Computer science and communication systems
- Admission : /en/education/bachelor/computer-science-and-communication-systems/admission/
- Study program : /en/education/bachelor/computer-science-and-communication-systems/study-program/
- Structure of studies : /en/education/bachelor/computer-science-and-communication-systems/structure-of-studies/
- Career perspectives : /en/education/bachelor/computer-science-and-communication-systems/career-perspectives/
- Exchange programs : /en/education/bachelor/computer-science-and-communication-systems/exchange-programs/
- People : /en/education/bachelor/computer-science-and-communication-systems/people/
- Admission : /en/education/bachelor/computer-science-and-communication-systems/admission/
- Study program : /en/education/bachelor/computer-science-and-communication-systems/study-program/
- Structure of studies : /en/education/bachelor/computer-science-and-communication-systems/structure-of-studies/
- Career perspectives : /en/education/bachelor/computer-science-and-communication-systems/career-perspectives/
- Exchange programs : /en/education/bachelor/computer-science-and-communication-systems/exchange-programs/
- People : /en/education/bachelor/computer-science-and-communication-systems/people/
Study program
Department:
Computer science and communication systems
Specialization:
Networks and Systems
Module: Mathematics IT
Course description
Back-
Objectives
A la fin du cours l'étudiant-e connaît
- quelques méthodes mathématiques du ''machine learning''
- quelques aspects des mathématiques discrètes
-
Content
Introduction aux fonctions réelles de plusieurs variables.
- fonctions de plusieurs variables
- gradient
- optimisation (sous contraintes)
- descente du gradient
Mathématiques numériques
- Techniques de recherche de zéros de fonctions non-linéaires
- Interpolations polynomiale, linéaire, spline
- Résolution numérique d'équations différentielles ordinaires
- Série et transformée de Fourier discrète
Type of teaching and workload
Lecture course (including exercises)
64 periods
Module exam
written (120 min.)
Course specification
Year of validity
2025-2026
Weight
2nd year
Semester
Autumn
Program
French,Bilingual
Department
Computer science and communication systems
Language of instruction
French
ID
B2C-MAS1-S
Level
Advanced
Course type
Core
Study program
Bachelor
Evaluation methods
- Continuous assessment Written work
- Exam: written (120 min.)
Reference work
- L. Amyotte, Introduction au calcul avancé et à ses applications en sciences, ERPI, ISBN: 2-7613-1557-X
Intructor(s) and/or coordinator(s)
Richard Baltensperger, Frédéric Bapst, Christoph Herren, Philippe Joye, Roseline Nussbaumer, Rudolf Riedi