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MLOps Academy · Lesson

Trace a Prediction Round-Trip

Follow one request from input to logged response.

Follow One Request

Time to watch the whole loop work. You will follow a single prediction from a client request all the way to a logged response. 🔍

The Client Sends Input

A caller POSTs JSON to /predict. This is the raw input feature payload your model needs to make a decision.

curl -X POST localhost:8000/predict \
  -H "Content-Type: application/json" \
  -d '{"tenure": 12, "monthly_charges": 79.9}'

All lessons in this course

  1. Train and Log to the Registry
  2. Promote the Best Model to Production
  3. Serve the Production Model
  4. Trace a Prediction Round-Trip
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