Instructional Video16:26
3Blue1Brown

But what is a Neural Network? Deep learning - Part 1 of 4

12th - Higher Ed
An overview of what a neural network is, introduced in the context of recognizing hand-written digits.
Instructional Video5:52
3Blue1Brown

How pi was almost 6.283185

12th - Higher Ed
Happy pi day! Did you know that in some of his notes, Euler used the symbol pi to represent 6.28..., before the more familiar 3.14... took off as a standard?
Instructional Video4:45
TED-Ed

TED-ED: Can you solve the egg drop riddle? - Yossi Elran

Pre-K - Higher Ed
The city has just opened its one-of-a-kind Faberge Egg Museum, with a single egg displayed on each floor of a 100-story building -- and the world's most notorious jewel thief already has her eyes on the prize. Can you help the thief...
Instructional Video4:26
3Blue1Brown

Nonsquare matrices as transformations between dimensions | Essence of linear algebra, footnote

12th - Higher Ed
How do you think about a non-square matrix as a transformation?
Instructional Video4:34
TED-Ed

TED-Ed: Can you solve the prisoner hat riddle? - Alex Gendler

Pre-K - Higher Ed
You and nine other individuals have been captured by super-intelligent alien overlords. The aliens think humans look quite tasty, but their civilization forbids eating highly logical and cooperative beings. Unfortunately, they're not...
Instructional Video20:56
3Blue1Brown

But what is the Fourier Transform? A visual introduction.

12th - Higher Ed
An animated introduction to the Fourier Transform, winding graphs around circles.
Instructional Video9:51
3Blue1Brown

Vectors, what even are they? Essence of Linear Algebra - Part 1 of 15

12th - Higher Ed
What is a vector? Is it an arrow in space? A list of numbers?
Instructional Video12:11
Crash Course

Big Data Problems - Crash Course Statistics

12th - Higher Ed
There is a lot of excitement around the field of Big Data, but today we want to take a moment to look at some of the problems it creates. From questions of bias and transparency to privacy and security concerns, there is still a lot to...
Instructional Video5:06
TED-Ed

TED-ED: The complex geometry of Islamic design - Eric Broug

Pre-K - Higher Ed
In Islamic culture, geometric design is everywhere: you can find it in mosques, madrasas, palaces, and private homes. And despite the remarkable complexity of these designs, they can be created with just a compass to draw circles and a...
Instructional Video4:22
TED-Ed

TED-Ed: Can you solve the rogue AI riddle? - Dan Finkel

Pre-K - Higher Ed
A hostile artificial intelligence called NIM has taken over the world's computers. You're the only person skilled enough to shut it down, and you'll only have one chance. Can you survive and shut off the artificial intelligence? Dan...
Instructional Video22:51
3Blue1Brown

Solving 2D equations using color, a story of winding numbers and composition

12th - Higher Ed
An algorithm for solving continuous 2d equations using winding numbers.
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 Video2:33
3Blue1Brown

Fractal charm: Space filling curves

12th - Higher Ed
A few space-filling curves
Instructional Video12:50
3Blue1Brown

Change of basis | Essence of linear algebra, chapter 9

12th - Higher Ed
What is a change of basis, and how do you do it?
Instructional Video4:18
TED-Ed

TED-Ed: Can you solve the temple riddle? - Dennis E. Shasha

Pre-K - Higher Ed
Your expedition finally stands at the heart of the ancient temple. But as you study the inscriptions in the darkness, two wisps of green smoke burst forth. The walls begin to shake. The giant sandglass begins flowing with less than an...
Instructional Video13:20
PBS

Can a Chess Piece Explain Markov Chains?

12th - Higher Ed
In this episode probability mathematics and chess collide. What is the average number of steps it would take before a randomly moving knight returned to its starting square?
Instructional Video7:26
3Blue1Brown

Euler's Formula and Graph Duality - Part 2 of 4

12th - Higher Ed
A very clever proof of Euler's characteristic formula using spanning trees.
Instructional Video14:35
3Blue1Brown

All possible pythagorean triples, visualized

12th - Higher Ed
There are a few special right triangles many of us learn about in school, like the 3-4-5 triangle or the 5-12-13 triangle. Is there a way to understand all triplets of numbers (a, b, c) that satisfy a^2 + b^2 = c^2? There is! And it uses...
Instructional Video10:02
3Blue1Brown

The determinant: Essence of Linear Algebra - Part 6 of 15

12th - Higher Ed
The determinant has a very natural visual intuition, even though it's formula can make it seem more complicated than it really is.
Instructional Video8:35
PBS

How Many Humans Have the Same Number of Body Hairs?

12th - Higher Ed
Do two people on the planet have the exact same number of body hairs? How about more than two? There's a simple yet powerful mathematical principle that can help you find out the answer. Kelsey Houston-Edwards breaks down the Pigeonhole...
Instructional Video11:40
SciShow

5 Computer Scientists Who Changed Programming Forever

12th - Higher Ed
It's taken the work of many programmers to turn computers into something we carry in our pockets, and here are five (technically 10!) that we think you should be aware of.
Instructional Video4:36
TED-Ed

TED-ED: Group theory 101: How to play a Rubik's Cube like a piano - Michael Staff

Pre-K - Higher Ed
Mathematics explains the workings of the universe, from particle physics to engineering and economics. Math is even closely related to music, and their common ground has something to do with a Rubik's Cube puzzle. Michael Staff explains...
Instructional Video18:18
3Blue1Brown

Hilbert's Curve: Is infinite math useful?

12th - Higher Ed
Drawing curves that fill all of space, and a philosophical take on why mathematics about infinite objects can still be useful in finite contexts.
Instructional Video10:14
Crash Course

Z-Scores and Percentiles - Crash Course Statistics

12th - Higher Ed
Today we’re going to talk about how we compare things that aren’t exactly the same - or aren’t measured in the same way. For example, if you wanted to know if a 1200 on the SAT is better than the 25 on the ACT. For this, we need to...