While Model Trains

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

Sandwich Data Science 2: Electric Boogaloo

Ethan Rosenthal

A good old linear regression and Italian food. What more could you ask for?

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Nitpicking Machine Learning Technical Debt

Matthew McAteer

25 best practices to mitigate technical debt in machine learning.

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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.

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