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Course unit, curriculum year 2023–2024

Introduction to Pattern Recognition and Machine Learning, 5 cr

Tampere University
Teaching periods
Active in period 1 (1.8.2023–22.10.2023)
Course code
Language of instruction
Academic years
2021–2022, 2022–2023, 2023–2024
Level of study
Basic studies
Grading scale
General scale, 0-5
Persons responsible
Responsible teacher:
Joni Kämäräinen
Responsible 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
Further information
Learning material
Studies that include this course
Completion option 1

Participation in teaching

28.08.2023 17.10.2023
Active in period 1 (1.8.2023–22.10.2023)