While Model Trains

Read data blog posts.
Carefully handpicked.
Presented 3 at a time.

In Praise of Small Data

Evan Miller

Unless you are training a model with thousands of parameters, big data should not be seen as a source of value, but rather as a source of cost.

Read it!

Decision Tree - Implemented from scratch

Oleg Żero

A step-by-step implementation to gain a better understanding of how a decision tree works.

Read it!

Unit Testing in Data Science

Jason Ash

A practical example of unit testing a function used to clean data before analysis.

Read it!