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Model layer

Model selection, routing, fallback and provider portability

Model selection, routing, fallback and provider portability.

Target proficiency: Applied

Course outcomes

  • MST 501 CO2

    Demonstrate Model Layer, Context & Tools competence: complete the Day 16–30 builds, explain the underlying theory, and defend the phase artefact under live questioning.

  • MST 502 CO3

    Demonstrate Orchestration & Integration competence: complete the Day 31–45 builds, explain the underlying theory, and defend the phase artefact under live questioning.

  • MST 503 CO4

    Demonstrate Mastery & Scale competence: complete the Day 22–30 builds, explain the underlying theory, and defend the phase artefact under live questioning.

  • MST 504 CO3

    Demonstrate Integration & graphs — agents, knowledge graphs, evals competence: complete the Day 16–23 builds, explain the underlying theory, and defend the phase artefact under live questioning.

  • MST 505 CO4

    Demonstrate Agents, Tools & Orchestration competence: complete the Day 46–60 builds, explain the underlying theory, and defend the phase artefact under live questioning.

  • MST 507 CO5

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

  • MST 508 CO2

    Demonstrate Core LLM Engineering competence: complete the Day 16–30 builds, explain the underlying theory, and defend the phase artefact under live questioning.

  • MST 508 CO5

    Demonstrate Serving, Fine-tuning & Performance competence: complete the Day 61–75 builds, explain the underlying theory, and defend the phase artefact under live questioning.

  • MST 509 CO5

    Demonstrate AI Control Plane competence: complete the Day 61–75 builds, explain the underlying theory, and defend the phase artefact under live questioning.

Taught in weeks & phases

Textbook chapters