition and Machine Learning/EG05/01 Thu 28.11.2019 08:00 - 10:00
SGN-41007 Pattern Recognition and Machine Learning/EG06/01 Thu 28.11.2019 14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/EG07/01 Thu 28.11.2019 16:00 - 18:00
SGN-41007 Pattern Recognition and Machine Learning/EG05/01 Thu 05.12.2019 08:00 - 10:00
SGN-41007 Pattern Recognition and Machine Learning/EG06/01 Thu 05.12.2019 14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/EG07/01 Thu 05.12.2019 16:00 - 18:00
SGN-41007 Pattern Recognition and Machine Learning/EG08/01 Fri 25.10.2019 08:00 - 10:00
SGN-41007 Pattern Recognition and Machine Learning/EG09/01 Fri 25.10.2019 10:00 - 12:00
SGN-41007 Pattern Recognition and Machine Learning/EG10/01 Fri 25.10.2019 12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/EG11/01 Fri 25.10.2019 14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/EG12/01 Fri 25.10.2019 16:00 - 18:00
SGN-41007 Pattern Recognition and Machine Learning/EG08/01 Fri 01.11.2019 08:00 - 10:00
SGN-41007 Pattern Recognition and Machine Learning/EG09/01 Fri 01.11.2019 10:00 - 12:00
SGN-41007 Pattern Recognition and Machine Learning/EG10/01 Fri 01.11.2019 12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/EG11/01 Fri 01.11.2019 14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/EG12/01 Fri 01.11.2019 16:00 - 18:00
SGN-41007 Pattern Recognition and Machine Learning/EG08/01 Fri 08.11.2019 08:00 - 10:00
SGN-41007 Pattern Recognition and Machine Learning/EG09/01 Fri 08.11.2019 10:00 - 12:00
SGN-41007 Pattern Recognition and Machine Learning/EG10/01 Fri 08.11.2019 12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/EG11/01 Fri 08.11.2019 14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/EG12/01 Fri 08.11.2019 16:00 - 18:00
SGN-41007 Pattern Recognition and Machine Learning/EG08/01 Fri 15.11.2019 08:00 - 10:00
SGN-41007 Pattern Recognition and Machine Learning/EG09/01 Fri 15.11.2019 10:00 - 12:00
SGN-41007 Pattern Recognition and Machine Learning/EG10/01 Fri 15.11.2019 12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/EG11/01 Fri 15.11.2019 14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/EG12/01 Fri 15.11.2019 16:00 - 18:00
SGN-41007 Pattern Recognition and Machine Learning/EG08/01 Fri 22.11.2019 08:00 - 10:00
SGN-41007 Pattern Recognition and Machine Learning/EG09/01 Fri 22.11.2019 10:00 - 12:00
SGN-41007 Pattern Recognition and Machine Learning/EG10/01 Fri 22.11.2019 12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/EG11/01 Fri 22.11.2019 14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/EG12/01 Fri 22.11.2019 16:00 - 18:00
SGN-41007 Pattern Recognition and Machine Learning/EG08/01 Fri 29.11.2019 08:00 - 10:00
SGN-41007 Pattern Recognition and Machine Learning/EG09/01 Fri 29.11.2019 10:00 - 12:00
SGN-41007 Pattern Recognition and Machine Learning/EG10/01 Fri 29.11.2019 12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/EG11/01 Fri 29.11.2019 14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/EG12/01 Fri 29.11.2019 16:00 - 18:00

Oppimateriaali

Tyyppi Nimi Tekijä ISBN Lisätiedot Kieli Tenttimateriaali
Lecture slides Pattern Recognition and Machine Learning Heikki Huttunen English Yes