Introduction

Since the transition to my new website system, I haven’t yet had the chance to transfer my courses.

One of my most popular courses/tutorials have been on building ARIMA Models from Scratch using Python. This sprung out of a research project I was working on at the UVA Biocomplexity Institute, which after using online resources to learn about these types of forecasting models, I realized the gap in educational resources that teach from a first-principles, ground-up approach.

Thus, I wrote and published my own courses, attempting to briefly teach how to go about this process from scratch, beginning from basic forecasting principles and linear regression to more advanced models.

Below I’ve linked the course, please feel free to check it out.

ARIMA Models from SCRATCH

Please feel free to reach out with updates, questions, etc.