Machine-learning-basics

Basic machine learning algorithms developed from scratch, such as cross-validation, linear regression, nearest neighbors.

Causal-Inference

Code for my research in causal inference studies

Videos

Jupyter notebooks describing various data science analyses on supplementary online videos

General-applications

In here I present code for calculating various things such as implementing Newton's method and calculating a running average.

YouTube