All Labs¶
Browse all labs by level. Each lab is self-contained.
L50 Awareness — No account required (8 labs, ~150 min)¶
| Lab | Title | Path | Time | Cost |
|---|---|---|---|---|
| Lab 001 | What are AI Agents? | All paths | ~15 min | ✅ Free |
| Lab 002 | AI Agent Landscape 2025 | All paths | ~20 min | ✅ Free |
| Lab 003 | Choosing the Right Tool | All paths | ~15 min | ✅ Free |
| Lab 004 | How LLMs Work | All paths | ~20 min | ✅ Free |
| Lab 005 | Prompt Engineering | All paths | ~25 min | ✅ Free |
| Lab 006 | What is RAG? | 📚 RAG | ~20 min | ✅ Free |
| Lab 007 | What are Embeddings? | 📚 RAG | ~15 min | ✅ Free |
| Lab 008 | Responsible AI for Agent Builders | All paths | ~20 min | ✅ Free |
L100 Foundations (17 labs, ~625 min)¶
| Lab | Title | Path | Time | Cost |
|---|---|---|---|---|
| Lab 009 | Azure OpenAI Service Quickstart | 🏭 Microsoft Foundry | ~30 min | ⚠️ Azure |
| Lab 010 | GitHub Copilot — First Steps | 🤖 GitHub Copilot | ~45 min | ✅ GitHub Free |
| Lab 011 | Copilot Studio — First Agent | Agent Builder — Teams | ~30 min | ✅ Free |
| Lab 012 | What is MCP? Anatomy of the Protocol | 🔌 MCP | ~20 min | ✅ Free |
| Lab 013 | GitHub Models — Free LLM Inference | 🤖 GitHub Copilot | ~25 min | ✅ GitHub Free |
| Lab 014 | Semantic Kernel — Hello Agent | 🧠 Semantic Kernel | ~30 min | ✅ GitHub Free |
| Lab 015 | Ollama — Run LLMs Locally for Free | All paths | ~30 min | ✅ Free |
| Lab 016 | GitHub Copilot Agent Mode | 🤖 GitHub Copilot | ~30 min | ✅ GitHub Free |
| Lab 017 | Structured Output & JSON Mode | All paths | ~25 min | ✅ GitHub Free |
| Lab 018 | Function Calling & Tool Use | ⚙️ Pro Code Agents | ~35 min | ✅ GitHub Free |
| Lab 019 | Streaming Responses in Agents | ⚙️ Pro Code Agents | ~25 min | ✅ GitHub Free |
| Lab 069 | Declarative Agents for Microsoft 365 Copilot | All paths | ~60 min | ✅ Free |
| Lab 070 | Agent UX Patterns — Chat, Adaptive Cards & Proactive Notifications | All paths | ~60 min | ✅ Free |
| Lab 072 | Structured Outputs — Guaranteed JSON for Agents | All paths | ~45 min | ✅ Free |
| Lab 075 | Power BI Copilot — Autonomous Analytics & Data Storytelling | All paths | ~45 min | ✅ Free |
| Lab 078 | Foundry Local — Run AI Models Offline | All paths | ~45 min | ✅ Free |
| Lab 081 | Agentic Coding Tools — Claude Code vs Copilot CLI | All paths | ~45 min | ✅ Free |
L200 Intermediate (20 labs, ~1115 min)¶
| Lab | Title | Path | Time | Cost |
|---|---|---|---|---|
| Lab 020 | Build an MCP Server in Python | 🔌 MCP | ~45 min | ✅ Free |
| Lab 021 | Build an MCP Server in C# | MCP | ~45 min | ✅ Free |
| Lab 022 | RAG Pipeline with GitHub Models + pgvector | RAG | ~50 min | ✅ Free |
| Lab 023 | Semantic Kernel — Plugins, Memory & Planners | Semantic Kernel | ~45 min | ✅ GitHub Free |
| Lab 024 | Teams AI Library Bot | Agent Builder — Teams | ~60 min | ✅ Free |
| Lab 025 | VS Code Copilot Chat Participant | Agent Builder — VS Code | ~45 min | ✅ Free |
| Lab 026 | Agentic RAG Pattern | RAG | ~40 min | ✅ GitHub Free |
| Lab 027 | Agent Memory Patterns | Pro Code | ~35 min | ✅ Free |
| Lab 029 | LangChain & LangGraph Basics | 💻 Pro Code | ~60 min | ✅ Free |
| Lab 045 | GitHub Copilot Workspace | 🤖 GitHub Copilot | ~30 min | ✅ GitHub Free |
| Lab 047 | Work IQ — Copilot Adoption Analytics | All paths | ~45 min | ✅ Free |
| Lab 052 | Fabric IQ — Conversational Data Agent (NL → SQL) | All paths | ~75 min | ✅ Free |
| Lab 054 | A2A Protocol — Build Interoperable Multi-Agent Systems | All paths | ~75 min | ✅ Free |
| Lab 059 | Voice Agents with GPT Realtime API | All paths | ~75 min | ✅ Free |
| Lab 060 | Reasoning Models — Chain-of-Thought with o3 and DeepSeek R1 | All paths | ~75 min | ✅ Free |
| Lab 061 | SLMs — Phi-4 Mini for Low-Cost Agent Skills | All paths | ~60 min | ✅ Free |
| Lab 068 | Hybrid Search — Vector + BM25 + Semantic Ranker | All paths | ~60 min | ✅ Free |
| Lab 076 | Microsoft Agent Framework — From SK to MAF | All paths | ~75 min | ✅ Free |
| Lab 077 | AG-UI Protocol — Connect Agents to User Interfaces | All paths | ~60 min | ✅ Free |
| Lab 080 | MarkItDown + MCP — Document Ingestion for Agents | All paths | ~60 min | ✅ Free |
L300 Advanced (31 labs, ~2270 min)¶
| Lab | Title | Path | Time | Cost |
|---|---|---|---|---|
| Lab 028 | Deploy MCP Server to Azure Container Apps | MCP | ~60 min | ⚠️ Azure |
| Lab 030 | Microsoft Foundry Agent Service + MCP | Foundry + MCP | ~90 min | ⚠️ Azure |
| Lab 031 | pgvector Semantic Search on Azure | RAG | ~60 min | ⚠️ Azure |
| Lab 032 | Row Level Security for Agents | Foundry + Security | ~45 min | ✅ Free |
| Lab 033 | Agent Observability with Application Insights | Microsoft Foundry | ~45 min | ✅ Free |
| Lab 034 | Multi-Agent Orchestration with Semantic Kernel | Semantic Kernel | ~60 min | ✅ GitHub Free |
| Lab 035 | Agent Evaluation with Azure AI Eval SDK | Pro Code | ~60 min | ✅ GitHub Free |
| Lab 036 | Prompt Injection Defense & Agent Security | Pro Code | ~40 min | ✅ GitHub Free |
| Lab 037 | CI/CD for AI Agents with GitHub Actions | Pro Code | ~45 min | ✅ GitHub Free |
| Lab 038 | AI Cost Optimization | 💻 Pro Code | ~45 min | ⚠️ Azure |
| Lab 039 | Vector Database Comparison | 📚 RAG | ~50 min | ✅ Free |
| Lab 043 | Multimodal Agents with GPT-4o Vision | 💻 Pro Code | ~50 min | ✅ Free |
| Lab 046 | Microsoft Agent 365 — Enterprise Agent Governance | ⚙️ Pro Code | ~75 min | ⚠️ M365 |
| Lab 048 | Work IQ — Copilot Impact Analytics & Power BI | All paths | ~90 min | ✅ Free |
| Lab 049 | Foundry IQ — Agent Tracing with OpenTelemetry | 🏭 Microsoft Foundry | ~75 min | ✅ Free |
| Lab 051 | Fabric IQ — Real-Time Intelligence Agents | All paths | ~75 min | ✅ Free |
| Lab 053 | Fabric IQ — Batch AI Enrichment with AI Functions | All paths | ~90 min | ✅ Free |
| Lab 056 | Federated M365 Copilot Connectors with MCP | All paths | ~90 min | ✅ Free |
| Lab 057 | Computer-Using Agents — Desktop Automation | ⚙️ Pro Code | ~90 min | ✅ Free |
| Lab 058 | Browser Automation Agents with OpenAI CUA | ⚙️ Pro Code | ~90 min | ✅ Free |
| Lab 062 | On-Device Agents with Phi Silica — Windows AI APIs | All paths | ~90 min | ✅ Free |
| Lab 063 | Agent Identity — Entra OBO Flow & Least Privilege | All paths | ~75 min | ✅ Free |
| Lab 065 | Purview DSPM for AI — Govern Agent Data Flows | All paths | ~90 min | ✅ Free |
| Lab 066 | Copilot Studio Enterprise Governance | All paths | ~75 min | ✅ Free |
| Lab 067 | GraphRAG — Knowledge Graphs for Cross-Document Retrieval | All paths | ~90 min | ✅ Free |
| Lab 071 | Context Caching — Cutting Costs for Large-Document Agents | All paths | ~60 min | ✅ Free |
| Lab 073 | Agent Benchmarking with SWE-bench | All paths | ~90 min | ✅ Free |
| Lab 074 | Foundry Agent Service — Production Multi-Agent Deployment | 🏭 Microsoft Foundry | ~120 min | ✅ Free |
| Lab 079 | Deep Research Agents — Multi-Step Knowledge Synthesis | All paths | ~90 min | ✅ Free |
| Lab 082 | Agent Guardrails — NeMo & Azure Content Safety | All paths | ~75 min | ✅ Free |
| Lab 083 | Multi-Modal RAG — Images, Tables & Charts in Documents | All paths | ~90 min | ✅ Free |
L400 Expert (8 labs, ~900 min)¶
| Lab | Title | Path | Time | Cost |
|---|---|---|---|---|
| Lab 040 | Production Multi-Agent with AutoGen | Pro Code Agents | ~90 min | ✅ GitHub Free |
| Lab 041 | Custom GitHub Copilot Extension | GitHub Copilot | ~90 min | ⚠️ Azure |
| Lab 042 | Enterprise RAG with Evaluations | RAG | ~120 min | ⚠️ Azure |
| Lab 044 | Phi-4 + Ollama in Production | Pro Code | ~90 min | ✅ Free |
| Lab 050 | Multi-Agent Observability with GenAI Semantic Conventions | 🏭 Microsoft Foundry | ~120 min | ✅ Free |
| Lab 055 | A2A + MCP Full Stack — Agent Interoperability Capstone | ⚙️ Pro Code | ~120 min | ✅ Free |
| Lab 064 | Securing MCP at Scale with Azure API Management | ⚙️ Pro Code | ~90 min | ✅ Free |
| Lab 084 | Capstone — Build the Complete OutdoorGear Agent | All paths | ~180 min | ✅ Free |
Total: 84 labs