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One Minute Machine Learning

Short summaries (1–2 minutes reading time) to help you (and me) understand and remember important papers/concepts about machine learning and related topics. "If you can’t explain it simply, you don’t understand it well enough” — Einstein, maybe.

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Data Science

Jeffrey Boschman in One Minute Machine Learning

How to Properly Interpret Error Bars

“The meaning of error bars is often misinterpreted, as is the…

Jeffrey Boschman in One Minute Machine Learning

Recurrent Neural Networks | one minute summary

This is a recurring concept that you should make sure…

Jeffrey Boschman in One Minute Machine Learning

L1 Regularization | one minute summary

Have you wrangled with concept of LASSO Regression?

Jeffrey Boschman in One Minute Machine Learning

L2 Regularization | one minute summary

You too can understand L2

Jeffrey Boschman in One Minute Machine Learning

Dropout | one minute summary

A regularization strategy motivated by a theory of the role of sex in…

Jeffrey Boschman in One Minute Machine Learning

Vision Transformers | one minute summary

New idiom: “An Image is Worth 16x16 Pixels”

Jeffrey Boschman in One Minute Machine Learning

BERT (Bidirectional Encoder Representations from Transformers) | one minute summary

Jeffrey Boschman in One Minute Machine Learning

Batch Normalization | one minute summary

Batch norm has become the norm

Jeffrey Boschman in One Minute Machine Learning

VGG16 (2014)| one minute summary

The original super deep ConvNet

Jeffrey Boschman in One Minute Machine Learning

Inception-v1 / GoogLeNet (2014) | one minute summary

Machine learning inspired by the “we need to go…