New to AI
AI 101 → AI 102
Learn
Where should I begin?
Start with your goal. Move through only the capabilities you need, then apply them in a project or Lab.
Want to build
AI 201 → AI 202 → Builder Track
Want research
AI 311+
Want creative AI
AI 321+
Want entrepreneurship
AI 331+
Want career skills
AI 341
The catalogue is a capability library. Not every course runs every semester.
Foundation track
Foundation
AI 101Introductory
Understanding the Modern AI Landscape
Build a clear mental model of modern AI and where it can—and cannot—help.
View courseAI 102Introductory
Working Effectively With AI
Practice prompting, verification, context design, and responsible everyday use.
View courseAI 201Intermediate
Vibe Coding / AI-Assisted Building
Use AI coding tools to move from an idea to a working interactive prototype.
View courseAI 202Intermediate
Build Your First AI Application
Combine interfaces, models, and data in a small end-to-end application.
View courseBuilder track
Builder / Agent
AI 301Advanced
Build Your First AI Agent
Design an agent that reasons with tools and completes a bounded workflow.
View courseAI 302Advanced
RAG & Knowledge Systems
Ground AI answers in reliable, inspectable sources using retrieval.
View courseAI 303Advanced
Agent Workflows & Automation
Build resilient multi-step automations with human checkpoints.
View courseResearch track
Research
AI 311Advanced
AI for Research
Use AI to accelerate literature, analysis, and research communication responsibly.
View courseAI 312Advanced
Understanding LLMs & AI Research Foundations
Understand core language-model concepts and read research critically.
View courseAI 313Advanced
Evaluation, Experiments & Reproduction
Design controlled evaluations and reproduce a published result.
View courseCreative track
Creative / Film
AI 321Advanced
Creative AI Foundations
Develop an intentional, rights-aware creative workflow across AI media tools.
View courseAI 322Advanced
AI Image & Visual Consistency
Create coherent visual systems, references, and repeatable art direction.
View courseAI 323Advanced
AI Video & Motion
Turn visual concepts into directed motion, shots, and sequences.
View courseAI 324Advanced
AI Filmmaking
Direct an AI-assisted short film from story through final edit.
View courseStartup track
Startup
Career track
Career
Advanced track
Advanced / Cross-Track
AI 351Advanced
Multimodal AI
Build experiences that reason across text, image, audio, and video.
View courseAI 352Advanced
AI Evaluation & Safety for Builders
Evaluate system behavior, risk, and reliability before deployment.
View courseAI 361Advanced
Advanced RAG
Improve retrieval quality through indexing, reranking, and evaluation.
View courseAI 371Advanced
Fine-Tuning & LoRA
Adapt open models with focused datasets and efficient techniques.
View courseAI 372Advanced
Production AI Systems
Design observable, secure, cost-aware AI systems for real use.
View courseAI 373Advanced
Open-Source Models & Local AI
Run and assess open models locally with practical constraints.
View courseAI 374Advanced
Advanced Agents & Multi-Agent Systems
Design and evaluate coordinated agent systems without needless complexity.
View courseAI 381Advanced
AI Product Management & System Design
Translate user needs into feasible, measurable AI product systems.
View courseAI 382Advanced
AI Automation for Organizations
Redesign organizational workflows with safe, measurable automation.
View courseAI 383Advanced
AI for Data Analysis & Decision Support
Use AI to interrogate data while preserving traceability.
View courseAI 384Advanced
AI UX & Human-AI Interaction
Design interfaces that help people understand and control AI behavior.
View courseAI 385Advanced
AI APIs, Tools & Integrations
Connect models to software tools through robust APIs.
View courseAI 386Advanced
Voice AI & Conversational Systems
Build responsive voice experiences with thoughtful conversation design.
View courseAI 387Advanced
AI Search & Deep Research Systems
Build research systems that gather, compare, and cite evidence.
View courseAI 388Advanced
Synthetic Data & Data Generation
Generate and validate synthetic datasets for safe experimentation.
View courseLeadership track