While Model Trains

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

Why software projects take longer than you think: a statistical model

Erik Bernhardsson

"People estimate the median completion time well, but not the mean."

Read it!

Stop Hard Coding in a Data Science Project – Use Config Files Instead

Khuyen Tran

In a data science project, certain values such as file names, train-test split ratios, and hyperparameters often undergo frequent changes. By using configuration files instead of hard-coding these values, you can achieve better maintainability and flexibility.

Read it!

Evolution of ML Fact Store

Vivek Kaushal

How Netflix designed Axion, their fact store utilized for computing ML features online, and the lessons learned throughout the process.

Read it!