Instructional Video5:25
TED-Ed

TED-Ed: How bees help plants have sex - Fernanda S. Valdovinos

Pre-K - Higher Ed
Plants have a hard time finding mates -- their inability to get up and move around tends to inhibit them. Luckily for plants, bees and other pollinator species (including butterflies, moths and birds) help matchmake these lonely plants...
Instructional Video20:34
TED Talks

TED: How megacities are changing the map of the world | Parag Khanna

12th - Higher Ed
I want you to reimagine how life is organized on earth, says global strategist Parag Khanna. As our expanding cities grow ever more connected through transportation, energy and communications networks, we evolve from geography to what he...
Instructional Video5:38
TED-Ed

TED-ED: Ideasthesia: How do ideas feel? - Danko Nikoli_

Pre-K - Higher Ed
The traditional model of our mental function is that first our senses provide data to our brain, which then translates those senses into the appropriate mental phenomena: light into visual images, air vibrations into auditory...
Instructional Video11:40
SciShow

How Science Is Trying to Understand Consciousness

12th - Higher Ed
Figuring out exactly what consciousness is and whether or not it could emerge in non-human things has stumped us for centuries. Now, analyzing it from a scientific perspective might not just be possible, but necessary.
Instructional Video11:05
TED Talks

How carbon capture networks could help curb climate change | Bas Sudmeijer

12th - Higher Ed
What if we could build a global waste disposal service for carbon? In this forward-thinking talk, carbon capture advisor Bas Sudmeijer proposes building CO2 networks: partnerships between cities around the world that would share the cost...
Instructional Video17:34
TED Talks

TED: How computers are learning to be creative | Blaise Aguera y Arcas

12th - Higher Ed
We're on the edge of a new frontier in art and creativity -- and it's not human. Blaise Aguera y Arcas, principal scientist at Google, works with deep neural networks for machine perception and distributed learning. In this captivating...
Instructional Video4:19
TED-Ed

TED-Ed: From pacifist to spy: WWII’s surprising secret agent - Shrabani Basu

Pre-K - Higher Ed
Learn about the life of World War II spy Noor Inayat Khan and how she worked with the French Resistance to build the network that defeated the Nazis. -- In May 1940, with the German army ready to occupy Paris, Noor Inayat Khan was faced...
Instructional Video6:06
TED-Ed

TED-Ed: How do schools of fish swim in harmony? - Nathan S. Jacobs

Pre-K - Higher Ed
How do schools of fish swim in harmony? How do the tiny cells in your brain give rise to the complex thoughts, memories, and consciousness that are you? Oddly enough, those questions have the same general answer. Nathan S. Jacobs...
Instructional Video16:56
Crash Course

How to Make an AI Read Your Handwriting (LAB)

12th - Higher Ed
John Green Bot wrote his first novel! Today, in our first ever Lab 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. To do this we’re going to...
Instructional Video6:02
SciShow

What Neuroscience Can Learn from Meditation

12th - Higher Ed
Meditation methods and the scientific method are teaming up to explore some of the deepest questions about our existence and human nature.
Instructional Video4:29
SciShow

Quick, Draw!: Doodling for Science

12th - Higher Ed
Google's fun new time-waster is actually a pretty advanced piece of Artificial Intelligence. And there's some (about 43%) good news about cement's carbon footprint this week!
Instructional Video10:17
3Blue1Brown

Backpropagation calculus | Deep learning, chapter 4

12th - Higher Ed
The math of backpropagation, the algorithm by which neural networks learn.
Instructional Video11:08
TED Talks

Amanda Schochet: How bumble bees inspired a network of tiny museums

12th - Higher Ed
Sometimes, small things make a huge impact. After studying how bees in urban environments can survive by navigating small land patches, ecologist Amanda Schochet was inspired to build MICRO, a network of portable science museums the size...
Instructional Video14:09
TED Talks

TED: How is your city tackling the climate crisis? | Marvin Rees

12th - Higher Ed
If we can unlock the full potential of our cities, we can minimize the price the planet pays for hosting us in our growing numbers, says Marvin Rees, the Mayor of Bristol, UK, who understands deeply how cities can help (or hurt) the...
Instructional Video11:34
Crash Course

Neural Networks - Crash Course Statistics

12th - Higher Ed
Today we're going to talk big picture about what Neural Networks are and how they work. Neural Networks, which are computer models that act like neurons in the human brain, are really popular right now - they're being used in everything...
Instructional Video9:33
TED Talks

TED: How (and why) Russia hacked the uS election | Laura Galante

12th - Higher Ed
Hacking, fake news, information bubbles ... all these and more have become part of the vernacular in recent years. But as cyberspace analyst Laura Galante describes in this alarming talk, the real target of anyone looking to influence...
Instructional Video12:08
Crash Course

Training Neural Networks

12th - Higher Ed
Today 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. Then we’ll send...
Instructional Video9:56
SciShow

Can AI Evolve?

12th - Higher Ed
AI can do some pretty amazing things, but if we want it to learn on its own, we're going to have to teach AI how to evolve.
Instructional Video12:43
TED Talks

TED: How data-driven journalism illuminates patterns of injustice | Alison Killing

12th - Higher Ed
A blank spot on a digital map can signal much more than a gap in data -- it can mean something is being intentionally hidden. Sharing the remarkable discovery of massive alleged detention camps in Xinjiang, China, Pulitzer Prize-winning...
Instructional Video4:16
TED-Ed

TED-Ed: Why the octopus brain is so extraordinary - Claudio L. Guerra

Pre-K - Higher Ed
ctopuses have the ability to solve puzzles, learn through observation, and even use tools - just like humans. But what makes octopus intelligence so amazing is that it comes from a biological structure completely different from ours....
Instructional Video9:19
TED Talks

TED: The crime-fighting power of cross-border investigative journalism | Bektour Iskender

12th - Higher Ed
Organized crime operates across national borders -- to keep up, investigative journalists need to do the same. TED Fellow Bektour Iskender gives the inside scoop on his efforts to unveil secret, insidious operations in his home country...
Instructional Video9:25
TED Talks

TED: No roads? There's a drone for that | Andreas Raptopoulos

12th - Higher Ed
A billion people in the world lack access to all-season roads. Could the structure of the internet provide a model for how to reach them? Andreas Raptopoulos of Matternet thinks so. He introduces a new type of transportation system that...
Instructional Video11:10
MinuteEarth

Unintended Consequences | MinuteEarth Explains

12th - Higher Ed
In this collection of classic MinuteEarth videos, we learn that for pretty much every action we humans take, there’s an unintended consequence we didn’t see coming.
Instructional Video10:17
3Blue1Brown

Backpropagation calculus | Appendix to deep learning chapter 3

12th - Higher Ed
The math of backpropagation, the algorithm by which neural networks learn.