While Model Trains

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

Writing Robust Tests for Data & Machine Learning Pipelines

Eugene Yan

An in-depth analysis of why certain types of tests break more frequently than others, along with suggestions for creating more robust pipeline tests.

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20 ideas for better data visualization

Taras Bakusevych

A list of 20 tips for great data visualization, including "Always start a bar chart at a 0 baseline" and ""Pick a color palette that matches the nature of your data".

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What to consider when using text in data visualizations

Lisa Charlotte Muth

An in-depth explanation on how to use text to enhance the visual appeal and readability of visualizations.

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