SGN-43006 Knowledge Mining and Big Data, 5 cr
Implementation SGN-43006 2017-01
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 |
Tue 08.05.2018 |
09:00 - 12:00 |
| Exam |
Thu 28.06.2018 |
17:00 - 20:00 |
| Exam |
Tue 25.09.2018 |
17:00 - 20:00 |
| SGN-43006 Knowledge Mining and Big Data/Lec/01 |
Mon 05.03.2018 |
14:00 - 16:00 |
| SGN-43006 Knowledge Mining and Big Data/Lec/02 |
Wed 07.03.2018 |
12:00 - 14:00 |
| SGN-43006 Knowledge Mining and Big Data/Lec/01 |
Mon 12.03.2018 |
14:00 - 16:00 |
| SGN-43006 Knowledge Mining and Big Data/Lec/02 |
Wed 14.03.2018 |
12:00 - 14:00 |
| SGN-43006 Knowledge Mining and Big Data/Lec/01 |
Mon 19.03.2018 |
14:00 - 16:00 |
| SGN-43006 Knowledge Mining and Big Data/Lec/02 |
Wed 21.03.2018 |
12:00 - 14:00 |
| SGN-43006 Knowledge Mining and Big Data/Lec/01 |
Mon 26.03.2018 |
14:00 - 16:00 |
| SGN-43006 Knowledge Mining and Big Data/Lec/02 |
Wed 04.04.2018 |
12:00 - 14:00 |
| SGN-43006 Knowledge Mining and Big Data/Lec/01 |
Mon 09.04.2018 |
14:00 - 16:00 |
| SGN-43006 Knowledge Mining and Big Data/Lec/02 |
Wed 11.04.2018 |
12:00 - 14:00 |
| SGN-43006 Knowledge Mining and Big Data/Lec/01 |
Mon 16.04.2018 |
14:00 - 16:00 |
| SGN-43006 Knowledge Mining and Big Data/Lec/02 |
Wed 18.04.2018 |
12:00 - 14:00 |
| SGN-43006 Knowledge Mining and Big Data/Lec/01 |
Mon 23.04.2018 |
14:00 - 16:00 |
| SGN-43006 Knowledge Mining and Big Data/Lec/02 |
Wed 25.04.2018 |
12:00 - 14:00 |
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 |
