Instructional Video15:24
TED Talks

The Incredible Inventions of Intuitive AI

9th - 12th
Welcome to the Augmented Age. Futurist Maurice Conti introduces viewers to his predictions of what to expect from the Augmented Age, an age of computers and robotic systems that work with humans to imagine, design, and build all sorts of...
Instructional Video10:56
Crash Course

Unsupervised Machine Learning: Crash Course Statistics #37

9th - 12th
Let the machines do what they do best. The 37th installment of the Crash Course Statistics series focuses on unsupervised machine learning. It describes two methods, k-means and hierarchical clustering, and provides examples for each.
Instructional Video11:51
Crash Course

Supervised Machine Learning: Crash Course Statistics #36

9th - 12th
Use math to help predict the future. Viewers of the 36th Crash Course video covering statistics hear about machine learning. They see how logistic regression, linear discriminant analysis, and K nearest neighbors are all models that help...
Instructional Video4:47
American Chemical Society

The World's Smallest Robots: Rise of the Nanomachines

9th - Higher Ed Standards
Think robots are big, clunky heaps of metal? Not anymore! Introduce your class to a whole new breed of robots through a video from the American Chemical Society's Reactions playlist. The resource shows what these tiny machines are made...
Instructional Video11:51
Crash Course

Machine Learning and Artificial Intelligence

9th - Higher Ed
From driving cars to making medical diagnoses, machines are getting smarter every day. Scholars explore machine learning and artificial intelligence by watching the 34th video in an engaging series. Among the topics are classification,...
Instructional Video10:24
Real Engineering

What's the Biggest Machine in the World?

9th - Higher Ed
Which is the biggest machine of them all? A Real Engineering video claims that the biggest machine in the world is the US electrical grid and its components. It describes the first electrical plant made by Edison as well as various other...
Instructional Video11:53
Crash Course

Early Computing: Crash Course Computer Science #1

9th - 12th
A generation brought up with computers probably can't imagine a world without them. The first video in the series explains advances in early computing. From the abacus to tabulating machines, individuals see how computations were made...
Instructional Video5:27
TED-Ed

Can Robots Be Creative?

9th - 12th Standards
What is creativity, anyway? Check out this fascinating video on the potential for creativity from artificial intelligence. The resource provides insight into the world of computer programming and algorithms, while at the same...