SGN-41007 Pattern Recognition and Machine Learning, 5 cr

Toteutuskerta SGN-41007 2018-01

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	Fri 01.03.2019	09:00 - 12:00
Exam	Wed 10.04.2019	17:00 - 20:00
Exam	Wed 09.10.2019	17:00 - 20:00


SGN-41007 Pattern Recognition and Machine Learning/Lec/02	Mon 07.01.2019	12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/Lec/01 (*)	Thu 10.01.2019	12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/Lec/02	Mon 14.01.2019	12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/Lec/01 (*)	Thu 17.01.2019	12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/Lec/02	Mon 21.01.2019	12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/Lec/01 (*)	Thu 24.01.2019	12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/Lec/02	Mon 28.01.2019	12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/Lec/01 (*)	Thu 31.01.2019	12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/Lec/02	Mon 04.02.2019	12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/Lec/01 (*)	Thu 07.02.2019	12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/Lec/02	Mon 11.02.2019	12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/Lec/01 (*)	Thu 14.02.2019	12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/Lec/02	Mon 18.02.2019	12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/Lec/01 (*)	Thu 21.02.2019	12:00 - 14:00


SGN-41007 Pattern Recognition and Machine Learning/EG01/01	Mon 07.01.2019	14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/EG01/01	Mon 14.01.2019	14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/EG01/01	Mon 21.01.2019	14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/EG01/01	Mon 28.01.2019	14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/EG01/01	Mon 04.02.2019	14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/EG01/01	Mon 11.02.2019	14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/EG01/01	Mon 18.02.2019	14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/EG02/01	Tue 08.01.2019	08:00 - 10:00
SGN-41007 Pattern Recognition and Machine Learning/EG03/01	Tue 08.01.2019	16:00 - 18:00
SGN-41007 Pattern Recognition and Machine Learning/EG02/01	Tue 15.01.2019	08:00 - 10:00
SGN-41007 Pattern Recognition and Machine Learning/EG03/01	Tue 15.01.2019	16:00 - 18:00
SGN-41007 Pattern Recognition and Machine Learning/EG02/01	Tue 22.01.2019	08:00 - 10:00
SGN-41007 Pattern Recognition and Machine Learning/EG03/01	Tue 22.01.2019	16:00 - 18:00
SGN-41007 Pattern Recognition and Machine Learning/EG02/01	Tue 29.01.2019	08:00 - 10:00
SGN-41007 Pattern Recognition and Machine Learning/EG03/01	Tue 29.01.2019	16:00 - 18:00
SGN-41007 Pattern Recognition and Machine Learning/EG02/01	Tue 05.02.2019	08:00 - 10:00
SGN-41007 Pattern Recognition and Machine Learning/EG03/01	Tue 05.02.2019	16:00 - 18:00
SGN-41007 Pattern Recognition and Machine Learning/EG02/01	Tue 12.02.2019	08:00 - 10:00
SGN-41007 Pattern Recognition and Machine Learning/EG03/01	Tue 12.02.2019	16:00 - 18:00
SGN-41007 Pattern Recognition and Machine Learning/EG02/01	Tue 19.02.2019	08:00 - 10:00
SGN-41007 Pattern Recognition and Machine Learning/EG03/01	Tue 19.02.2019	16:00 - 18:00
SGN-41007 Pattern Recognition and Machine Learning/EG04/01	Wed 09.01.2019	08:00 - 10:00
SGN-41007 Pattern Recognition and Machine Learning/EG05/01	Wed 09.01.2019	12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/EG06/01	Wed 09.01.2019	16:00 - 18:00
SGN-41007 Pattern Recognition and Machine Learning/EG04/01	Wed 16.01.2019	08:00 - 10:00
SGN-41007 Pattern Recognition and Machine Learning/EG05/01	Wed 16.01.2019	12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/EG06/01	Wed 16.01.2019	16:00 - 18:00
SGN-41007 Pattern Recognition and Machine Learning/EG04/01	Wed 23.01.2019	08:00 - 10:00
SGN-41007 Pattern Recognition and Machine Learning/EG05/01	Wed 23.01.2019	12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/EG06/01	Wed 23.01.2019	16:00 - 18:00
SGN-41007 Pattern Recognition and Machine Learning/EG04/01	Wed 30.01.2019	08:00 - 10:00
SGN-41007 Pattern Recognition and Machine Learning/EG05/01	Wed 30.01.2019	12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/EG06/01	Wed 30.01.2019	16:00 - 18:00
SGN-41007 Pattern Recognition and Machine Learning/EG04/01	Wed 06.02.2019	08:00 - 10:00
SGN-41007 Pattern Recognition and Machine Learning/EG05/01	Wed 06.02.2019	12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/EG06/01	Wed 06.02.2019	16:00 - 18:00
SGN-41007 Pattern Recognition and Machine Learning/EG04/01	Wed 13.02.2019	08:00 - 10:00
SGN-41007 Pattern Recognition and Machine Learning/EG05/01	Wed 13.02.2019	12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/EG06/01	Wed 13.02.2019	16:00 - 18:00
SGN-41007 Pattern Recognition and Machine Learning/EG04/01	Wed 20.02.2019	08:00 - 10:00
SGN-41007 Pattern Recognition and Machine Learning/EG05/01	Wed 20.02.2019	12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/EG06/01	Wed 20.02.2019	16:00 - 18:00
SGN-41007 Pattern Recognition and Machine Learning/EG07/01	Thu 10.01.2019	08:00 - 10:00
SGN-41007 Pattern Recognition and Machine Learning/EG07/01	Thu 17.01.2019	08:00 - 10:00
SGN-41007 Pattern Recognition and Machine Learning/EG07/01	Thu 24.01.2019	08:00 - 10:00
SGN-41007 Pattern Recognition and Machine Learning/EG07/01	Thu 31.01.2019	08:00 - 10:00
SGN-41007 Pattern Recognition and Machine Learning/EG07/01	Thu 07.02.2019	08:00 - 10:00
SGN-41007 Pattern Recognition and Machine Learning/EG07/01	Thu 14.02.2019	08:00 - 10:00
SGN-41007 Pattern Recognition and Machine Learning/EG07/01	Thu 21.02.2019	08:00 - 10:00
SGN-41007 Pattern Recognition and Machine Learning/EG08/01	Fri 11.01.2019	08:00 - 10:00
SGN-41007 Pattern Recognition and Machine Learning/EG11/01	Fri 11.01.2019	10:00 - 12:00
SGN-41007 Pattern Recognition and Machine Learning/EG12/01	Fri 11.01.2019	10:00 - 12:00
SGN-41007 Pattern Recognition and Machine Learning/EG09/01	Fri 11.01.2019	12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/EG10/01	Fri 11.01.2019	14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/EG08/01	Fri 18.01.2019	08:00 - 10:00
SGN-41007 Pattern Recognition and Machine Learning/EG12/01	Fri 18.01.2019	10:00 - 12:00
SGN-41007 Pattern Recognition and Machine Learning/EG11/01	Fri 18.01.2019	10:00 - 12:00
SGN-41007 Pattern Recognition and Machine Learning/EG09/01	Fri 18.01.2019	12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/EG10/01	Fri 18.01.2019	14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/EG08/01	Fri 25.01.2019	08:00 - 10:00
SGN-41007 Pattern Recognition and Machine Learning/EG12/01	Fri 25.01.2019	10:00 - 12:00
SGN-41007 Pattern Recognition and Machine Learning/EG11/01	Fri 25.01.2019	10:00 - 12:00
SGN-41007 Pattern Recognition and Machine Learning/EG09/01	Fri 25.01.2019	12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/EG10/01	Fri 25.01.2019	14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/EG08/01	Fri 01.02.2019	08:00 - 10:00
SGN-41007 Pattern Recognition and Machine Learning/EG11/01	Fri 01.02.2019	10:00 - 12:00
SGN-41007 Pattern Recognition and Machine Learning/EG12/01	Fri 01.02.2019	10:00 - 12:00
SGN-41007 Pattern Recognition and Machine Learning/EG09/01	Fri 01.02.2019	12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/EG10/01	Fri 01.02.2019	14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/EG08/01	Fri 08.02.2019	08:00 - 10:00
SGN-41007 Pattern Recognition and Machine Learning/EG12/01	Fri 08.02.2019	10:00 - 12:00
SGN-41007 Pattern Recognition and Machine Learning/EG11/01	Fri 08.02.2019	10:00 - 12:00
SGN-41007 Pattern Recognition and Machine Learning/EG09/01	Fri 08.02.2019	12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/EG10/01	Fri 08.02.2019	14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/EG08/01	Fri 15.02.2019	08:00 - 10:00
SGN-41007 Pattern Recognition and Machine Learning/EG11/01	Fri 15.02.2019	10:00 - 12:00
SGN-41007 Pattern Recognition and Machine Learning/EG12/01	Fri 15.02.2019	10:00 - 12:00
SGN-41007 Pattern Recognition and Machine Learning/EG09/01	Fri 15.02.2019	12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/EG10/01	Fri 15.02.2019	14:00 - 16:00
SGN-41007 Pattern Recognition and Machine Learning/EG08/01	Fri 22.02.2019	08:00 - 10:00
SGN-41007 Pattern Recognition and Machine Learning/EG12/01	Fri 22.02.2019	10:00 - 12:00
SGN-41007 Pattern Recognition and Machine Learning/EG11/01	Fri 22.02.2019	10:00 - 12:00
SGN-41007 Pattern Recognition and Machine Learning/EG09/01	Fri 22.02.2019	12:00 - 14:00
SGN-41007 Pattern Recognition and Machine Learning/EG10/01	Fri 22.02.2019	14:00 - 16:00

Oppimateriaali

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