concept:anomaly-triage
Anomaly Triage
Anomaly Triage in the context of production machine-learning systems.
Lessons
Formal explanations, examples, simulations, and checkpoints.
Unsupervised learning, anomalies & retrieval
Embeddings and similarity
Similarity is a modeling choice: the same vectors tell different stories under cosine and dot product.
Unsupervised learning, anomalies & retrievalApproximate retrieval under latency
Approximate retrieval is an explicit recall–latency contract, not a transparent substitute for exact search.
Courses & assignments
Dependency-authoritative learning units.
Casebook
Reported facts and course reconstructions.