Welcome to the Pocket Guide to Machine Learning. I started this project because I am passionate about Data Science, Data Visualization and Education, and I’ve been encouraged by so many kind souls to publish some of my viewpoints.

Some of you used the cheat sheets on GitHub, but it differed from how I wanted to present it, interactively.

Fortunately, I found Svelte and d3.js. Heavily inspired by the many amazing contributions on distill.pub, this is my attempt to help you learn machine learning interactively.

Note: This is a work in progress. Please give feedback, good and bad, so I may improve this guide iteratively. I edit these guides concurrently and on obsidian, sometimes notes to myself make it into them as I push and forget. Let me know, 😅 I find it easier to work on a few guides at once, as, as you will hopefully also see, many of the topics are related. And working on one, often gives me ideas for another.