2015-10-18T19:53:06-04:00https://images.c-span.org/Files/f94/20151018195748002_hd.jpgProfessor Pedro Domingos talked about his book The Master Algorithm, in which he ...

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 ...

机器学习入门新书，作者是华盛顿大学教授。 Algorithms increasingly run our lives. They find books, movies, jobs, and dates for us, manage our investments, and discover new drugs. More and more, these algorithms work by ...

Computer Science: Those with advanced degrees in computer science (CS), especially those who specialize at the Master's or Ph.D. levels in subjects like algorithms, computational theory, or artificial ...

I’ve been waiting for good book that introduces the concepts of data science and machine learning for a lay audience. There’s so much being reported on these subjects nowadays that I’m sure many ...

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 studies approximation algorithms – algorithms that are used for solving hard optimization problems. Such algorithms find approximate (slightly suboptimal) solutions to optimization ...