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One Minute Machine Learning
“If you can’t explain it simply, you don’t understand it well enough” — Einstein, maybe
Influential Machine Learning Papers
Basics
"Points of Significance"
2021 Papers
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CLIP Paper Explained Easily in 3 Levels of Detail
CLIP Paper Explained Easily in 3 Levels of Detail
🤔 And the key points to remember
Jeffrey Boschman
Jul 17, 2023
SimCLR Explained in Simple Terms
SimCLR Explained in Simple Terms
SimCLR explained simply in 1 sentence, 1 minute, and 5 minutes
Jeffrey Boschman
Dec 21, 2022
What do doctors think about the ethics of machine learning in healthcare?
What do doctors think about the ethics of machine learning in healthcare?
“AI will not replace doctors, [but] doctors who use AI will replace doctors who do not”
Jeffrey Boschman
Oct 28, 2021
Integration of machine learning and genome-scale metabolic modeling identifies multi-omics…
Integration of machine learning and genome-scale metabolic modeling identifies multi-omics…
Explaining an application of machine learning in medicine, line-by-line
Jeffrey Boschman
Oct 14, 2021
How to Properly Interpret Error Bars
How to Properly Interpret Error Bars
“The meaning of error bars is often misinterpreted, as is the statistical significance of their overlap.”
Jeffrey Boschman
Sep 7, 2021
Recurrent Neural Networks | one minute summary
Recurrent Neural Networks | one minute summary
This is a recurring concept that you should make sure you understand
Jeffrey Boschman
Aug 17, 2021
L1 Regularization | one minute summary
L1 Regularization | one minute summary
Have you wrangled with concept of LASSO Regression?
Jeffrey Boschman
Jul 29, 2021
L2 Regularization | one minute summary
L2 Regularization | one minute summary
You too can understand L2
Jeffrey Boschman
Jul 28, 2021
Dropout | one minute summary
Dropout | one minute summary
A regularization strategy motivated by a theory of the role of sex in evolution
Jeffrey Boschman
Jul 14, 2021
Vision Transformers | one minute summary
Vision Transformers | one minute summary
New idiom: “An Image is Worth 16x16 Pixels”
Jeffrey Boschman
Jul 8, 2021
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