Advanced Topics in Machine Learning
Persone
Docente titolare del corso
Carman M. J.
Docente titolare del corso
Assistente
Assistente
Assistente
Descrizione
The course aims at entertaining students on advanced topics in machine learning by both touching technologies/methodologies and applications.
Obiettivi
The goal of the course is to expose students to advanced topics in machine learning so as to complement and enrich material seen in basic machine learning courses.
Modalità di insegnamento
In presenza
Impostazione pedagogico-didattica
The teaching modality blends frontal teaching done by the instructors -we will also invite international fellows to deliver some lectures- and presentations done by groups of students on hot machine learning topics on provided material. Assignments will be given to groups of students to perfect some topics understanding.
Modalità d’esame
Assignments and presentations done by the students.
Offerta formativa
- Master of Science in Artificial Intelligence, Lezione, 2° anno
- Master of Science in Computational Science, Lezione, A scelta, 1° anno
- Master of Science in Computational Science, Lezione, A scelta, 2° anno
- Master of Science in Informatics, Lezione, Artificial Intelligence, A scelta, 1° anno
- Master of Science in Informatics, Lezione, Artificial Intelligence, A scelta, 2° anno (3.0 ECTS)
- Dottorato in Scienze informatiche, Lezione, A scelta, 1° anno (4.0 ECTS)
Prerequisito
- Machine Learning, Wand M., Ashley D. R., Faccio F., Gopalakrishnan A., Herrmann V., Kirsch L., SA 2021-2022
- Machine Learning, Alippi C., Adorni G., Butera L., Riva M., SP 2022
