A novel suggestion that complexity increases over time, not just in living organisms but in the nonliving world, promises to rewrite notions of time and evolution.

This engaging book explains computation accessibly and shows its relevance to daily life. Something to think about next time we execute the algorithm of getting up in the morning.

Most problems can be solved by many different algorithms, each with its own demands on time and space. Complexity theorists sort problems into categories, called complexity classes, based on the ...

In this article, I’ll step back and explain both machine learning ... There are dozens of machine learning algorithms, ranging in complexity from linear regression and logistic regression ...

In this module the student will learn the very basics of algorithms ... bound on how the time taken to execute the algorithm grows as a function of input. The student is also exposed to the notion of ...

By completing this specialization, you will be able to: Organize, store, and process data efficiently using sophisticated data structures and algorithms Design algorithms and analyze their complexity ...