For the final project in my Georgia Tech ISYE 6420 Bayesian Statistics course I was interested in using Bayesian methods for prediction, especially in a time series setting. With my background in biomedical engineering and due to the rich background literature, predicting flu incidence was an interesting problem to pursue.
Please follow my blog series at arslan-aziz.com for a series of posts containing a breakdown of conceptual and implementation details of this project. Hopefully you find these resources useful to learn a bit about Bayesian methods!