Statistical learning (IMC-4302C)

Introduction to machine learning, ESIEE, 2020.

Lectures by Adriana Gogonel.

Outline

  1. Introduction to Python : SlidesSome examples

  2. Linear regression : Notebook

  3. Logistic regression : Notebook

  4. Model selection : Notebook

  5. Support vector machines : Notebook - Example

  6. k-Nearest neighbors : Notebook

  7. k-means : Notebook

Download some useful functions for the labs.

Final project instructions.