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Informatique et Mathématiques appliquées
Une voie, plusieurs choix

> Formation > Cursus ingénieur

Computational biology - 5MM2533I

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  • Number of hours

    • Lectures : 18.0
    • Tutorials : -
    • Laboratory works : -
    • Projects : -
    • Internship : -
    • Written tests : -
    ECTS : 1.5
  • Officials : Olivier FRANCOIS

Goals

This interdisciplinary MSc course is designed for applicants with a biomedical, computational or mathematical background. It provides students with the necessary skills to produce effective research in bioinformatics and computational biology. The objective is to provide a short introduction on bioinformatics modelling and advanced tools for the analysis of sequence data. The course language is english.

Content

The first part of the course focuses on application in molecular biology and evolution, including hierarchical clustering and the analysis of phylogenetic and population genetic data. The second part of the course focuses on machine learning for biological data, and includes change point detection in sequences and unsupervised clustering of massive genetic data. The course is evaluated with two lab-works, one for each part of the course.

Prerequisites

Basic knowledge in applied mathematics, computer programming (Python, R, Matlab) and statistics. No specific prerequisites.

Tests

Oral presentation, written exam

N1 = 0.5*E1a + 0.5*E1b
N2 = E2

The exam is given in english only FR

Calendar

The course exists in the following branches:

  • Curriculum - Math. Modelling, Image & Simulation - Semester 9 (this course is given in english only EN)
see the course schedule for 2019-2020

Additional Information

Course ID : 5MM2533I
Course language(s): FR

The course is attached to the following structures:

You can find this course among all other courses.

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Date of update January 15, 2017

Université Grenoble Alpes