Explorable Explanations

Here are some of the best examples curated by EPRI colleague, Michael O’Connor

Learn about AI Read about Machine Learning Leveraging Data Science

Explorable Explanations - Examples and Resources

Michael O’ Connor

Explorable Explanations project (Bret Victor’s brainchild) description. http://worrydream.com/ExplorableExplanations/.

There are several really good videos on YouTube and other media sites of Bret Victor giving presentations on this topic.

One of my favorites is his presentation on Media for Thinking the Unthinkable (https://vimeo.com/67076984).

Algorithms relating to sorting, sampling, and graphs (AMAZING)

Fully Interactive and Dynamic Linear Algebra textbook

Added Bonus: Not only does it have an impressive collection of pre-built algorithms to choose from, but it also allows you to input your own code!

Momentum and Gradient Descent

Nearly all of Digital Signal Processing using Fourier Transforms explained visually

Neural Networks

Powerful Math algorithms explained visually (Regression, Eigenvectors, Markov Chains, Probability, etc.)

Probability and Statistics (2017 Kantar Information is Beautiful Winner)

The full data science workflow that is embedded in StitchFix’s business process (really cool)