Artificial Intelligence Teacher Resources

There’s very little artificial about artificial intelligence. Programs are carefully crafted by computer scientists to run machines that can recognize human speech, play chess, run assembly lines, and power robots that can go where no human has gone before.

A great way to begin a study of AI is with a lesson that directs young computer scientists to first investigate the technology that makes AI work and then to create mazes in Minecraft. A STEM lesson asks students to craft an algorithm to automate a robot that can put out a fire.

The field of information and communications technology and engineering is growing rapidly, and 21st century learners not only need to develop the computer skills necessary in this growing field but to also develop an understanding of AI programming basics. This short video models how different types of machine learning algorithms work.

While information and communication technologists are eager to explore the possibilities of AI, they also express cautions. Therefore, students need to develop critical thinking skills necessary to evaluate the possible threats inherent in the use of AI. Check out this video that asks viewers to consider the implications of the misuse of AI in such fields as weaponry.

The resources in our collection are designed to prepare learners for the world envisioned by futurists like Isaac Asimov, Ray Bradbury, Arthur C. Clark.

Showing 212 resources
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Artificial Intelligence & Facial Recognition: Regulations & Privacy Issues

For Students 9th - 10th
Artificial Intelligence (AI) technology promises to automate and reshape business, commerce, and consumer activities worldwide. But AI also triggers concerns about privacy, potential racial bias, security, and plenty more. As a result,...
Instructional Video
PBS

Pbs Learning Media: Crash Course Artificial Intelligence: Unsupervised Learning #6

For Students 9th - 10th
We're moving on from artificial intelligence that needs training labels, called Supervised Learning, to Unsupervised Learning which is learning by finding patterns in the world. We'll focus on the performing unsupervised clustering,...
Instructional Video
Crash Course

Crash Course Computer Science #34: Machine Learning and Artificial Intelligence

For Students 9th - 10th
This episode discusses how computers make decisions on stored data? From spam filters and self-driving cars to cutting-edge medical diagnosis and real-time language translation, there has been an increasing need for our computers to...
Website
Massachusetts Institute of Technology

Mit: Computer Science and Artificial Intelligence Laboratory

For Students 9th - 10th
This site contains a variety of resources, information about, and research concerning artificial intelligence.
Article
United Nations

Unesco: Artificial Intelligence: Examples of Ethical Dilemmas

For Students 9th - 10th
Discusses ethical issues with the use of artificial intelligence, including gender bias, autonomous vehicles, art created by AI, and applications in a court of law.
Article
Other

International Jurist: Artificial Intelligence and Trademark Law in the Digital Age

For Students 9th - 10th
This article discusses some interesting applications of artificial intelligence in trademark law and the pivotal case of Lush v. Amazon. (Published July 29, 2020)
Instructional Video
Crash Course

Crash Course Philosophy #23: Artificial Intelligence & Personhood

For Students 9th - 10th
In this video [9:25] episode of "Crash Course Philosophy #23: Artificial Intelligence & Personhood," Hank explores artificial intelligence, including weak AI and strong AI, and the various ways that thinkers have tried to define...
Website
Stanford University

Stanford University: What Is Artificial Intelligence?

For Students 9th - 10th
An overview of artificial intelligence (AI), the different branches of AI, applications of artificial intelligence, and the like.
Website
Other

Artificial Intelligence Depot

For Students 9th - 10th
The Artificial Intelligence Depot resource contains general information and a listing of publications about artificial intelligence.
Primary
Massachusetts Institute of Technology

Mit: Artificial Intelligence Laboratory Publications

For Students 9th - 10th
An extensive collection of essays from the Massachussets Institute of Technology on advanced topics in the field of artificial intelligence.
Instructional Video
PBS

Pbs Learning Media: Crash Course Artificial Intelligence: The Future of Artificial Intelligence #20

For Students 9th - 10th
We've spent much of this series explaining how and why we don't have the Artificial General Intelligence that we see in movies. Siri frequently doesn't understand us, we probably shouldn't sleep in our self-driving cars, and those...
Instructional Video
PBS

Pbs Learning Media: Crash Course Artificial Intelligence: Neural Networks and Deep Learning #3

For Students 9th - 10th
Artificial neural networks are better than other methods for more complicated tasks like image recognition, and the key to their success is their hidden layers. We'll talk about how the math of these networks work and how using many...
Instructional Video
PBS

Pbs Learning Media: Crash Course Artificial Intelligence: Training Neural Networks #4

For Students 9th - 10th
We're going to talk about how neurons in a neural network learn by getting their math adjusted, called backpropagation, and how we can optimize networks by finding the best combinations of weights to minimize error. [12:08]
Instructional Video
PBS

Pbs Learning Media: Crash Course Artificial Intelligence: Reinforcement Learning #9

For Students 9th - 10th
Reinforcement learning is useful in situations where we want to train AIs to have certain skills we don't fully understand. We're going to explore these ideas, introduce a ton of new terms like value, policy, agent, environment, actions,...
Instructional Video
PBS

Pbs Learning Media: Crash Course Artificial Intelligence: Humans and Ai Working Together #14

For Students 9th - 10th
Human-AI teams allow us to fill in each others weaknesses leveraging human creativity and insight with the ability to perform rote manual tasks and synthesize lots of information. This kind of collaboration can help us make better...
Instructional Video
PBS

Pbs Learning Media: Crash Course Artificial Intelligence: Algorithmic Bias and Fairness #18

For Students 9th - 10th
We're going to talk about five common types of algorithmic bias we should pay attention to: data that reflects existing biases, unbalanced classes in training data, data that doesn't capture the right value, data that is amplified by...
Instructional Video
PBS

Pbs Learning Media: Crash Course Artificial Intelligence: Make an Ai Sound Like a You Tuber (Lab) #8

For Students 9th - 10th
We're going to code a program that takes a one word prompt and then completes the sentence that sounds like something John Green would say. We're going to collect transcription files from Vlogbrothers episodes, do some preprocessing,...
Instructional Video
PBS

Pbs Learning Media: Crash Course Artificial Intelligence: How You Tube Knows What You Should Watch

For Students 9th - 10th
We're going to talk about recommender systems which form the backbone of so much of the content we see online from video recommendations on YouTube and Netflix to ads we see on Facebook, Twitter, and everywhere else. We'll talk about...
Instructional Video
PBS

Pbs Learning Media: Crash Course Artificial Intelligence: Make an Ai That Destroys Video Games

For Students 9th - 10th
Our game is called TrashBlaster, and it's like Asteroids but with trash in the ocean, and instead of a spaceship John Green Bot is wielding a laser. We'll use machine learning techniques such as an evolutionary neural network alongside a...
Instructional Video
PBS

Pbs Learning Media: Crash Course Artificial Intelligence: How to Make an Ai Read Your Handwriting

For Students 9th - 10th
John Green Bot wrote his first novel! We're going to program a neural network to recognize handwritten letters to convert the first part of John Green Bot's novel into typed text. Follow along with this Google Drive document: Neural...
Instructional Video
PBS

Pbs Learning Media: Crash Course Artificial Intelligence: Web Search #17

For Students 9th - 10th
Search engines can be the sort that serve up a list of results, like during a Google or Bing search, using web crawlers, an inverted index, and measuring stuff like click through and bounce back to figure out what you want to see. They...
Instructional Video
PBS

Pbs Learning Media: Crash Course Artificial Intelligence: Symbolic Ai #10

For Students 9th - 10th
This type of AI is used broadly in video games and in expert systems like those that manage inventory at grocery stores and set rates at insurance companies. We'll show you how we represent symbols and their relations, teach you how to...
Instructional Video
PBS

Pbs Learning Media: Crash Course Artificial Intelligence: Supervised Learning #2

For Students 9th - 10th
Supervised learning is the process of learning WITH training labels, and is the most widely used kind of learning with it comes to AI-helping with stuff like tagging photos on Facebook and filtering spam from your email. We're going to...
Instructional Video
PBS

Pbs Learning Media: Crash Course Artificial Intelligence: Ai Playing Games #12

For Students 9th - 10th
One of the best test spaces for building new AI systems are games. This is because games provide a great framework for an AI to learn an objective and slowly improve. We're going to walk you through creating a Tic Tac Toe bot that uses...

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