# 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

- 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

- Coming soon.

### Data Wrangling

- 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

## 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

- Coming soon.

## Mathematics

- Coming soon.

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