While Model Trains

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

In Praise of Small Data

Evan Miller

Unless you are training a model with thousands of parameters, big data should not be seen as a source of value, but rather as a source of cost.

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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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Automated text extraction at Bolt

Francesco Pochetti

A comprehensive explanation of the system implemented at Bolt to extract text from ID documents.

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