My thoughts and ideas

  • Markov Chain Monte Carlo

    Markov Chain Monte Carlo is a tool for sampling otherwise intractible distributions. In this post, we’ll go through some descriptions, reasoning, and examples therein.

  • Linear Regression -- The Basics

    Linear Regression is the bedrock of Machine Learning. We cover the basics therein, some theory involved, and give some relevant examples.