SGN-43006 Knowledge Mining and Big Data, 5 cr
Implementation SGN-43006 2019-01
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 |
Mon 11.05.2020 |
13:00 - 16:00 |
| Exam |
Wed 17.06.2020 |
17:00 - 20:00 |
| SGN-43006 Knowledge Mining and Big Data/Lec/02 |
Mon 02.03.2020 |
12:00 - 14:00 |
| SGN-43006 Knowledge Mining and Big Data/Lec/01 |
Wed 04.03.2020 |
12:00 - 14:00 |
| SGN-43006 Knowledge Mining and Big Data/Lec/02 |
Mon 09.03.2020 |
12:00 - 14:00 |
| SGN-43006 Knowledge Mining and Big Data/Lec/01 |
Wed 11.03.2020 |
12:00 - 14:00 |
| SGN-43006 Knowledge Mining and Big Data/Lec/02 |
Mon 16.03.2020 |
12:00 - 14:00 |
| SGN-43006 Knowledge Mining and Big Data/Lec/01 |
Wed 18.03.2020 |
12:00 - 14:00 |
| SGN-43006 Knowledge Mining and Big Data/Lec/02 |
Mon 23.03.2020 |
12:00 - 14:00 |
| SGN-43006 Knowledge Mining and Big Data/Lec/01 |
Wed 25.03.2020 |
12:00 - 14:00 |
| SGN-43006 Knowledge Mining and Big Data/Lec/02 |
Mon 30.03.2020 |
12:00 - 14:00 |
| SGN-43006 Knowledge Mining and Big Data/Lec/01 |
Wed 01.04.2020 |
12:00 - 14:00 |
| SGN-43006 Knowledge Mining and Big Data/Lec/02 |
Mon 06.04.2020 |
12:00 - 14:00 |
| SGN-43006 Knowledge Mining and Big Data/Lec/01 |
Wed 15.04.2020 |
12:00 - 14:00 |
| SGN-43006 Knowledge Mining and Big Data/Lec/02 |
Mon 20.04.2020 |
12:00 - 14:00 |
| SGN-43006 Knowledge Mining and Big Data/Lec/01 |
Wed 22.04.2020 |
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 |
