Course unit, curriculum year 2023–2024
DATA.ML.340
Data Mining: Preprocessing and Modelling, 5 cr
Tampere University
- Description
- Completion options
Teaching periods
Active in period 2 (23.10.2023–31.12.2023)
Active in period 3 (1.1.2024–3.3.2024)
Active in period 4 (4.3.2024–31.5.2024)
Course code
DATA.ML.340Language of instruction
EnglishAcademic years
2021–2022, 2022–2023, 2023–2024Level of study
Advanced studiesGrading scale
General scale, 0-5Persons responsible
Responsible teacher:
Martti JuholaResponsible 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.
Participation in teaching
24.10.2023 – 10.12.2023
Active in period 2 (23.10.2023–31.12.2023)