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Gaussian KDE from Scratch

Machine Learning

Understanding KDE inside and out

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Deploying and Scaling ML

Machine Learning

Practical considerations of scaling and implementing ML in the real world

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Deep Learning Concepts every practicioner should know

Machine Learning

A deep dive into the important 'deep' learning concepts

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Machine Learning Fundamentals

Machine Learning

Fundamentals of all types of machine learning, deep or otherwise

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The Math Behind ML (the important stuff)

Machine Learning

Important mathematical prerequisites for getting into Machine Learning, Deep Learning, or any of the other space

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ML Research Interview Handbook

Series

A 4-post series that covers the subject material in a good machine learning engineer interview.

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Under-Investigated Fields List (Version 1.0)

Progress Studies

Nominations for fields that are not being researched as much as they should be

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