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

I am a data scientist with a Ph.D. in quantitative political science and a decade of experience working in statistical learning, artificial intelligence, and software engineering.

This site will host my notes on machine learning and programming. This project is open source and available on GitHub.

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

## 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

- Saving a matplotlib figure with a high resolution

### Web Scraping

- Coming soon.

### Algorithms

- Coming soon.

### Testing

- Coming soon.

### Other

- Coming soon.

## Bash

- Bash template article

## SQL

- Coming soon.

## Mathematics

- Coming soon.