Fiches de cours 2017-2018

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Statistical learning

MATH-412

Enseignant(s) :

Thibaud Emeric Rolland Georges

Langue:

English

Summary

An introduction to statistical methods for supervised and unsupervised learning.

Content

Learning Prerequisites

Recommended courses

Analysis, Linear Algebra, Probability, Statistics, Linear Models

Learning Outcomes

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

Teaching methods

Ex cathedra lectures, exercises and computer practicals in the classroom and at home.

Assessment methods

Continuous control, final exam.

Second session: from the rulebook of the Section of Mathematics (art. 3 al. 5), the teacher decides of the form of the exam and communicates it to the concerned students.

Supervision

Assistants Yes

Resources

Virtual desktop infrastructure (VDI)

No

Bibliography

Ressources en bibliothèque

Dans les plans d'études

Semaine de référence

 LuMaMeJeVe
8-9    BC03
9-10    
10-11    BC03
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