concept:dbscan
Dbscan
Dbscan in the context of production machine-learning systems.
Lessons
Formal explanations, examples, simulations, and checkpoints.
Unsupervised learning, anomalies & retrieval
Density clusters and novel anomalies
Use density clusters and novel anomalies to move the unsupervised & retrieval production brief toward a defensible release.
Unsupervised learning, anomalies & retrievalEmbeddings and similarity
Use embeddings and similarity to move the unsupervised & retrieval production brief toward a defensible release.
Unsupervised learning, anomalies & retrievalApproximate retrieval under latency
Use approximate retrieval under latency to move the unsupervised & retrieval production brief toward a defensible release.
Courses & assignments
Dependency-authoritative learning units.
Casebook
Reported facts and course reconstructions.