Instructional Video6:53
SciShow

This Problem Could Break Cryptography

12th - Higher Ed
What if, no matter how strong your password was, a hacker could crack it just as easily as you can type it? In fact, what if all sorts of puzzles we thought were hard turned out to be easy? Mathematicians call this problem P vs. NP, it...
Instructional Video12:25
TED Talks

TED: How to use data to make a hit TV show | Sebastian Wernicke

12th - Higher Ed
Does collecting more data lead to better decision-making? Competitive, data-savvy companies like Amazon, Google and Netflix have learned that data analysis alone doesn't always produce optimum results. In this talk, data scientist...
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 Video10:21
TED Talks

TED: Don't fear superintelligent AI | Grady Booch

12th - Higher Ed
New tech spawns new anxieties, says scientist and philosopher Grady Booch, but we don't need to be afraid an all-powerful, unfeeling AI. Booch allays our worst (sci-fi induced) fears about superintelligent computers by explaining how...
Instructional Video22:34
3Blue1Brown

But what is a convolution?

12th - Higher Ed
A small correction for the integer multiplication algorithm mentioned at the end. A “straightforward” application of FFT results in a runtime of O(N * log(n) log(log(n)) ). That log(log(n)) term is tiny, but it is only recently in 2019,...
Instructional Video4:47
TED-Ed

TED-ED: What's an algorithm? - David J. Malan

Pre-K - Higher Ed
An algorithm is a method of solving problems both big and small. Though computers run algorithms constantly, humans can also solve problems with algorithms. David J. Malan explains how algorithms can be used in seemingly simple...
Instructional Video4:55
SciShow

Uncovering the Secrets of the Past with AI

12th - Higher Ed
It’s probably not a surprise that many ancient texts are a bit worn out and tattered, and that makes deciphering what they say quite a task. But with new computer tech and artificial intelligence, we are getting much clearer glimpses of...
Instructional Video16:12
TED Talks

TED: The human insights missing from big data | Tricia Wang

12th - Higher Ed
Why do so many companies make bad decisions, even with access to unprecedented amounts of data? With stories from Nokia to Netflix to the oracles of ancient Greece, Tricia Wang demystifies big data and identifies its pitfalls, suggesting...
Instructional Video13:44
TED Talks

TED: How AI can bring on a second Industrial Revolution | Kevin Kelly

12th - Higher Ed
The actual path of a raindrop as it goes down the valley is unpredictable, but the general direction is inevitable, says digital visionary Kevin Kelly -- and technology is much the same, driven by patterns that are surprising but...
Instructional Video5:29
Be Smart

How to Figure Out the Day of the Week For Any Date Ever

12th - Higher Ed
You might think that computers are the only things that run algorithms, but you're wrong. Here's a neat mental trick for calculating the day of the week for any day ever, developed by famous mathematician John H. Conway.
Instructional Video4:49
TED Talks

Priyanka Jain: How to make applying for jobs less painful

12th - Higher Ed
Finding a job used to start with submitting your résumé to a million listings and never hearing back from most of them. But more and more companies are using tech-forward methods to identify candidates. If AI is the future of hiring,...
Instructional Video5:04
SciShow

The Only Non-Human Mammal that Farms

12th - Higher Ed
This week, we discovered that some gophers are not the pests they’re made out to be, perhaps even sharing some of the farming behaviors of humans. And a martian rock a million years in the making finally has its origin story.
Instructional Video18:31
TED Talks

TED: AI isn't as smart as you think -- but it could be | Jeff Dean

12th - Higher Ed
What is AI, really? Jeff Dean, the head of Google's AI efforts, explains the underlying technology that enables artificial intelligence to do all sorts of things, from understanding language to diagnosing disease -- and presents a...
Instructional Video16:34
TED Talks

TED: How to build a company where the best ideas win | Ray Dalio

12th - Higher Ed
What if you knew what your coworkers really thought about you and what they were really like? Ray Dalio makes the business case for using radical transparency and algorithmic decision-making to create an idea meritocracy where people can...
Instructional Video17:23
TED Talks

TED: How I hacked online dating | Amy Webb

12th - Higher Ed
Amy Webb was having no luck with online dating. The dates she liked didn't write her back, and her own profile attracted crickets (and worse). So, as any fan of data would do: she started making a spreadsheet. Hear the story of how she...
Instructional Video8:59
TED Talks

Neil Burgess: How your brain tells you where you are

12th - Higher Ed
How do you remember where you parked your car? How do you know if you're moving in the right direction? Neuroscientist Neil Burgess studies the neural mechanisms that map the space around us, and how they link to memory and imagination.
Instructional Video5:50
SciShow

Why Skin Creams Give You Rashes

12th - Higher Ed
A lot of people react to certain compounds found in skincare products, and scientists may have figured out why these pesky rashes happen and how to prevent them. Meanwhile, a pair of papers published last week show how AI can be trained...
Instructional Video5:14
TED Talks

Leila Pirhaji: The medical potential of AI and metabolites

12th - Higher Ed
Many diseases are driven by metabolites -- small molecules in your body like fat, glucose and cholesterol -- but we don't know exactly what they are or how they work. Biotech entrepreneur and TED Fellow Leila Pirhaji shares her plan to...
Instructional Video7:01
SciShow

What Does Facebook Really Know About Your Personality?

12th - Higher Ed
Facebook has access to extensive data about its millions of users across the world, but what exactly can they learn from that information?
Instructional Video11:46
TED Talks

I let algorithms randomize my life for two years | Max Hawkins

12th - Higher Ed
What if everything in your life was randomized: from the food you ate to the things you did and the places you traveled? Computer scientist Max Hawkins created algorithms to make decisions like these for him -- and got hooked on the...
Instructional Video12:27
3Blue1Brown

Linear transformations and matrices: Essence of Linear Algebra - Part 3 of 15

12th - Higher Ed
When you think of matrices as transforming space, rather than as grids of numbers, so much of linear algebra starts to make sense.
Instructional Video6:32
TED Talks

TED: What happens in your brain when you pay attention? | Mehdi Ordikhani-Seyedlar

12th - Higher Ed
Attention isn't just about what we focus on -- it's also about what our brains filter out. By investigating patterns in the brain as people try to focus, computational neuroscientist Mehdi Ordikhani-Seyedlar hopes to build computer...
Instructional Video11:06
Crash Course

Intro to Algorithms: Crash Course Computer Science

12th - Higher Ed
Algorithms are the sets of steps necessary to complete computation - they are at the heart of what our devices actually do. And this isn’t a new concept. Since the development of math itself algorithms have been needed to help us...
Instructional Video13:30
TED Talks

TED: The future of digital communication and privacy | Will Cathcart

12th - Higher Ed
People send 100 billion WhatsApp messages every day -- and they're all encrypted to protect them from potentially curious entities like companies, governments and even WhatsApp itself. With our increased reliance on digital communication...