Probabilities and simulation - KAIN7M10

  • Number of hours

    • Lectures 18.0
    • Projects -
    • Tutorials 15.0
    • Internship -
    • Laboratory works -
    • Written tests 2.0

    ECTS

    ECTS 0.5

Goal(s)

The course aims at giving the bases of the probabilities with application to the analysis of algorithms and the randomization. The targeted skills are:

  • Acquire and master the language of probabilities in the context of informatics (modeling);
  • Know how on generating data distributed according to a given law (ability to write the corresponding algorithms);
  • Know how on building simple experimental plans and analyzing the results with rigor.

Content(s)

Analysis of experimental results
Probabilistic modeling, examples and formalization
Generation of random variables of discrete law
Main discrete laws
Generating functions
Random variables of continuous law
Enumeration and Simulation
Statistical estimation
Normal law and limit theorems
Hypothesis tests

Test

CC, EXAM

Calendar

The course exists in the following branches:

  • Curriculum - INFO - Semester 7

Additional Information

Course ID : KAIN7M10
Course language(s): FR

You can find this course among all other courses.