Instructional Video7:13
Curated Video

What Is Explainable AI? | Explainable vs Interpretable Machine Learning

Higher Ed
Can we explain how machine learning models make decisions? And what does it mean to explain a model anyway?
Instructional Video7:05
Curated Video

Tech Companies Are Banning Police Use of Facial Recognition | Microsoft, Amazon, and IBM Bans

Higher Ed
Microsoft, Amazon, and IBM have banned the police use of their facial recognition systems, either temporarily or permanently. What does this mean for the future of facial recognition technologies?
Instructional Video13:38
Curated Video

How To Make Algorithms Fairer | Algorithmic Bias and Fairness

Higher Ed
In the second part of this series on Algorithmic Bias and Fairness, we're looking at how we can make artificial intelligence and algorithms fairer.
Instructional Video10:48
Curated Video

How I Would Learn Machine Learning (If I Had To Start Over)

Higher Ed
If I had to learn machine learning from scratch, here’s how I’d do it.
Instructional Video9:07
Curated Video

How AI Preserves Systemic Racism

Higher Ed
Systemic racism, and the institutions built by it, have existed for far longer than AI has. As the newest tool available to build systems, how has AI preserved (and chipped away at) systemic racism?
Instructional Video6:34
Curated Video

Are Bigger Language Models Better? | DeepMind Gopher and RETRO

Higher Ed
Are Bigger Language Models Better? | DeepMind Gopher and RETRO
Instructional Video9:04
Curated Video

3 Tech Ethics Books To Read in 2021

Higher Ed
3 Tech Ethics Books To Read in 2021
Instructional Video3:11
Curated Video

Best Practice use of Media When Teaching Civics

9th - Higher Ed
Educators share their tips and tricks for successfully using media in their social studies classes when teaching civics.
Instructional Video2:32
Curated Video

Scientific Bias

3rd - 8th
Scientific Bias evaluates the credibility of an author’s claims in a sample advertisement by identifying a potential source of bias.
Instructional Video18:51
Neuro Transmissions

The fascinating psychology behind why we're so divided right now.

12th - Higher Ed
It's ironic. One of the few things most of us can agree on right now is that we are highly polarized. As the U.S. presidential election reaches its conclusion, tensions are running high between political opponents. Democrats view Donald...
Instructional Video10:22
Hip Hughes History

Why Abortion is Legal: Roe v Wade Explained

6th - 12th
Why is abortion legal in the United States? What is the Roe v Wade decision? A direct explanation of the 1973 Supreme Court Decision which legalized abortion across the country without any of the politics, bias or controversy. / hiphughes
Instructional Video3:40
Vlogbrothers

The Golden Gate Bridge Didn't Collapse!!

6th - 11th
In which Hank talks about why we think the world is super screwed up and getting worse every day when, in fact, the world is pretty OK and getting better every day. There's so much good news every single day that cataloguing it would...
Instructional Video4:59
Curated Video

Selection Bias: How It Can Fool You and Why It Matters

Higher Ed
This video explains the concept of selection bias and how it can lead to false conclusions. Through examples like the story of Abraham Wald and the Simpson Paradox, it demonstrates the importance of understanding data and selecting...
Instructional Video5:22
Healthcare Triage

Racial Disparities in Healthcare are Pervasive

Higher Ed
Study after study affirms that doctors treat their patients differently, depending on the patient's race. Minority patients get different diagnoses, different treatments, and are often subject to being stereotyped by their physicians.
Instructional Video3:55
Brainwaves Video Anthology

James C. Kaufman - Anti-Creativity Bias

Higher Ed
James C. Kaufman, PhD, is a professor of educational psychology at the Neag School of Education at the University of Connecticut. An internationally recognized leader in the field of creativity, he is the author/editor of more than 35...
Instructional Video10:14
Neuro Transmissions

Are women bad at science?

12th - Higher Ed
If you scroll through lists of STEM faculty members at most universities, it's likely you'll recognize a pattern...that is, a lot of men and not very many women. Why is that? Are men inherently better than women at science? Or is there...
Instructional Video9:12
The Business Professor

Cognitive Biases in Negotiation

Higher Ed
This Video Explains Cognitive Biases in Negotiation
Instructional Video2:56
Curated Video

Ensemble Machine Learning Techniques 2.1: Problems that Ensemble Learning Solves

Higher Ed
This video talks about the advantages of using ensemble learning. • Define what is Bias, variance • Define what is Bias-Variance tradeoff • Look at the Advantage of using ensemble learning
Instructional Video6:57
Nature League

Investigating Metabolism of Early Life - De-Natured

6th - 8th
In this De-Natured segment of Nature League, Brit breaks down a recent scientific journal article about the beginnings of life on Earth. Article citation: G. Springsteen, J.R. Yerabolu, J. Nelson, C.J. Rhea, R. Krishnamurthy. Linked...
Instructional Video6:28
Curated Video

Deep Learning with Python (Video 15)

Higher Ed
Deep learning is currently one of the best providers of solutions regarding problems in image recognition, speech recognition, object recognition, and natural language with its increasing number of libraries that are available in Python....
Instructional Video5:53
Global Health with Greg Martin

Causality. Why you shouldn't use Bradford Hill criteria!

Higher Ed
Determining causality isn't easy. Correlation doesn't mean causation. And yet where we see a strong correlation between an exposure and an outcome, we need to be able to determine if there is a cause and effect relationship. Public...
Instructional Video17:55
Curated Video

The Dangerous Ideological Bias of Economists

Higher Ed
“We do not publish papers about our own profession.” – Top Five Journal Economists claim they are not biased or ideological, but research by economist Mohsen Javdani tells another story. Javdani discovered that 82% of economists claim...
Instructional Video4:57
Religion for Breakfast

Modesto, CA: A Public School with Mandatory Religion Courses?

12th - Higher Ed
Teaching neutral, academic religious studies courses in American public schools is tricky. Many people don't even realize that it is legal! But one school district in Modesto, California is proving that a world religions requirement for...
Instructional Video3:52
Institute for New Economic Thinking

Why Economics Failed [George Soros]

Higher Ed
George Soros explains why there is no mathematical equation that can define humanity. He discusses his theory of reflexivity and how the discipline has gone astray.