Like with movies, I don’t have one favorite machine learning (ML) algorithm, but a few favorites, each for its own reason. Here are some of my top few algorithms and models: Most elegant: The ...

A machine learning model can manipulate data to find relationships, patterns and provide the data-based means to make predictions without probability. Commercial applications of "AI," which is a ...

The course sets up the foundations and covers the basic algorithms covered in probabilistic machine learning. ... Inference and Learning Algorithms, Cambridge University Press, 2003; D. Barber, ...

Unlike older approaches to machine reasoning, in which each causal connection (“rain makes grass wet”) had to be explicitly taught, programs based on probabilistic approaches like Bayesian ...