Science, Technology, Health

M2 Stochastic tools and Computational Methods for Decision (MSID)

  • Duration

    1 year

  • Component

    Collège Sciences et Technologies pour l’Energie et l’Environnement (STEE)

  • Language(s)

    English

Presentation

This program offers advanced level courses in statistical analysis, decision computer science, computer modeling and associated computer tools.

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Objectives

This program aims to provide strong skills in stochastic modeling and statistical methods for data analysis, combined with the associated computer tools.

  • Courses focus on applications in the industry, especially in the areas of quality control and safety analysis, but also on applications in data mining and machine learning.

  • Courses are taught by academics but also by engineers

Depending on the excellency of students and their desire to pursue doctoral studies, courses about « advanced statistics » and « advanced applied probability » can be offered.

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Skills

At the end of this program, the students in "Stochastic tools and Computational Methods for Decision" will be able to:

  • Conduct an appropriate statistical analysis

  • Apply any classical statistical methods

  • Construct and analyze an experimental design

  • Suggest and analyze a stochastic model

  • Implement stochastic simulation methods

  • Manage databases

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Organisation

MASTER 2  Stochastic tools and Computational Methods for Decision (MSID)

SEMESTER 1

Course Title

ECTS

Reliability theory

 4

UE Survival analysis

 4

UE Datamining

2

Advanced machine learning

2

Mathematical Engineering of deep learning

6

Tools for RAMS

4

French or English as a Foreign Language B2/C1

2

ELECTIVES

6

Design of experiments

4

Statistical process control

2

Monte Carlo methods

4

Data Challenge

2

SEMESTER 2

Integrator project

10

Internship from 5 to 6 months

 10

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Trainings

Intership

Mandatory

Intership duration

5-6 months

Admission

Access conditions

LANGUAGE REQUIREMENTS

CECRL B2 level in English,

All teaching materials will be provided both in English and French. Students are allowed to use English or French during exams.

ADMISSION REQUIREMENTS

All students who have completed four years in a higher education institution can apply.

A limited number of students: 30 per year

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Inscription modalities

Fees and charges

Administrative tuition in France is determined at a national level. The French Ministerial Order of April 19, 2019, amended on June 9, 2020, sets university tuition for a Master's Program as follows: European nationals: €243, extra-European nationals: €3770.

For the academic year 2022-2023, the Board of Directors has extended its policy of automatically providing a partial reduction of these fees at the UPPA. As a result, extra-European nationals will be granted automatic partial reductions such that they will be able to pay the same enrollment fees as European nationals.

Extra fees: 

In addition to academic tuition, most students must pay a student body fee (CVEC, which cost €92 in 2020-2021). 

NB: Admitted candidates in any course of study who have taken a break of more than two years from their studies will enroll via the UPPA’s Continuing Education service (Formation Continue / FORCO). They are exempt from the CVEC, however, they may be subject to a different tuition scale.

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Student capacity

And after

Further study

Doctoral studies, either in an academic context or in an industrial context 

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Professional insertion

Sectors:

  • Industry, services, academic

 Fields

  • Transportation, Aeronautics, Space
  • Energy (oil, gas, nuclear renewal, etc...)
  • Pharmaceutics and medecine
  • banking and insurance companies

 Positions:

  • RAMS engineer, statistical analysis, data scientist, data processing engineer, biostatistician, Ph.D. students
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