Skip to main content
You are browsing the curriculum of a past academic year (2021–2022).
Do you want to change to the ongoing academic year?
Course unit, curriculum year 2021–2022
DATA.ML.340

Data Mining: Preprocessing and Modelling, 5 cr

Tampere University
Teaching periods
Active in period 3 (1.1.2022–6.3.2022)
Active in period 4 (7.3.2022–15.5.2022)
Active in period 5 (16.5.2022–31.7.2022)
Course code
DATA.ML.340
Language of instruction
English
Academic years
2021–2022, 2022–2023, 2023–2024
Level of study
Advanced studies
Grading scale
General scale, 0-5
Persons responsible
Responsible teacher:
Martti Juhola
Responsible organisation
Faculty of Information Technology and Communication Sciences 100 %
Coordinating organisation
Computing Sciences Studies 100 %
Properties of data and measurements are considered. Preprocessing methods of data are described to select and prepare data for data mining algorithms. Some data mining algorithms are presented as well as their applications, for instance, for classification and prediction of data.
Learning outcomes
Prerequisites
Recommended prerequisites
Further information
Learning material
Studies that include this course
Completion option 1
Written examination and completed weekly exercises.
Completion of all options is required.

Exam

03.03.2022 03.03.2022
Active in period 3 (1.1.2022–6.3.2022)
30.03.2022 30.03.2022
Active in period 4 (7.3.2022–15.5.2022)
16.03.2022 16.03.2022
Active in period 4 (7.3.2022–15.5.2022)

Participation in teaching

18.01.2022 30.06.2022
Active in period 3 (1.1.2022–6.3.2022)
Active in period 4 (7.3.2022–15.5.2022)
Active in period 5 (16.5.2022–31.7.2022)