SGN-43006 Knowledge Mining and Big Data, 5 cr

Toteutuskerta SGN-43006 2017-01

Kuvaus

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.

Opetus

Periodi 4
Opetusmuodot Luento, Tentti
Vastuuhenkilö Ari Visa

Arvosteluasteikko

Numerical evaluation scale (0-5)

Suoritusvaatimukset

Assignment and final examination.

Kohderyhmät

Information Technology , International Students , Jatkotutkinto-opiskelijat , Sähkötekniikka

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

Oppimateriaali

Tyyppi Nimi Tekijä ISBN Lisätiedot Kieli Tenttimateriaali
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