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 ...

In November 2017, the now late Professor Stephen Hawking issued a chilling warning about the imminent rise of artificial intelligence (AI). During an interview, Professor Hawking warned that AI will ...

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 ...

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 ...