Guillaume Redoulès

Notes on python, machine learning, linux and other programming related topics

I am a data scientist and a numerical methods engineer working in the field of rocket design.

This site will host my notes on machine learning, programming or other subjects of interest. This project is open source and available on GitHub.

Blog

  • Coming soon.

Machine Learning

Basics

Preprocessing

  • Coming soon.

Feature Engineering

  • Coming soon.

Feature Selection

  • Coming soon.

Supervised Learning - Classification

  • Coming soon.

Supervised Learning - Regression

  • Coming soon.

Unsupervised Learning

  • Coming soon.

Model Selection

  • Coming soon.

Model Evaluation

  • Coming soon.

Python

Basics

Data Wrangling

Data Visualization

Web Scraping

Algorithms

  • Coming soon.

Testing

  • Coming soon.

Other

Uncertainty quantification

Basics

  • Coming soon.

OpenTurns

  • Coming soon.

Cryptocurrencies

Bitcoin

Forks/airdrops

  • Coming soon.

Visualization

  • Coming soon.

Linux

Bash

Raspberry pi

Synology

SQL

Mathematics

  • Coming soon.

Thanks to Dr. Chris Albon for inspiring this project and providing the code template for this website