While Model Trains

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

From both sides now: the math of linear regression

Katherine Bailey

A journey starting from the standard formulation of linear regression, moving on to the probabilistic approach, and then progressing to Bayesian linear regression.

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Evolution of ML Fact Store

Vivek Kaushal

How Netflix designed Axion, their fact store utilized for computing ML features online, and the lessons learned throughout the process.

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How to calculate shapley values from scratch

Tobias Sterbak

Understanding Shapley value by implementing it from scratch.

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