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Course unit, curriculum year 2021–2022
DATA.ML.100
Introduction to Pattern Recognition and Machine Learning, 5 cr
Tampere University
- Description
- Completion options
Teaching periods
Active in period 1 (1.8.2021–23.10.2021)
Course code
DATA.ML.100Language of instruction
EnglishAcademic years
2021–2022, 2022–2023, 2023–2024Level of study
Basic studiesGrading scale
General scale, 0-5Persons responsible
Responsible teacher:
Joni KämäräinenResponsible organisation
Faculty of Information Technology and Communication Sciences 100 %
Coordinating organisation
Computing Sciences Studies 100 %
- Linear regression
- Linear classification
- Probabilistic classification
- Neural network learning
- Clustering
- Reinforcement learning
Learning outcomes
Prerequisites
Further information
Learning material
Equivalences
Studies that include this course
Completion option 1
Participation in teaching
30.08.2021 – 17.10.2021
Active in period 1 (1.8.2021–23.10.2021)