AI Laboratories

Fourteen required labs. Where the discipline becomes capability.

Admission

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 Academy

L01Course
Prompt Library
Your first library of production prompts.
1 lessons·Practitioner
The lab
L02Course
Model Bake-off
Compare frontier and local models on a real task.
1 lessons·Practitioner
The lab
L03Course
RAG System
Retrieval, generation, evaluation.
1 lessons·Practitioner
The lab
L04Course
Vector Database Deployment
Storage for retrieval.
1 lessons·Practitioner
The lab
L05Course
AI Coding Assistant
A domain-specific coding assistant.
1 lessons·Practitioner
The lab
L06Course
Document Analysis Pipeline
The workhorse enterprise application.
1 lessons·Practitioner
The lab
L07Course
Multi-Agent Workflow
Coordination, precisely.
1 lessons·Practitioner
The lab
L08Course
Rubric-Based Evaluation
Judging model output.
1 lessons·Practitioner
The lab
L09Course
Fine-Tune a Small Model
The full fine-tuning cycle.
1 lessons·Practitioner
The lab
L10Course
Deploy an AI Application
The full deployment cycle.
1 lessons·Practitioner
The lab
L11Course
Latency and Cost Monitoring
Watching production.
1 lessons·Practitioner
The lab
L12Course
Red-Team Your Own System
The self-assessment.
1 lessons·Practitioner
The lab
L13Course
A/B Evaluation
Statistically defensible product decisions.
1 lessons·Practitioner
The lab
L14Course
End-to-End AI Product
The capstone lab.
1 lessons·Practitioner
The capstone