Anomaly Detection: Projects

Apply the Anomaly Detection curriculum to a checked project.

Project brief

• Project: build and audit a receipt-volume anomaly queue

Required concepts

• Anomaly detection contract: incidents, observations and delayed labels
• Contextual anomaly baselines: seasonality, exposure and missing periods
• Anomaly thresholds: rank evidence within an alert budget
• Rare-event backtests: delayed labels, windows and incident recall
• Anomaly operations: distinguish drift, incidents and broken inputs
• Anomaly triage: deduplicate, explain and close the feedback loop

Completion standard

Submit runnable work, a data manifest, measured results and failure-case evidence.