Opinto-opas 2016-2017

SGN-41007 Pattern Recognition and Machine Learning, 5 cr

Toteutuskerta SGN-41007 2016-01

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 3
Opetusmuodot Luento, Tentti, Harjoitusryhmä
Vastuuhenkilö Heikki Huttunen

Arvosteluasteikko

Numerical evaluation scale (0-5)

exam Wed 01.03.2017 09:00 - 12:00
Exam Tue 11.04.2017 17:00 - 20:00
ylimääräinen tentti Tue 13.06.2017 17:00 - 20:00
Exam Wed 27.09.2017 17:00 - 20:00
SGN-41007 Pattern Recognition and Machine Learning/Lec/01 (*) Tue 10.01.2017 14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/Lec/02 Fri 13.01.2017 14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/Lec/01 (*) Tue 17.01.2017 14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/Lec/02 Fri 20.01.2017 14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/Lec/01 (*) Tue 24.01.2017 14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/Lec/02 Fri 27.01.2017 14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/Lec/01 (*) Tue 31.01.2017 14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/Lec/02 Fri 03.02.2017 14:00 - 16:00
(Peruttu) SGN-41007 Pattern Recognition and Machine Learning/Lec/01 Tue 07.02.2017 14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/Lec/02 Fri 10.02.2017 14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/Lec/01 (*) Tue 14.02.2017 14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/Lec/02 Fri 17.02.2017 14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/Lec/01 (*) Tue 21.02.2017 14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/Lec/02 Fri 24.02.2017 14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/EG01/01 Wed 11.01.2017 08:00 - 10:00
SGN-41007 Pattern Recognition and Machine Learning/EG01/01 Wed 11.01.2017 12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/EG02/01 Wed 11.01.2017 14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/EG03/01 Wed 11.01.2017 16:00 - 18:00
SGN-41007 Pattern Recognition and Machine Learning/EG01/01 Wed 18.01.2017 08:00 - 10:00
SGN-41007 Pattern Recognition and Machine Learning/EG01/01 Wed 18.01.2017 12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/EG02/01 Wed 18.01.2017 14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/EG03/01 Wed 18.01.2017 16:00 - 18:00
SGN-41007 Pattern Recognition and Machine Learning/EG01/01 Wed 25.01.2017 08:00 - 10:00
SGN-41007 Pattern Recognition and Machine Learning/EG01/01 Wed 25.01.2017 12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/EG02/01 Wed 25.01.2017 14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/EG03/01 Wed 25.01.2017 16:00 - 18:00
SGN-41007 Pattern Recognition and Machine Learning/EG01/01 Wed 01.02.2017 08:00 - 10:00
SGN-41007 Pattern Recognition and Machine Learning/EG01/01 Wed 01.02.2017 12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/EG02/01 Wed 01.02.2017 14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/EG03/01 Wed 01.02.2017 16:00 - 18:00
SGN-41007 Pattern Recognition and Machine Learning/EG01/01 Wed 08.02.2017 08:00 - 10:00
SGN-41007 Pattern Recognition and Machine Learning/EG01/01 Wed 08.02.2017 12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/EG02/01 Wed 08.02.2017 14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/EG03/01 Wed 08.02.2017 16:00 - 18:00
SGN-41007 Pattern Recognition and Machine Learning/EG01/01 Wed 15.02.2017 08:00 - 10:00
SGN-41007 Pattern Recognition and Machine Learning/EG01/01 Wed 15.02.2017 12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/EG02/01 Wed 15.02.2017 14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/EG03/01 Wed 15.02.2017 16:00 - 18:00
SGN-41007 Pattern Recognition and Machine Learning/EG01/01 Wed 22.02.2017 08:00 - 10:00
SGN-41007 Pattern Recognition and Machine Learning/EG01/01 Wed 22.02.2017 12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/EG02/01 Wed 22.02.2017 14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/EG03/01 Wed 22.02.2017 16:00 - 18:00
SGN-41007 Pattern Recognition and Machine Learning/EG02/01 Thu 12.01.2017 10:00 - 12:00
SGN-41007 Pattern Recognition and Machine Learning/EG06/01 Thu 12.01.2017 10:00 - 12:00
SGN-41007 Pattern Recognition and Machine Learning/EG04/01 Thu 12.01.2017 12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/EG05/01 Thu 12.01.2017 16:00 - 18:00
SGN-41007 Pattern Recognition and Machine Learning/EG02/01 Thu 19.01.2017 10:00 - 12:00
SGN-41007 Pattern Recognition and Machine Learning/EG06/01 Thu 19.01.2017 10:00 - 12:00
SGN-41007 Pattern Recognition and Machine Learning/EG04/01 Thu 19.01.2017 12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/EG05/01 Thu 19.01.2017 16:00 - 18:00
SGN-41007 Pattern Recognition and Machine Learning/EG02/01 Thu 26.01.2017 10:00 - 12:00
SGN-41007 Pattern Recognition and Machine Learning/EG06/01 Thu 26.01.2017 10:00 - 12:00
SGN-41007 Pattern Recognition and Machine Learning/EG04/01 Thu 26.01.2017 12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/EG05/01 Thu 26.01.2017 16:00 - 18:00
SGN-41007 Pattern Recognition and Machine Learning/EG06/01 Thu 02.02.2017 10:00 - 12:00
SGN-41007 Pattern Recognition and Machine Learning/EG02/01 Thu 02.02.2017 10:00 - 12:00
SGN-41007 Pattern Recognition and Machine Learning/EG04/01 Thu 02.02.2017 12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/EG05/01 Thu 02.02.2017 16:00 - 18:00
SGN-41007 Pattern Recognition and Machine Learning/EG06/01 Thu 09.02.2017 10:00 - 12:00
SGN-41007 Pattern Recognition and Machine Learning/EG02/01 Thu 09.02.2017 10:00 - 12:00
SGN-41007 Pattern Recognition and Machine Learning/EG04/01 Thu 09.02.2017 12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/EG05/01 Thu 09.02.2017 16:00 - 18:00
SGN-41007 Pattern Recognition and Machine Learning/EG06/01 Thu 16.02.2017 10:00 - 12:00
SGN-41007 Pattern Recognition and Machine Learning/EG02/01 Thu 16.02.2017 10:00 - 12:00
SGN-41007 Pattern Recognition and Machine Learning/EG04/01 Thu 16.02.2017 12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/EG05/01 Thu 16.02.2017 16:00 - 18:00
SGN-41007 Pattern Recognition and Machine Learning/EG06/01 Thu 23.02.2017 10:00 - 12:00
SGN-41007 Pattern Recognition and Machine Learning/EG02/01 Thu 23.02.2017 10:00 - 12:00
SGN-41007 Pattern Recognition and Machine Learning/EG04/01 Thu 23.02.2017 12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/EG05/01 Thu 23.02.2017 16:00 - 18:00
SGN-41007 Pattern Recognition and Machine Learning/EG01/01 Fri 13.01.2017 12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/EG01/01 Fri 20.01.2017 12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/EG01/01 Fri 27.01.2017 12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/EG01/01 Fri 03.02.2017 12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/EG01/01 Fri 10.02.2017 12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/EG01/01 Fri 17.02.2017 12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/EG01/01 Fri 24.02.2017 12:00 - 14:00

Oppimateriaali

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