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Advanced Topics in Machine Learning

People

Alippi C.

Course director

Carman M. J.

Course director

Manenti A.

Assistant

Marisca I.

Assistant

Marzi T.

Assistant

Description

The course aims at entertaining students on advanced topics in machine learning by both touching technologies/methodologies and applications. Particular attention will be devoted to the use of Large Language Models technologies. 

Objectives

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.

Sustainable development goals

  • Indusrty, innovation and infrastracture
  • Sustainable cities and communities

Teaching mode

In presence

Learning methods

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.

Examination information

Assignments and presentations done by the students.

Education

Prerequisite