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Course unit, curriculum year 2024–2025
DATA.ML.100
Introduction to Machine Learning, 5 cr
Tampere University
- Description
- Completion options
Teaching periods
Active in period 1 (1.8.2024–20.10.2024)
Course code
DATA.ML.100Language of instruction
English, FinnishAcademic years
2024–2025, 2025–2026, 2026–2027Level of study
Intermediate 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 %
Common learning outcomes
Information technology and digital skills
Sustainable development goals
Goal 9: Industry, Innovation and Infrastructure
- Linear regression
- Linear classification
- Probabilistic classification
- Neural network learning
- Decision trees and random forests
- Clustering
- Manifold learning
- Reinforcement learning
Learning outcomes
Prerequisites
Compulsory prerequisites
Further information
Learning material
Equivalences
Studies that include this course
Completion option 1
Participation in teaching
26.08.2024 – 17.10.2024
Active in period 1 (1.8.2024–20.10.2024)