Instructional Video5:49
TED Talks

TED: How to reduce bias in your workplace | Kim Scott and Trier Bryant

12th - Higher Ed
We all have bias -- especially the unconscious kind -- and it's preventing us from doing our best work. Gone unchecked, bias can make employees feel resentful, frustrated and silenced, and it can even lead to outright discrimination and...
Instructional Video8:08
TED Talks

TED: A comedian's take on how to save democracy | Jordan Klepper

12th - Higher Ed
Conversation is a battlefield with only one winner. Or is it? Comedian and author Jordan Klepper believes we can get better at talking to each other (and perhaps save democracy) by learning how to lose.
Instructional Video10:19
TED Talks

TED: AI is dangerous, but not for the reasons you think | Sasha Luccioni

12th - Higher Ed
AI won't kill us all — but that doesn't make it trustworthy. Instead of getting distracted by future existential risks, AI ethics researcher Sasha Luccioni thinks we need to focus on the technology's current negative impacts, like...
Instructional Video2:15
SciShow

Science on Trial in Italy

12th - Higher Ed
Hank has some thoughts on the news that several Italian scientists who were convicted of 29 counts manslaughter for making an "inadequate risk-assessment" before an earthquake.
Instructional Video6:11
SciShow

When Athletes Dope ... & Einstein FTW

12th - Higher Ed
This week's SciShow news has Hank bringing us a primer on the science behind various illegal and illicit ways in which athletes "improve" their bodies, proof of general relativity that we can actually see, and a new way to measure how...
Instructional Video8:05
SciShow

The Science of Anti-Vaccination

12th - Higher Ed
Fewer children in the United States are getting vaccinated. That’s bad news for those kids, and also for public health in general. Often, the response is to argue and debate and get angry at people who are we see as making terrible,...
News Clip8:19
PBS

Children of color with autism face disparities of care and isolation

12th - Higher Ed
African-American children are often diagnosed with autism at older ages than white children, missing years of potential intervention and treatment. Special correspondent John Donvan and producer Karen Zucker meet a black family who...
Instructional Video30:24
SciShow

This Is Your Brain on Language | Compilation

12th - Higher Ed
You have a lot of choices if you’re looking to learn a new language, from Spanish to coding, or even whistling! And there are some broad similarities and patterns in the ways our brains process these different forms of communication.
Instructional Video8:50
SciShow

The Science of Anti-Vaccination

12th - Higher Ed
Fewer children in the United States are getting vaccinated. That's bad news for those kids, and also for public health in general. Often, the response is to argue and debate and get angry at people who are we see as making terrible,...
Instructional Video13:01
Crash Course

Cats Vs Dogs? Let's make an AI to settle this (LAB)

12th - Higher Ed
Today, in our final lab, Jabril tries to make an AI to settle the question once and for all, "Will a cat or a dog make us happier?" But in building this AI, Jabril will accidentally incorporate the very bias he was trying to avoid. So...
Instructional Video5:24
SciShow

The New Era of Negative Campaigns

12th - Higher Ed
Negative campaigns—or campaigns that work by painting opposing candidates in a negative light—have been used for decades. But today, thanks to information that can be gained from social media, these campaigns may be even more effective...
Instructional Video12:19
TED Talks

Ariana Curtis: Museums should honor the everyday, not just the extraordinary

12th - Higher Ed
Who deserves to be in a museum? For too long, the answer has been "the extraordinary" -- those aspirational historymakers who inspire us with their successes. But those stories are limiting, says museum curator Ariana Curtis. In a...
Instructional Video13:19
TED Talks

TED: The era of blind faith in big data must end | Cathy O'Neil

12th - Higher Ed
Algorithms decide who gets a loan, who gets a job interview, who gets insurance and much more -- but they don't automatically make things fair. Mathematician and data scientist Cathy O'Neil coined a term for algorithms that are secret,...
Instructional Video12:10
TED Talks

Kriti Sharma: How to keep human bias out of AI

12th - Higher Ed
AI algorithms make important decisions about you all the time -- like how much you should pay for car insurance or whether or not you get that job interview. But what happens when these machines are built with human bias coded into their...
Instructional Video3:09
MinutePhysics

Are University Admissions Biased? | Simpson's Paradox Part 2

12th - Higher Ed
Simpson's Paradox Part 2. This video is about how to tell whether or not university admissions are biased using statistics: aka, it's about Simpson's Paradox again! REFERENCES: Original Berkeley Grad Admissions Paper:...
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 Video10:09
TED Talks

How bad data keeps us from good AI | Mainak Mazumdar

12th - Higher Ed
The future economy won't be built by people and factories, but by algorithms and artificial intelligence, says data scientist Mainak Mazumdar. But what happens when these algorithms get trained on biased data? Drawing on examples from...
Instructional Video6:00
TED Talks

TED: A smart bra for better heart health | Alicia Chong Rodriguez

12th - Higher Ed
Could an everyday clothing item help protect your health? In this quick talk, TED Fellow Alicia Chong Rodriguez introduces us to a smart bra designed to gather real-time data on biomarkers like heartbeat, breath and temperature. Learn...
Instructional Video17:33
TED Talks

Tali Sharot: The optimism bias

12th - Higher Ed
Are we born to be optimistic, rather than realistic? Tali Sharot shares new research that suggests our brains are wired to look on the bright side -- and how that can be both dangerous and beneficial.
Instructional Video2:20
SciShow

Science on Trial in Italy

12th - Higher Ed
Hank has some thoughts on the news that several Italian scientists who were convicted of 29 counts manslaughter for making an "inadequate risk-assessment" before an earthquake.
Instructional Video5:49
SciShow

How Political Questions Mess with Your Brain

12th - Higher Ed
It’s an election year, which means you’ve probably been bombarded with polls asking you questions about candidates and issues. But is information the only thing pollsters are after? Questions are often more than just questions. They can...
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.
Instructional Video5:44
SciShow

Why You Don't Really Know the Size of a Walrus

12th - Higher Ed
When you imagine a walrus, you probably picture it way smaller than it actually is. It’s because our brains meddle with our senses in more ways than you might expect.
Instructional Video15:29
TED Talks

Stephen Cave: The 4 stories we tell ourselves about death

12th - Higher Ed
Philosopher Stephen Cave begins with a dark but compelling question: When did you first realize you were going to die? And even more interesting: Why do we humans so often resist the inevitability of death? Cave explores four narratives...