# Notes on python, machine learning, linux and other programming related topics
Data Science for Political and Social Phenomena
Author: Guillaume Redoulès

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

- Article Recommander

### 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

- Opening a file with python
- Opening a SQLite database with python

### Data Wrangling

- Reading data from a sql database with pandas
- Writing data to a sql database with pandas
- Creating a sqlite database
- Iterating over a DataFrame

### Data Visualization

- Setting up the notebook for plotting with matplotlib
- Saving a matplotlib figure with a high resolution

### Web Scraping

- Coming soon.

### Algorithms

- Coming soon.

### Testing

- Coming soon.

### Other

- Updating all python package with anaconda

## Uncertainty quantification

### Basics

- Coming soon.

### OpenTurns

- Coming soon.

## Cryptocurrencies

### Bitcoin

- Installing bitcoind on raspberry pi

### Forks/airdrops

- Coming soon.

### Visualization

- Coming soon.

## Linux

### Bash

- Reloading .bashrc
- Reloading fstab

### Raspberry pi

- Mount a NFS share using fstab

### Synology

- Synology NFS share

## SQL

- Displaying the content of a TABLE

## Mathematics

- Coming soon.

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