4 Foundation courses · 10 career majors · standalones & electives
The skills every AI professional needs. Complete these before choosing a major.
Context engineering, AI-built artifacts, hallucination detection, workflow design, agents & orchestration, stakeholder presentation, technical literacy. The mental model stack from pattern completion to autonomous agents.
Code reading, file trees, debugging with AI, project organization, Git/GitHub, deployment, CI/CD, APIs, databases, architecture literacy, cloud platforms, security fundamentals, design principles, testing, software lifecycle, directing Claude Code, ship a real project.
Bridge from SWD-101 to agentic development. CLAUDE.md authoring, speccing for AI execution, building a real CC project, hooks and custom commands, multi-agent workflows, MCP servers (10,000+ ecosystem), testing/validation, security and production readiness.
Problem validation, market analysis, distribution strategy, positioning, building in public, pricing/unit economics, go-to-market, customer discovery, AI-specific defensibility, operations automation, legal/financial foundations, first paying customer.
Deep specialization for students building production AI systems.
Agent evaluation and testing frameworks, agent safety and containment, tool design (MCP server architecture), context management for long-running agents, agent-to-agent communication, production monitoring, human oversight patterns.
Requires Foundation Track
Multi-agent architectures, agent communication protocols, orchestration patterns, testing multi-agent systems, failure modes and recovery.
Requires Foundation Track
Short, focused modules you can take anytime.
Connect Claude to AI Uni's MCP tools. One-time setup so your tutor can track progress, save notes, and deliver reading briefs.
Set up live portfolio page, write professional positioning, frame prior work in AI-era terms.
What MCP is, how to use existing MCP servers, how to build a simple one. Standalone version of BLD-201 S8 concepts.
Complete Foundation Track, then dive deep into the field that matches your career goals.
Build software with AI tools. Architecture, testing, shipping — plus enough CS fundamentals to catch AI's mistakes.
| # | Course | Sessions | Portfolio Project |
|---|---|---|---|
| 1 | Dev Environment & AI-Assisted Workflows | 10 | Configured dev environment with CI/CD pipeline |
| 2 | Software Engineering Practice | 10 | 15–30 merged PRs with code review docs |
| 3 | Feature Development | 10 | 2–4 technical design docs + shipped features |
| 4 | Deployment & Production Reliability | 8 | Production deployment with monitoring dashboard |
| 5 | Application Architecture | 10 | Architecture diagram + documented API integration |
| 6 | Startup Engineering | 8 | Production system with real users |
| 7 | Freelance Software Business | 8 | Deployed client project with documentation |
| 8 | Professional Practice in Software | 10 | Technical writing portfolio + architecture decision records |
Market analysis, financial modeling, product management, go-to-market — the MBA for builders.
| # | Course | Sessions | Portfolio Project |
|---|---|---|---|
| 1 | Strategy, Market Analysis & Business Modeling | 10 | Competitive analysis + market sizing document |
| 2 | Product Management | 10 | 3–5 PRDs + shipped feature with measurement |
| 3 | Product Analytics | 10 | Custom analytics dashboard with insights |
| 4 | Product-Led Growth & UX | 8 | Growth experiment report with A/B test results |
| 5 | Cross-Functional Product Leadership | 8 | Quarterly roadmap + stakeholder communication templates |
| 6 | Founding a Product Company | 10 | Validated MVP (10–50 users) with pitch deck |
| 7 | Product Consulting Practice | 8 | Product audit report (25–40 pages) with case study |
| 8 | Professional Practice in Product | 10 | Product area assessment + professional development plan |
Records, billing, compliance, clinical decision support. Huge market, recession-proof.
| # | Course | Sessions | Portfolio Project |
|---|---|---|---|
| 1 | Healthcare Organizational Dynamics | 8 | Healthcare communication guide + org relationship map |
| 2 | Health IT — EHR Systems & Clinical Workflows | 10 | Clinical workflow improvement project |
| 3 | Healthcare Compliance | 10 | HIPAA compliance documentation + risk assessment |
| 4 | Healthcare Interoperability | 10 | HL7/FHIR interface library + integration docs |
| 5 | Clinical Data Analysis & Quality Improvement | 10 | Clinical quality dashboard with recommendations |
| 6 | Health-Tech Product Implementation | 8 | Implementation playbook + go-live documentation |
| 7 | Health IT Consulting Practice | 8 | Consulting profile + interface migration case study |
| 8 | Professional Practice in Healthcare IT | 8 | Career development plan + incident response docs |
Content strategy, brand development, marketing analytics, copywriting — all AI-augmented.
| # | Course | Sessions | Portfolio Project |
|---|---|---|---|
| 1 | Marketing Strategy & Client Advisory | 10 | Content strategy document + editorial calendar |
| 2 | Content Production at Scale | 10 | Published content portfolio (20+ pieces) |
| 3 | SEO & Answer Engine Optimization | 10 | SEO audit + content roadmap |
| 4 | Social Media Strategy | 8 | Social content calendar + analytics report |
| 5 | Email Marketing & Automation | 10 | Email campaign portfolio with revenue attribution |
| 6 | CMS & Web Content Management | 8 | Published website with content management docs |
| 7 | Marketing Analytics & ROI | 8 | Monthly analytics report template + ROI dashboard |
| 8 | Professional Practice in Content Marketing | 8 | Content production system docs + client playbook |
Extract insights, build dashboards, automate reporting. Focused on using AI to work with data.
| # | Course | Sessions | Portfolio Project |
|---|---|---|---|
| 1 | SQL & Data Warehouse Operations | 10 | Documented SQL library + dbt project |
| 2 | Python for Data Analysis | 10 | 3–5 polished Jupyter notebook analyses |
| 3 | Statistical Analysis & Experimental Design | 10 | A/B test design document + statistical analysis report |
| 4 | Data Cleaning & Quality Management | 8 | Data quality report with cleaning pipeline |
| 5 | Business Intelligence & Dashboard Design | 8 | 3–5 production dashboards |
| 6 | Data Infrastructure & Architecture | 8 | Data infrastructure diagram + pipeline monitoring |
| 7 | Revenue & Business Metrics | 8 | Revenue dashboard + board deck data narrative |
| 8 | Professional Practice in Data Science | 8 | Reproducible analysis portfolio + stakeholder presentation |
Corporate training, edtech, AI model training — the full spectrum of teaching humans and training AI.
| # | Course | Sessions | Portfolio Project |
|---|---|---|---|
| 1 | Instructional Design Methodology | 10 | Needs analysis brief + course design document |
| 2 | E-Learning Authoring Tools | 10 | 5+ e-learning modules with AI-generated assets |
| 3 | SME Collaboration | 8 | SME interview library + content extraction guide |
| 4 | LMS Administration & SCORM/xAPI | 8 | LMS configuration + SCORM package library |
| 5 | Accessibility & Compliance in Learning | 8 | Accessibility audit report + VPAT document |
| 6 | Learning Measurement & Evaluation | 8 | Measurement framework + ROI analysis report |
| 7 | Stakeholder Review & Approval Workflows | 8 | Stakeholder review process documentation |
| 8 | Professional Practice in Learning Design | 8 | Professional development plan + consulting pitch deck |
Visual design, video, 3D, UI/UX, motion graphics — AI-augmented creative at professional quality.
| # | Course | Sessions | Portfolio Project |
|---|---|---|---|
| 1 | Visual Design Fundamentals | 10 | Design system foundations (color, typography, grid) |
| 2 | Digital Design Tools | 10 | 10+ design deliverables across tools |
| 3 | AI-Assisted Creative Production | 8 | AI-assisted concept exploration portfolio |
| 4 | Brand Identity Design | 10 | Complete brand identity system |
| 5 | UI/UX Design for Products | 10 | Design system + usability test report |
| 6 | Print Production & Specifications | 8 | Print-ready portfolio piece with production specs |
| 7 | Design-to-Development Handoff | 8 | Annotated handoff document for a product feature |
| 8 | Professional Practice in Creative | 8 | Curated portfolio website (8–12 projects) |
Fleet dashboards, predictive maintenance, site implementation, safety compliance.
| # | Course | Sessions | Portfolio Project |
|---|---|---|---|
| 1 | Physical Operations Safety & Compliance | 8 | Safety compliance documentation + risk assessment |
| 2 | Robot Fleet Management | 10 | Fleet performance baseline + improvement plan |
| 3 | Robot Deployment & Site Implementation | 8 | Deployment playbook + site survey documentation |
| 4 | Predictive Maintenance & Hardware Diagnostics | 10 | Predictive maintenance program with MTBF analysis |
| 5 | Robot Software & Firmware Management | 8 | OTA update rollout process + version management docs |
| 6 | Customer-Facing Technical Operations | 8 | Customer success dashboard + training documentation |
| 7 | Robotics Industry Knowledge | 8 | Industry competitive intelligence report |
| 8 | Professional Practice in Robotics | 8 | Operations playbook + executive presentation |
Configure AI agents for paid media, outbound, and SEO. The strategist role in an AI-automated marketing stack.
| # | Course | Sessions | Portfolio Project |
|---|---|---|---|
| 1 | AI Agent Operations Foundations | 10 | Agent governance framework document |
| 2 | Performance Marketing & Paid Media | 10 | Paid media campaign portfolio with ROAS analysis |
| 3 | Outbound & Sales Automation | 8 | Outbound sequence results report + lead scoring model |
| 4 | SEO & Answer Engine Optimization | 10 | SEO audit + content roadmap with AI visibility analysis |
| 5 | Marketing Analytics & Attribution | 10 | Attribution model + Looker Studio dashboard |
| 6 | Brand Strategy & Campaign Oversight | 8 | Brand strategy document + campaign playbook |
| 7 | Client Management & Agency Operations | 8 | Client reporting template + agency ops documentation |
| 8 | Professional Practice in Digital Marketing | 8 | 90-day marketing plan + professional development roadmap |
BIM coordination, construction PM, and facilities management with Procore, Revit, and AI monitoring tools.
| # | Course | Sessions | Portfolio Project |
|---|---|---|---|
| 1 | Architecture & Construction Fundamentals | 8 | Construction terminology guide + drawing annotation |
| 2 | BIM Coordination & Digital Delivery | 10 | BIM coordination workflow with clash detection report |
| 3 | Construction Project Management | 10 | Project schedule + Procore configuration documentation |
| 4 | Facility & Asset Management | 8 | Facility management dashboard + maintenance program |
| 5 | Specification Writing & Procurement | 8 | Specification section + procurement comparison analysis |
| 6 | Sustainability & Building Performance | 8 | Energy analysis report + sustainability compliance docs |
| 7 | Construction Technology & Innovation | 8 | Technology assessment + implementation ROI report |
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