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Artificial Intelligence

University of Cagliari

Academic year: 2025-2026

Instructors: Prof. Giorgio Fumera, Dr. Ambra Demontis

MSc programs in:

Lecture schedule

Lecture slides

Introduction to AI

Part I – Graph Search Problems, Knowledge and Reasoning (G. Fumera)

  1. Graph Search Problems
  2. Knowledge and Reasoning: Logical Languages
  3. Uncertain Knowledge and Reasoning: Bayesian Networks

Part II – Machine Learning (A. Demontis)

  1. Introduction to Machine Learning
  2. Decision Trees
  3. Performance Evaluation
  4. Neural Networks
  5. Ensemble Methods (available soon)

Exercises

  1. Graph Search Problems
  2. Logical Languages
  3. Bayesian Networks (available soon)
  4. Machine Learning (available soon)

Exam dates