Part XIII: Trust, Safety, Evaluation, and Operations
Chapter 69  [C][A]

MLOps for Sensor Fleets

Placeholder chapter page. Sections are produced by the book-skills pipeline.

Sections

  1. 69.1 Data contracts for sensors
  2. 69.2 Model versioning and deployment
  3. 69.3 Monitoring drift and data quality
  4. 69.4 Proxy monitoring under delayed ground truth
  5. 69.5 Retraining triggers and fleet management
  6. 69.6 Logging under privacy constraints
  7. 69.7 Incident response

Lab 69

build a sensor-AI monitoring dashboard with drift alerts, proxy metrics, and model-version tracking.