Student in bio-chemistry courses © Arthur Pequin

Maths and function analysis

Student in bio-chemistry courses © Arthur Pequin

Maths and function analysis

Overview

The Health and Science is established since 2107 and proposes to the students of second year medical studies, pharmacology and odontology an early formation to research.

Current Course

  • Introduction to noisy and uncertain models.

  • Recalls on function analysis, derivation rules and extrematlity conditions. Basis functions (exponential, logarithm, trigonometric).

  • Introduction to Ordinary Differential Equations (ODE).

  • Case study: The fall of an apple.

Practical work on Python

  • General Introduction: The language, its main data variable structures and an example of bivariate scatterplot visualisation

  • Gradient Descent: A light study of the algorithm for a real valued function of a single real variable and presentation of the performances

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Hadrien Lorenzo
Associate Professor at Aix-Marseille University

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