Linear Regression by Hand

Let’s hope you never actually have to do this by hand

More Notes on Least Squares

The gift that keeps on giving

Improve Your Python Game

I keep forgetting how Python decorators work, so future-me will be thankful I wrote this down

[Yet Another] Backpropagation by Hand [Blog Post]

Automatic differentiation is so 2019

The Beauty in Simplicity

When less-is-more meets data

All You Can Eat

For Bayesians

Notes on Least Squares

Everything is linear…(sort of… (in sufficiently high dimensional space))

Slack Notifications for your Spark Workflow

Notifications to your Slack channel from Spark