Thunderstruck is based on a new approach to artificial intelligence that is not based on off the shelf machine learning algorithms but a powerful combination of Deep Learning and Dynamic Bayesian ...

Description This course offers a rigorous yet practical exploration of Bayesian reasoning for data-driven inference and decision-making. Students will gain a deep understanding of probabilistic ...

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 ...