What is this?
Overview
We all need to love algorithms
Imagine a world where you actually love technology. You love it because it represents you. You were included in its creation. You have influence over its design and applications. In order for the technologies of today and tomorrow (and all the things they power) to represent all of us, they need to be built by all of us.
You don’t have to know the code, but you do need to know what the code can do.
If you understand what machine learning algorithms can do, you can better envision the implications of your designs. You can influence conversations about data and bias.
The ‘I Love Algorithms’ creation kit enables anyone, technical or not, to prototype with machine learning.
This card deck explains six common machine learning algorithms: Classification, Clustering, Reinforcement Learning, Dimensionality Reduction, Regression, and Association. Each algorithm is explained in three ways: (1) Cartoon, (2) Simple text description (3) Styles of questions you might ask that the algorithm might service.
The creation kit allow you to manipulate highly technical concepts without screens. In the same way you might prototype a chair by building models out of foam core, or prototype an app with wireframe mock-ups, you can use the I Love Algorithms creation kit to prototype with machine learning in low resolution.
Want a creation kit?
We love handing out our creation kit to those that are able to join us at the d.school for a machine learning workshop. If you haven’t had the chance to learn with us in person, don’t worry! Here’s a version you can print at home! Printing instructions are at the top, then just trim and you’re ready to begin playing with algorithms.
Credits
Carissa Carter
Megan Stariha
Kelly Schmutte
Tessa Forshaw
Seamus Harte
Mark Grundberg
Visual Design by Daniel Frumhoff