SGN-43006 Knowledge Mining and Big Data, 5 cr
Implementation SGN-43006 2016-01
Description
Learning outcomes:
The student can describe the difference between data and knowledge mining. The student can list and describe OLAP, association, predictive modeling, modeling, regression analysis and cluster analysis.
The student can analyse the own problem and apply the lectured method on it.
The student is capable to analyse the proposed solutions.
Lessons
| Period |
4
|
| Methods of instruction |
Luento, Tentti |
| Person responsible |
Ari Visa |
Assessment scale
Numerical evaluation scale (0-5)
Requirements
Assignment and final examination.
| Exam |
Wed 10.05.2017 |
09:00 - 12:00 |
| Exam |
Thu 21.09.2017 |
17:00 - 20:00 |
| Exam |
Thu 02.11.2017 |
17:00 - 20:00 |
| SGN-43006 Knowledge Mining and Big Data/Lec/01 |
Mon 06.03.2017 |
12:00 - 14:00 |
| SGN-43006 Knowledge Mining and Big Data/Lec/02 |
Fri 10.03.2017 |
14:00 - 16:00 |
| SGN-43006 Knowledge Mining and Big Data/Lec/01 |
Mon 13.03.2017 |
12:00 - 14:00 |
| SGN-43006 Knowledge Mining and Big Data/Lec/02 |
Fri 17.03.2017 |
14:00 - 16:00 |
| SGN-43006 Knowledge Mining and Big Data/Lec/01 |
Mon 20.03.2017 |
12:00 - 14:00 |
| SGN-43006 Knowledge Mining and Big Data/Lec/02 |
Fri 24.03.2017 |
14:00 - 16:00 |
| SGN-43006 Knowledge Mining and Big Data/Lec/01 |
Mon 27.03.2017 |
12:00 - 14:00 |
| SGN-43006 Knowledge Mining and Big Data/Lec/02 |
Fri 31.03.2017 |
14:00 - 16:00 |
| SGN-43006 Knowledge Mining and Big Data/Lec/01 |
Mon 03.04.2017 |
12:00 - 14:00 |
| SGN-43006 Knowledge Mining and Big Data/Lec/02 |
Fri 07.04.2017 |
14:00 - 16:00 |
| SGN-43006 Knowledge Mining and Big Data/Lec/01 |
Mon 10.04.2017 |
12:00 - 14:00 |
| SGN-43006 Knowledge Mining and Big Data/Lec/02 |
Fri 21.04.2017 |
14:00 - 16:00 |
| SGN-43006 Knowledge Mining and Big Data/Lec/01 |
Mon 24.04.2017 |
12:00 - 14:00 |
| SGN-43006 Knowledge Mining and Big Data/Lec/02 |
Fri 28.04.2017 |
14:00 - 16:00 |
Study material
| Type |
Name |
Author |
ISBN |
Additional information |
Language |
Examination material |
| Book |
"Data Mining: Concepts and Techniques" |
Jiawei Han & Micheline Kamber |
|
Morgan Kaufmann Publisher, 2000 |
English |
Yes |
| Book |
"Principles of Data Mining" |
David J. Hand, Heikki Mannila and Padhraic Smyth |
|
MIT Press, 2000 |
English |
Yes |
