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.
Accepted exercises, course assignment and final exam.
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 |