New ReviewSense-Plan-Act. Class members practice thinking like a robot using this three-step method. After watching a short video that details how robots operate, class members examine their social networking habits and learn about a strategy to...

Ready to learn about machine learning? Pupils explore neutral networks and machine learning by analyzing the logic used in a single perceptron model. They consider its weaknesses and then use a multi-layer perceptron model to run...

A thought-provoking resource examines the future of automation and the effects on employment. Academics read informational text, complete written prompts, and participate in activities to understand automation and the possibilities for...

What does the future hold for AI? An interesting video considers the future of artificial intelligence. Scholars learn about assigning levels to artificial intelligence capabilities to determine what additional progress is necessary,...

Would you let artificial intelligence make important decisions for you? The 19th installment of the Crash Course Artificial Intelligence unit shows viewers how to use artificial intelligence to help in decision-making. They see how to...

You wouldn't expect artificial intelligence to have bias. An illuminating video teaches scholars about five different types of algorithmic bias. They learn how bias is not necessarily harmful but can lead to discrimination, and they...

No need to search for how search engines work. By watching a video, learners see how search engines use web crawlers to produce a list of relevant websites and then use an inverted index to organize the list. They also see how knowledge...

The 16th video in the Crash Course Artificial Intelligence playlist focuses on user-user collaborative filtering in recommender systems. Pupils learn how these artificial intelligence systems analyze available data to recommend a movie...

It's a bit eerie that a computer can predict preferences. An engaging video describes how the artificial intelligence in recommender systems work. Scholars learn about content-based, social, and personalized recommendations using YouTube...

A short video introduces viewers to the Greek myth of Talos, the first robot. The story also connects Talos to the myth of Jason, Medea, and the argonauts.

There's no need to be afraid of artificial intelligence. An educational video describes how humans and AI can work together to solve problems. It looks at Centaur chess, where humans and AI play as a team, and examines ways in which AI...

Now that we've made a video game, we might as well figure out how to beat it. Scholars create simple video games and then program an AI to defeat them in the 13th installment of the Crash Course Artificial Intelligence series. They...

Can AI beat humans at tic-tac-toe? The 12th episode in the Crash Course Artificial Intelligence series focuses on teaching computers how to play games. Scholars learn about historical attempts to teach checkers and chess, and see how the...

Robots can't take over the world just yet. Viewers of an informative video consider the connection between artificial intelligence and robotics. They learn how robots are useful for specific purposes and that localization, planning, and...

If you think logically, AI is all about symbols. An instructional video explains the development of symbolic artificial intelligence. Viewers see how AI translates problems of interest into symbols and then apply propositional logic to...

Even AI likes rewards. The ninth installment of the Crash Course Artificial Intelligence video playlist focuses on reinforcement learning. Scholars see how credit assignments, which are rewards when agents (bots) successfully navigate...

AI is so smart that it can finish people's sentences. The eighth installment of the Crash Course Artificial Intelligence series has pupils create a program that completes written sentences. They learn about tokenization, vectors, and...

"You shall know a word by the company it keeps," linguist John Firth once said. To get AI to understand language, engineers write programs by applying distributional semantics, count vectors, and recurrent neural networks. Scholars view...

Is it safe to leave AI unsupervised? An educational video describes the process of unsupervised learning and how it applies to AI. Viewers learn about K-means clustering from an example where AI needs to distinguish between three types...

Robots can't read your mind, but they can read your handwriting. The fifth installment of the Crash Course Artificial Intelligence video series looks at how to program an AI to read handwriting with a multi-layer perceptron neural...

Hey, I recognize you! Pupils build on previous videos to learn how artificial intelligence applications, such as image recognition, make use of neural networks. They see how hidden layers and deep learning play a role in these neural...

Just how smart is artificial intelligence? An educational video gives a definition of artificial intelligence and describes various real-world applications of it. Scholars review a brief history of artificial intelligence and learn what...

Make sure your AI always learns from its mistakes. An informative video describes how engineers train neural networks to find the optimal solution. Scholars learn about the process of backpropagation, which is used to adjust computations...