While Model Trains

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

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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Two faces of overfitting

Zygmunt

Overfitting the validation set occurs when multiple settings are tested and compared using the same validation set repeatedly until satisfactory performance is achieved.

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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.

Read it!