Instructional Video15:16
Crash Course

Make an AI Sound Like a YouTuber (LAB)

12th - Higher Ed
Let’s try to help John Green Bot sound a bit more like the real John Green using Natural Language Processing. Today, we're going to code a program that takes a one word prompt and then completes the sentence that sounds like something...
Instructional Video12:39
TED Talks

Karen Tse: How to stop torture

12th - Higher Ed
Political prisoners aren't the only ones being tortured -- the vast majority of judicial torture happens in ordinary cases, even in 'functioning' legal systems. Social activist Karen Tse shows how we can, and should, stand up and end the...
Instructional Video2:41
SciShow

How Do You Sing in Falsetto?

12th - Higher Ed
High-pitched falsetto singing can show off a singer’s physical ability, because singing this way takes a lot of effort and some careful physics!
Instructional Video9:11
SciShow

How Computers Find Naked People in Photos

12th - Higher Ed
Why isn't the internet just covered in naked people? Algorithms! However, designing them to distinguish between pornography and people in skin tone clothing or swimsuits is harder than you'd think.
Instructional Video15:44
TED Talks

TED: Fighting with nonviolence | Scilla Elworthy

12th - Higher Ed
How do you deal with a bully without becoming a thug? In this wise and soulful talk, peace activist Scilla Elworthy maps out the skills we need -- as nations and individuals -- to fight extreme force without using force in return. To...
Instructional Video13:08
TED Talks

Leland Melvin: An astronaut's story of curiosity, perspective and change

12th - Higher Ed
What job is best for a young man who's been a tennis ace, a cross-country traveler, a chemistry nerd and an NFL draftee? How about ... astronaut? Leland Melvin tells the story of the challenges he's accepted and the opportunities he's...
Instructional Video4:59
TED-Ed

TED-Ed: Life of an astronaut - Jerry Carr

Pre-K - Higher Ed
Astronaut Jerry Carr knows space. As commander of Skylab, he spent over 2000 hours in space, orbiting the Earth over 1000 times. Recounting his life story, Carr remembers the enchanting years he spent at NASA. Lesson by Jerry Carr,...
Instructional Video13:54
3Blue1Brown

What is backpropagation really doing? | Deep learning, chapter 3

12th - Higher Ed
An overview of backpropagation, the algorithm behind how neural networks learn.
Instructional Video11:36
TED Talks

Chris Downey: Design with the blind in mind

12th - Higher Ed
What would a city designed for the blind be like? Chris Downey is an architect who went suddenly blind in 2008; he contrasts life in his beloved San Francisco before and after -- and shows how the thoughtful designs that enhance his life...
Instructional Video5:00
SciShow

Growing Lambs in High-Tech Plastic Bags

12th - Higher Ed
We're closer than ever to growing life in artificial wombs, and we've learned a bit more about how glucose and protein affect exercise endurance.
Instructional Video3:03
SciShow

This Flatworm Remembers Things After You Cut Off Its Brain

12th - Higher Ed
Planarians are flatworms most known for being able to grow a new head if it gets cut off, but perhaps even stranger is the fact that their new head retains some of the memories from the old one.
Instructional Video3:01
MinuteEarth

Why It's Good To Have A Weak Hand

12th - Higher Ed
We might have a strong hand because having a weak hand is actually useful.
Instructional Video9:43
3Blue1Brown

Backpropagation calculus: Deep learning - Part 4 of 4

12th - Higher Ed
The math of backpropagation, the algorithm by which neural networks learn.
Instructional Video9:17
TED Talks

TED: The most powerful untapped resource in health care | Edith Elliott and Shahed Alam

12th - Higher Ed
Whether we're rushing a child to the emergency room after a fall or making chicken soup for a feverish spouse, love inspires us to act when a family member gets sick. Global health activists Edith Elliott and Shahed Alam believe we can...
Instructional Video4:27
TED-Ed

TED-ED: Who were the Vestal Virgins, and what was their job? - Peta Greenfield

Pre-K - Higher Ed
In ancient Rome, Vestal Virgins were tasked with keeping vigil over the flame of Vesta, the virgin goddess of the hearth. The flame represented two things: the continuation of Rome as a power in the world and the continuing virginity of...
Instructional Video17:03
TED Talks

Sakena Yacoobi: How I stopped the Taliban from shutting down my school

12th - Higher Ed
When the Taliban closed all the girls' schools in Afghanistan, Sakena Yacoobi set up new schools, in secret, educating thousands of women and men. In this fierce, funny talk, she tells the jaw-dropping story of two times when she was...
Instructional Video13:33
TED Talks

TED: How architecture can create dignity for all | John Cary

12th - Higher Ed
If architect and writer John Cary has his way, women will never need to stand in pointlessly long bathroom lines again. Lines like these are representative of a more serious issue, Cary says: the lack of diversity in design that leads to...
Instructional Video15:32
TED Talks

TED: Never, ever give up | Diana Nyad

12th - Higher Ed
In the pitch-black night, stung by jellyfish, choking on salt water, singing to herself, hallucinating … Diana Nyad just kept on swimming. And that's how she finally achieved her lifetime goal as an athlete: an extreme 100-mile swim from...
Instructional Video4:26
SciShow

SpaceX Is Sending People to the Moon!

12th - Higher Ed
SpaceX is spearheading space travel for consumers and one day hopes to take people to the moon!
Instructional Video16:39
TED Talks

Ernest Madu: World-class health care

12th - Higher Ed
Dr. Ernest Madu runs the Heart Institute of the Caribbean in Kingston, Jamaica, where he proves that -- with careful design, smart technical choices, and a true desire to serve -- it's possible to offer world-class healthcare in the...
Instructional Video13:26
TED Talks

Sara Sanford: How to design gender bias out of your workplace

12th - Higher Ed
Equity expert Sara Sanford offers a certified playbook that helps companies go beyond good intentions, using a data-driven standard to actively counter unconscious bias and foster gender equity -- by changing how workplaces operate, not...
Instructional Video12:27
3Blue1Brown

What is backpropagation really doing? Deep learning - Part 3 of 4

12th - Higher Ed
An overview of backpropagation, the algorithm behind how neural networks learn.
Instructional Video8:51
TED Talks

TED: An election redesign to restore trust in US democracy | Tiana Epps-Johnson

12th - Higher Ed
Election infrastructure in the United States is crumbling, says technologist Tiana Epps-Johnson, and, even worse, election officials are increasingly being attacked simply for doing their jobs. How can the country rebuild trust in its...
Instructional Video5:01
SciShow

You Don’t Know Yourself as Well as You Think

12th - Higher Ed
How people assess their abilities doesn't often line up well with how they objectively perform. However, there does seem to be a good reason for this, as well as a way that people can get better.