Crash Course
Training Neural Networks: Crash Course AI #4
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...
Crash Course
Supervised Learning: Crash Course AI #2
Teach your robot some new tricks. The second video in the Crash Course Artificial Intelligence series focuses on supervised learning. Viewers examine historical approaches to supervised learning, such as the perceptron, and see how...
Crash Course
What Is Artificial Intelligence? Crash Course AI #1
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...
Veritasium
Why Are 96,000,000 Black Balls on This Reservoir?
A Los Angeles reservoir is the largest ball pit on Earth. Learn the problem and solution of the water treatment plant in LA in a Veritasium video lesson. An unexpected chemical reaction created an issue in the treatment of water, and the...
Veritasium
World's Lightest Solid!
The world's lightest solid is over 99 percent air. An episode of the Veritasium series examines the structure of the aerogels and their physical and chemical properties. The video shows several demonstrations that show these properties...
Crash Course
How to Make an AI Read Your Handwriting (LAB) : Crash Course AI #5
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...
Crash Course
Natural Language Processing: Crash Course AI #7
"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...
Crash Course
Unsupervised Learning: Crash Course AI #6
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...
Crash Course
Make an AI Sound Like a YouTuber (LAB): Crash Course AI #8
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...
Crash Course
Reinforcement Learning: Crash Course AI #9
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...
Crash Course
Symbolic AI: Crash Course AI #10
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...
Crash Course
Robotics: Crash Course AI #11
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...
Crash Course
AI Playing Games: Crash Course AI #12
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...
Crash Course
Let's Make an AI That Destroys Video Games: Crash Course AI #13
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...
Crash Course
Humans and AI Working Together: Crash Course AI #14
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...
GCFGlobal.org
Word Quick Tip: Translate Text Instantly
Hola! Bonjour! Konnichiwa! Scholars discover how to use Microsoft Word's built-in translation tool to translate text from different world language.s Pupils are just a few mouse clicks away from learning how to translate words, phrases,...
GCFGlobal.org
Word Quick Tip: Recover a Corrupted File
With the guidance of a helpful video, viewers explore Word's Open and Repair command. They learn how to recover, save, and protect their hard work without fear of losing it for good.
New Mexico State University
Properties of Soil: Dispersion and Flocculation
Add a little salt to your soil and see what happens. A video demonstration shows how soil with high and low sodium content interacts with water. A quick experiment demonstrates the properties of dispersion and the role sodium has in the...
Numberphile
How Pi Was Nearly Changed to 3.2
Were it not for a coincidence, Indiana might have legislated an incorrect value of pi. Scholars listen to a true story about how Indiana's House of Representatives wanted scholars in the state to learn that pi was equal to 3.2. A math...
Bill Nye
Bill Nye The Science Guy on Communication
Take a tour with the Science Guy through different ways we store information outside of our bodies. The ability to store information through hieroglyphics, alphabets, printing, and computers allows humankind to communicate beyond simple...
Nobel Media AB
Chemistry Matters: Beyond the Textbook
Chemistry isn't just about balancing equations. Inspire your young chemists by showing this film from the Nobel Prize website. It explores practical applications and contributions to humanity. In fact, it claims chemistry as the reigning...
Nobel Media AB
Chemistry Matters: Eureka!
While making a new scientific discovery is an exhilarating experience, it has its challenges as well. A discovery needs to be proven, which can be painstaking, and the scientific community may not easily accept the theory at first. Hear...
Curated Video
Safety Mode
Teach your YouTube users how to protect themselves from offensive content with a mini lesson on Safety Mode. The teacher presents information about Safety Mode, and then demonstrates how it can be turned on and off. Learners try on their...
Jacob Clifford
Intro - Resource Markets
What happens in a market when the people who are demanding are not consumers, but businesses? Here is a brief video in which an economics instructor introduces his unit on the resource market, explaining how individuals supply resources...
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