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Course unit, curriculum year 2021–2022
DATA.ML.310

Artificial Intelligence, 5 cr

Tampere University
Teaching periods
Active in period 3 (1.1.2022–6.3.2022)
Active in period 4 (7.3.2022–15.5.2022)
Active in period 5 (16.5.2022–31.7.2022)
Course code
DATA.ML.310
Language of instruction
English
Academic years
2021–2022, 2022–2023, 2023–2024
Level of study
Advanced studies
Grading scale
General scale, 0-5
Persons responsible
Responsible teacher:
Tapio Elomaa
Responsible organisation
Faculty of Information Technology and Communication Sciences 100 %
Coordinating organisation
Computing Sciences Studies 100 %
Core content
  • Problem solving and search
  • Uncertain knowledge and reasoning
  • Making complex decisions
Complementary knowledge
  • heuristic search
  • constraint satisfaction
  • probabilistic reasoning
Specialist knowledge
  • algorithm A*
  • natural language processing
  • probabilistic models
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

10.01.2022 27.02.2022
Active in period 3 (1.1.2022–6.3.2022)
23.05.2022 31.07.2022
Active in period 5 (16.5.2022–31.7.2022)

Exam

28.02.2022 28.02.2022
Active in period 3 (1.1.2022–6.3.2022)
15.03.2022 20.03.2022
Active in period 4 (7.3.2022–15.5.2022)
21.04.2022 21.04.2022
Active in period 4 (7.3.2022–15.5.2022)