Artificial Intelligence
University of Cagliari
Academic year: 2025-2026
Instructors: Prof. Giorgio Fumera, Dr. Ambra Demontis
MSc programs in:
- Computer Engineering, Cybersecurity and Artificial Intelligence (course description)
- Electronic Engineering (course description)
- Internet Engineering (course description)
Lecture schedule
- Tue, Sept. 30: Introduction to Artificial Intelligence. Graph search problems
- Thu, Oct. 2: Graph search problems
- Tue, Oct. 7: Machine Learning
- Thu, Oct. 9: Graph search problems
- Tue, Oct. 14: Machine Learning
- Thu, Oct. 16: Graph search problems. Knowledge and reasoning: logical languages
- Tue, Oct. 21: Machine Learning
- Thu, Oct. 23: Knowledge and reasoning: logical languages
- Tue, Oct. 28: Machine Learning
- Tue, Nov. 4: Machine Learning
- Thu, Nov. 6: Knowledge and reasoning: logical languages
- Tue, Nov. 11: Machine Learning
- Thu, Nov. 13: Knowledge and reasoning: logical languages. Uncertain knowledge and reasoning: probability theory
- Tue, Nov. 18: Machine Learning
- Thu, Nov. 20: Uncertain knowledge and reasoning: probability theory
- Tue, Nov. 25: Machine Learning
- Tue, Dec. 2: Machine Learning
- Thu, Dec. 4: Uncertain knowledge and reasoning: Bayesian networks
- Tue, Dec. 9: Machine Learning
- Thu, Dec. 11: Uncertain knowledge and reasoning: Bayesian networks
Lecture slides
Part I – Graph Search Problems, Knowledge and Reasoning (G. Fumera)
- Graph Search Problems
- Knowledge and Reasoning: Logical Languages (available soon)
- Uncertain Knowledge and Reasoning: Bayesian Networks (available soon)
Part II – Machine Learning (A. Demontis)
- Introduction to Machine Learning
- Decision Trees (available soon)
- Performance Evaluation (available soon)
- Neural Networks (available soon)
- Ensemble Methods (available soon)
Exercises
- Graph Search Problems (available soon)
- Logical Languages (available soon)
- Bayesian Networks (available soon)
- Machine Learning (available soon)
Exam dates
- Wed., Nov. 5, 15:00 (only for students enrolled as “fuori corso”)