geomars / bayesian-statistics-coursera

This repository contains work on Coursera course - Bayesian Statistics including the experiments run for conceptual understanding, links that I found useful for reference and assignment and quiz solutions.

Bayesian Statistics - Learning with Coursera

This repository contains work on bayesian statistics course from Coursera including the experiments run for conceptual understanding, links that I found useful for reference and assignment and quiz solutions.

All the work is present as Notebooks that can be reproduced anywhere

Contents

1. Exploring Family of probability distributions
2. Bayesian Inference with Pymc3
3. Confidence interval in Frequentism & Credible intervals in Bayesian statistics
4. Quiz & assignment solutions