Artificial Intelligence

Academic Year 2023-2024

Instructors: Prof. Giorgio Fumera and Dr. Ambra Demontis

MSc in Computer Engineering, Cybersecurity and Artificial Intelligence (Univ. Cagliari)

Slides

Part I

1. Introduction to AI
2. Graph Search
3. Knowledge Representation Using Logical Languages
4. Knowledge Representation and Inference Under Uncertainty: Bayesian Networks

Part II

1. Introduction to Machine Learning
2. Decision Trees
3. Performance Evaluation
4. Neural Networks
5. Ensembles

Exercises

1. Exercises about Graph Search
2. Exercises about Knowledge Representation Using Logical Languages
3. Exercises about Bayesian Networks
4. Exercises about Machine Learning