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 using SQL before using Pandas?

Oleg Żero

An explanation with examples illustrating the motivation to use SQL for fetching data from a database instead of directly loading the data into Pandas.

Read it!

Why Correlation Usually ≠ Causation

Gwern

"Despite this admonition, people are overconfident in claiming correlations to support favored causal interpretations and are surprised by the results of randomized experiments, suggesting that they are biased & systematically underestimate the prevalence of confounds / common-causation."

Read it!