THE EPOCH

Articles and newsletter

Technical writing on machine learning, systems, and software. 500+ subscribers.

E

ML · SYSTEMS · SOFTWARE

The Epoch

Technical writing on machine learning, systems, and software. 500+ subscribers.

Articles

ML SYSTEMS

Why Machine Learning Models Should Be Allowed to Say “I Don't Know”

Confidence, calibration, abstention, and the case for human review in real-world ML systems.

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DEEP LEARNING

Backpropagation from First Principles: What I Finally Understood

A student-friendly walkthrough of the ideas beneath the notation.

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IN THE WORKS

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