SIEM Engineering — The Detection Pipeline

A deeply technical expert course that builds and assures the detection pipeline itself — the eight-stage machine that turns raw events into trustworthy alerts. Engineer sources, collection, parsing, normalization, enrichment, storage, detection, and alerting with real configs, real query syntax, and a tracer event proven at every stage. Four hands-on activities in every lesson.

What you'll learn

• Model the SIEM as eight measurable stages, each silent in failure, proven end to end with tracer events.
• Engineer sources, reliable TLS collection with sized queues, and tested, drift-proof parsers.
• Normalize into a common schema, enrich with fresh context joins, and run tiered storage with defensible retention.
• Author engineered detections — Sigma, measured thresholds, sequences — and ship triage-ready alerts with pipeline health telemetry.

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