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Building

Running open models locally (Ollama)

Install and run open models on a laptop with Ollama and compare them on speed, quality, memory and licence.

Target proficiency: Applied

Course outcomes

  • AI 101 CO4

    Build and test a web or desktop AI application that uses an open model served locally by Ollama, including retrieval over documents and safe tool use.

  • 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 508 CO1

    Demonstrate Foundations & Theory competence: complete the Day 1–15 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.

Taught in weeks & phases

Textbook chapters