Machine Learning gets ... of the results. Bayesian statistics use probabilities to attack statistical problems and provide for people to update their conclusions as new data enters the model. But ...

These days, headlines tout the latest breakthroughs in machine learning ... of the Bayesian framework that allowed machines to think probabilistically. Pearl expects that causal reasoning could ...

Despite its title, this book is much more about big data and data mining for predictive analytics than it is about machine learning ... like regression trees and Bayesian network classification ...

We will be using the text Bayesian Reasoning And Machine Learning by David Barber (Cambridge University Press, 2012). The author has made available an electronic version of the text. Note that the ...

Judea Pearl, a pioneering figure in artificial intelligence, argues that AI has been stuck in a decades-long rut. His prescription for progress? Teach machines to understand the question why.