While Model Trains

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

Why is DevOps for Machine Learning so Different?

Ryan Dawson

A detailed analysis of the differences between MLOps and traditional DevOps.

Read it!

Why do we minimize the mean squared error?

Alex Molas

A refresher on the theory behind Mean Squared Error.

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Optimizing Slow SQL Queries

Miguel Grinberg

How to fix the most common database performance problems, which are caused by improper indexing, along with examples for Postgres, MySQL, and SQLite.

Read it!