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Design ML Inference REST APIs

MediumSystem Design00:00
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Your question is Design ML Inference REST APIs. Take a moment with it on the right.

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Problem

Scenario

You are building a platform that exposes machine learning predictions to multiple product surfaces through HTTP services. Different teams need low-latency online inference, consistent feature access, and safe model rollouts without breaking clients.

Question

How do you design and implement RESTful APIs?