Streaming ingestion & CDC (Kafka, Debezium, freshness SLAs)

Course outcomes

• MST 506 CO4

  Demonstrate Evaluation, Observability & Retrieval Quality competence: complete the Day 46–60 builds, explain the underlying theory, and defend the phase artefact under live questioning.

• MST 506 CO5

  Demonstrate Production Platform, Security & Governance competence: complete the Day 61–75 builds, explain the underlying theory, and defend the phase artefact under live questioning.

• MST 509 CO2

  Demonstrate Ingestion & Document Intelligence competence: complete the Day 16–30 builds, explain the underlying theory, and defend the phase artefact under live questioning.

Taught in weeks & phases

• MST 506 · Phase 4 — Evaluation, Observability & Retrieval Quality
• MST 506 · Phase 5 — Production Platform, Security & Governance
• MST 509 · Phase 2 — Ingestion & Document Intelligence

Textbook chapters