MLOps Academy · Lesson

Your First /predict Endpoint

Load a model and return a prediction over HTTP.

From Notebook to API

A model in a notebook helps only you. To serve real users, you wrap it in an API that anyone can call over the network. 🚀

Why FastAPI

FastAPI is a modern Python web framework that is fast to write, validates input for you, and auto-generates interactive docs.

All lessons in this course

  1. Your First /predict Endpoint
  2. Validate Requests with Pydantic
  3. Load the Model Once at Startup
  4. Add a /health Readiness Check
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