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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Why is DevOps for Machine Learning so Different?

Ryan Dawson

A detailed analysis of the differences between MLOps and traditional DevOps.

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Automated text extraction at Bolt

Francesco Pochetti

A comprehensive explanation of the system implemented at Bolt to extract text from ID documents.

Read it!