Università Roma Tre

The course will allow students to gain insight into fundamental methods, techniques, and algorithms in various areas of Artificial Intelligence and Machine Learning. Specific references will be made to autonomous search and knowledge representation. In the area of Machine Learning, the focus will be on regression, classification and clustering techniques. Finally, the principles of deep neural networks (deep learning) will be introduced. In addition to lectures, the course includes practical exercises that will allow the student to acquire analysis and problem solving skills on various domains of interest related to the degree program.