SGN-43006 Knowledge Mining and Big Data, 5 cr
Implementation SGN-43006 2018-01
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 08.05.2019 |
09:00 - 12:00 |
| Exam |
Thu 27.06.2019 |
17:00 - 20:00 |
| Exam |
Tue 22.10.2019 |
17:00 - 20:00 |
| SGN-43006 Knowledge Mining and Big Data/Lec/01 |
Mon 04.03.2019 |
14:00 - 16:00 |
| SGN-43006 Knowledge Mining and Big Data/Lec/02 |
Thu 07.03.2019 |
14:00 - 16:00 |
| SGN-43006 Knowledge Mining and Big Data/Lec/01 |
Mon 11.03.2019 |
14:00 - 16:00 |
| SGN-43006 Knowledge Mining and Big Data/Lec/02 |
Thu 14.03.2019 |
14:00 - 16:00 |
| SGN-43006 Knowledge Mining and Big Data/Lec/01 |
Mon 18.03.2019 |
14:00 - 16:00 |
| SGN-43006 Knowledge Mining and Big Data/Lec/02 |
Thu 21.03.2019 |
14:00 - 16:00 |
| SGN-43006 Knowledge Mining and Big Data/Lec/01 |
Mon 25.03.2019 |
14:00 - 16:00 |
| SGN-43006 Knowledge Mining and Big Data/Lec/02 |
Thu 28.03.2019 |
14:00 - 16:00 |
| SGN-43006 Knowledge Mining and Big Data/Lec/01 |
Mon 01.04.2019 |
14:00 - 16:00 |
| SGN-43006 Knowledge Mining and Big Data/Lec/02 |
Thu 04.04.2019 |
14:00 - 16:00 |
| SGN-43006 Knowledge Mining and Big Data/Lec/01 |
Mon 08.04.2019 |
14:00 - 16:00 |
| SGN-43006 Knowledge Mining and Big Data/Lec/02 |
Thu 11.04.2019 |
14:00 - 16:00 |
| SGN-43006 Knowledge Mining and Big Data/Lec/01 |
Mon 15.04.2019 |
14:00 - 16:00 |
| SGN-43006 Knowledge Mining and Big Data/Lec/02 |
Thu 25.04.2019 |
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 |
