TrainingsMasterBio-informatiqueCoursesBasics in algebra and analysis

Master Bio-informatiqueUE Basics in algebra and analysis

Content

This course will give a review of some basic notions of algebra and analysis. Illustrations in Python will be given. We will focus on the matrix tools necessary for regression :

  • Matrix calculation : matrix multiplication, matrix transposition
  • Determinant calculation with Python, matrix inverse with Python, linear system with Python
  • Calculation of eigenvalues/eigenvectors with Python
  • Function representation
  • Linear regression

Language used

Main language used by this course: Français.

Structure and organisation

Lectures will provide a summary of basic concepts, which will be applied in practicals.

Volume of teachings

  • Lectures: 6 hours
  • Tutorials: 6 hours
  • Pratical works: 6 hours

The trainings which use this course