State of Bayes

State of Bayes is a series of webinars about advances in practical methods and modeling intuition. The major focus of the webinar series will be on understanding concepts of advanced statistical models and introducing prior knowledge into the loop. This free course will be interesting for Bayesian practitioners who want to deepen their understanding about Bayesian modeling.

Materials

• Full YouTube Playlist

• Introduction

  • Presentation

• Bayesian Thinking

  • Presentation

• Hierarchical Modeling

  • Presentation

• Interpretable Linear Regression

  • Presentation

• AB Testing

  • Presentation

• Gaussian Processes

  • Presentation

  • Code

• Gaussian Processes for Time Series

  • Presentation

  • Code