Everything you’ve ever wanted to know about machine learning

Putting the fun in fundamentals! A collection of short videos to amuse beginners and experts alike

Cassie Kozyrkov
10 min readAug 19, 2022

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Looking for a fun introduction to AI with a sense of humor? Look no further than Making Friends with Machine Learning (MFML), a lovable free YouTube course designed with everyone in mind. Yes, everyone. If you’re reading this, the course is for you!

Image by Randall Munroe, xkcd.com CC.

Course Trailer

Short form videos: Most of the videos below are 1–5 minutes long, which means you get to upgrade your knowledge in bite-sized, well, bites. Tasty bites! Dive right in at the beginning or scroll down to find the topic you’d like to learn more about.

Long form videos: For those who prefer to learn in 1–2 hour feasts, the course is also available as 4 longer installments here.

Full course video: Everything in one place! Right here 👇

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Cassie Kozyrkov

Chief Decision Scientist, Google. ❤️ Stats, ML/AI, data, puns, art, theatre, decision science. All views are my own. twitter.com/quaesita