54:31

Stuart Russell: "Probabilistic programming and AI"

1:05:22

Martin Jankowiak - Brief Introduction to Probabilistic Programming

1:32:20

Bayesian Inference Part I - Zoubin Ghahramani - MLSS 2015 Tübingen

1:57:07

Bayesian Deep Learning and Probabilistic Model Construction - ICML 2020 Tutorial

44:02

Zoubin Ghahramani: "Probabilistic Machine Learning: From theory to industrial impact"

1:30:10

Chris Fonnesbeck: An introduction to Markov Chain Monte Carlo using PyMC3 | PyData London 2019

40:25

History of Bayesian Neural Networks (Keynote talk)

2:01:24

Deep Probabilistic Modelling with Gaussian Processes - Neil D. Lawrence - NIPS Tutorial 2017