This is the question posed by Pedro Domingos in his book The Master Algorithm:How the Quest for the Ultimate Learning Machine Will Remake Our World. The book provides an in-depth overview of machine ...

Superintelligence, roughly defined as an AI algorithm that can solve all problems better than people, will be a watershed for humanity and tech. Even the best human experts have trouble making ...

Algorithm design and analysis is fundamental to all areas of computer science and gives a rigorous framework for the study optimization. This course provides an introduction to algorithm design ...

This course covers three major algorithmic topics in machine learning. Half of the course is devoted to reinforcement learning with the focus on the policy gradient and deep Q-network algorithms. The ...