MLOps Academy · Lesson

Validate Requests with Pydantic

Reject malformed input before it reaches the model.

Garbage In, Garbage Out

If a client sends the wrong fields or types, your model gets nonsense. You want to reject bad input before it ever reaches the model. 🛡️

Meet Pydantic

FastAPI uses Pydantic to validate requests. You describe the shape of the data with a Python class, and validation happens for free.

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
← Back to MLOps Academy