Anomaly Detection with Vectors

Detect outliers, fraud, and novelty with vector DBs. Master nearest-neighbor distance, density-based scoring, and the patterns for production anomaly detection.

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6

Lessons

💻

Code Examples

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Production-Ready

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Lessons in This Topic

Work through these 6 lessons in order, or jump to whichever topic you need most.

Vector Anomaly Detection Intro

Intermediate

NN Distance Scoring

Intermediate

Density-Based Anomaly Scoring

Advanced

Combining with Isolation Forests

Advanced

Streaming Anomaly Detection

Advanced

Evaluating Anomaly Detection

Intermediate