AI Laboratories
Fourteen required labs. Where the discipline becomes capability.
Enrol as a Scholar to enter this Program, keep a record of your progress, and pursue the Certificate in AI Laboratories (Practitioner tier). Required for the Practitioner ladder in every other Program of the School..
Enrol in the AcademyNo tuition is configured for this Program. Register your interest and we will write to you when admissions open.
Request information →- L01Course
Prompt Library
Your first library of production prompts.
1 lessons·PractitionerThe lab - L02Course
Model Bake-off
Compare frontier and local models on a real task.
1 lessons·PractitionerThe lab - L03Course
RAG System
Retrieval, generation, evaluation.
1 lessons·PractitionerThe lab - L04Course
Vector Database Deployment
Storage for retrieval.
1 lessons·PractitionerThe lab - L05Course
AI Coding Assistant
A domain-specific coding assistant.
1 lessons·PractitionerThe lab - L06Course
Document Analysis Pipeline
The workhorse enterprise application.
1 lessons·PractitionerThe lab - L07Course
Multi-Agent Workflow
Coordination, precisely.
1 lessons·PractitionerThe lab - L08Course
Rubric-Based Evaluation
Judging model output.
1 lessons·PractitionerThe lab - L09Course
Fine-Tune a Small Model
The full fine-tuning cycle.
1 lessons·PractitionerThe lab - L10Course
Deploy an AI Application
The full deployment cycle.
1 lessons·PractitionerThe lab - L11Course
Latency and Cost Monitoring
Watching production.
1 lessons·PractitionerThe lab - L12Course
Red-Team Your Own System
The self-assessment.
1 lessons·PractitionerThe lab - L13Course
A/B Evaluation
Statistically defensible product decisions.
1 lessons·PractitionerThe lab - L14Course
End-to-End AI Product
The capstone lab.
1 lessons·PractitionerThe capstone