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Course unit, curriculum year 2020–2021
DATA.ML.310
Artificial Intelligence, 5 cr
Tampere University
- Description
- Completion options
Teaching periods
Active in period 3 (1.1.2021–7.3.2021)
Active in period 4 (8.3.2021–31.5.2021)
Course code
DATA.ML.310Language of instruction
EnglishAcademic year
2020–2021Level of study
Advanced studiesGrading scale
General scale, 0-5Persons responsible
Responsible teacher:
Tapio ElomaaResponsible organisation
Faculty of Information Technology and Communication Sciences 100 %
Core content
- Logic, knowledge, and reasoning
- Problem solving and search
- Uncertain knowledge and reasoning
- Machine learning
Complementary knowledge
- propositional and first-order logic
- heuristic search
- probabilistic reasoning
- reinforcement learning
Specialist knowledge
- knowledge bases
- algorithm A*
- decision making
- applications of reinforcement learning
Learning outcomes
Prerequisites
Compulsory prerequisites
Further information
Learning material
Studies that include this course
Completion option 1
Completion of all options is required.
Participation in teaching
11.01.2021 – 26.02.2021
Active in period 3 (1.1.2021–7.3.2021)