Multi Level Modelling

In this series, I break down the core concepts of multi-level modelling. This is an advanced technique with allows you to account for hierarchies inside your dataset.

Bayesian Statistics

In this series, I will cover what Bayesian Statistics is - introducing it seamlessly from the frequentist perspective that everyone is more familiar with.​

Simulation Techniques

​This series walks through core simulation techniques, including bootstrapping, Markov chains, and Monte Carlo simulation, with an emphasis on building intuition and practical understanding.

Machine Learning

In this series, I break down how machine learning differs from typical data analytics projects you have previuosly done, and show you the fundamentals of the various types of models.​