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

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 👇

Basic Concepts

• Basics: MFML 000 — Welcome
• Basics: MFML 001 — What is machine learning?
• Basics: MFML 002 — Why use machine learning?
• Basics: MFML 003 — How does machine learning work?
• Basics: MFML 004 — How to test ML
• Basics: MFML 005 — What’s inside the black box?
• Basics: MFML 006 — Simple linear regression
• Basics: MFML 007 — Multiple linear regression
• Basics: MFML 008 — Feature engineering
• Basics: MFML 009 — What is AI?
• Basics: MFML 010 — Why did we wait so long for AI?
• Basics: MFML 011 —Algorithms…