While Model Trains

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

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.

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Embracing Automated Retraining

Claire Longo & Trevor LaViale

While implementing retraining on a set cadence is easier, dynamic retraining can prevent models from becoming outdated and optimize computational costs.

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Data Analysis at the Command Line

@lucytalksdata

Using csvkit, grep, gnuplot, and other command-line tools to perform data analysis directly from the command line.

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