# 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

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

### Data Wrangling

- Moving average with pandas
- 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

- Plotting data using log axis
- Setting up the notebook for plotting with matplotlib
- Saving a matplotlib figure with a high resolution

### Web Scraping

- Downloading a static webpage with python
- Getting stock market data

### Algorithms

- Coming soon.

### Testing

- Coming soon.

### Other

- Running multiple calls to a function un parallel with Dask distributed
- 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

- Keywords to use with WHERE
- Sorting results
- Filter content of a TABLE
- 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