How to Measure Python Program Speed: Time and Operations (MIT)
Lesson 21 of MIT's 6.100L course, with Professor Ana Bell. This lesson introduces the topic of computational efficiency: how to measure a program's execution time, count operations, and—most importantly—abstract all of this into orders of magnitude to understand the scalability of your code.
This is where the part of the course that separates hobby programmers from those who understand computer science begins. You will learn to think about runtime independently of the machine where the code runs. MIT in Portuguese, without beating around the bush.
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Source: @MIT OpenCourseWare
License: Creative Commons CC BY-NC-SA