Bayesian

1. The strength of evidence versus the power of belief: Are we all Bayesians?

Jessica Utts

2. Bayesian methods for data Modelling

Mike Tipping
2 videos

3. Bayesian Inference


Peter Green
3 videos

4. Bayesian or Frequentist, Which Are You?


Michael I. Jordan
2 videos

5. Foundations of Nonparametric Bayesian Methods 

Peter Orbanz
2 videos

6. Bayesian Nonparametrics

Yee Whye Teh
3 videos

7.  Nonparametric Bayesian Models


Yee Whye Teh
2 videos

8. Dirichlet Processes: Tutorial and Practical Course

Yee Whye Teh
2 videos

9. Slowly but surely, Bayesian ideas revolutionize medical research

Donald A. Berry, Peter Mueller

10. Approximate Bayesian computation (ABC): advances and questions

Christian P. Robert, Peter Mueller

11.  Approximate Bayesian Computation: What, Why and How?

Simon Tavaré

12. Modern Bayesian Nonparametrics: beyond Dirichlet and Gaussian processes

Zoubin Ghahramani

13. Why Bayesian nonparametrics?

Zoubin Ghahramani

14. Introduction to Bayesian Nonparametrics

Peter Orbanz
4 videos

15. Introduction To Bayesian Inference

Christopher Bishop
2 videos

16. Bayesian Modelling

Zoudeos

17. Bayesian Inference: Principles and Practice

Mike Tipping
4 videos

18. Bayesian inference and Gaussian processes

Carl Edward Rasmussen
6 videos

19. Approximate Bayesian computation: a simulation based approach to inference

Richard Wilkinson

20.

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