Fundamentals of Probability and Statistics

Catalog of Télécom SudParis courses

Code

IGFE MAT 7001

Semester

Fall

Domain

Mathématiques

Program

Master

Language

Anglais/English

ECTS Credits

3

Class hours

30

Workload

60

Program Manager(s)

Department

  • Electronique et Physique

Educational team

Organisation

Cours/TD/TP/projet/examen : 30

Learning objectives

Throughout this course, through exercices and practical applications, students will be given the tools to apply probabilities wisely in various fields of engineering sciences.

CDIO Skills

  • 1.1.1 - Mathematics (including statistics)
  • 2.1.1 - Problem Identification and Formulation
  • 2.1.6 - Reflections on Problems and Paradoxes
  • 3.2.3 - Written Communication

Prerequisites

At least some knowledge about discrete probabilities

Content

- General theorems of probability;
- Conditioning
- Random variables and their distributions
- Convergence of sequences of random variables;
- Markov processes, Markov chains;

Evaluation

Prof Delmas's class:
- Nine homeworks given at the issue of each of the 10 classes
- No written exam
Prof Graciani's class:
- non-mandatory homeworks
- Written final exam

Pedagogical methods

Courses/Tutorials/Homeworks