While Model Trains

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

Data science preflight checklist.

Alex Molas

A list of safety checks to perform before starting a new data science project.

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Deep Learning ideas that have stood the test of time

Denny Britz

An overview of deep learning breakthroughs that have demonstrated their value over time, from AlexNet in 2012 to GPT-3 in 2020.

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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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