Fiches de cours

Introduction to machine learning (BA3)

CS-233(a)

Enseignant(s) :

Salzmann Mathieu

Langue:

English

Summary

Machine learning and data analysis are becoming increasingly central in many sciences and applications. In this course, fundamental principles and methods of machine learning will be introduced, analyzed and practically implemented.

Content

Keywords

Machine learning, classification, regression, algorithms

Learning Prerequisites

Required courses

Linear algebra

Important concepts to start the course

Learning Outcomes

By the end of the course, the student must be able to:

Teaching methods

Expected student activities

Assessment methods

Supervision

Office hours No
Assistants Yes
Forum Yes
Others Course website

Dans les plans d'études

Semaine de référence

 LuMaMeJeVe
8-9 CM2  INJ218
INM202
9-10   
10-11     
11-12     
12-13     
13-14     
14-15     
15-16     
16-17     
17-18     
18-19     
19-20     
20-21     
21-22     
 
      Cours
      Exercice, TP
      Projet, autre

légende

  • Semestre d'automne
  • Session d'hiver
  • Semestre de printemps
  • Session d'été
  • Cours en français
  • Cours en anglais
  • Cours en allemand