Topics in Statistics - Presentation

Marie-Pierre Etienne

https://marieetienne.github.io/TopicsInStatistics/

2024-07-24

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Courses Objective

• Reactivate Basic Linear algebra useful in data Science

• Provide basic Data Science tools for representing and analyzing multivariate quantitative Dataset

• Implementing simple R analysis (codes in Python also provided)

Organization

• Lecture 1: Linear algebra Survival Kit
• Lecture 2: Principal Component Analysis
• Lecture 3: Regression

Planning

• Monday, September 15
• Tuesday, September 16
• Monday, September 22
• Wednesday, September 24

Material

• Lecture and lab material are available on the course website

• The corresponding Github repository is available from the website by clicking on the Github icon