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March 31, 2026 · 1 min read

How would you design an API for a machine learning service that allows users to submit data for predictions and also retrieve model training status?

The API should have endpoints for submitting data and retrieving predictions, as well as another endpoint to check the training status of the model. I would implement authentication and versioning…

debmedia

SOFTWARE_ARCHITECT // AI_ENGINEER

📅 Mar 31, 2026 ⏱ 1 min read

HW

How would you design an API for a machine learning service that allows users to submit data for predictions and also retrieve model training status?

COVER // HOW WOULD YOU DESIGN AN API FOR A MACHINE LEARNING SERVICE THAT ALLOWS USERS TO SUBMIT DATA FOR PREDICTIONS AND ALSO RETRIEVE MODEL TRAINING STATUS?

The API should have endpoints for submitting data and retrieving predictions, as well as another endpoint to check the training status of the model. I would implement authentication and versioning to handle different model updates and ensure data security.

api design machine learning performance security

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