AWS & Cloud
Build production agentic AI systems on AWS through hands-on tutorials and labs. From your first Bedrock agent to multi-tenant, HIPAA-eligible architectures with measured ROI.
Beginner
Agent Fundamentals
Build your first agent on AWS Bedrock, learn the core reasoning and retrieval patterns, then compare the leading agentic AI frameworks — Strands Agents and LangChain.
6 lessons
Start Course → 1 AWS Agentic AI Foundations: Easy Beginner Guide → 2 AWS Agentic AI Foundations Lab: Build Your First Agent Lab → 3 AWS Agentic AI Patterns: From Reasoning to Multi-Agent → 4 AWS Agentic AI Patterns Lab: Implementing Reasoning and Retrieval Agents Lab → 5 AWS Agentic AI Frameworks: Strands, LangChain, and MCP → 6 AWS Agentic AI Frameworks Lab: Building with Strands and LangChain Lab →
Intermediate
Production Architecture
Design for scale: isolate tenants, go serverless with Lambda and Step Functions, and get retrieval-augmented generation right — from document structure to vector database choice.
8 lessons
Start Course → 1 AWS Multi-Tenant Agentic AI: Isolation and Cost Architecture → 2 AWS Multi-Tenant Agentic AI Lab: Isolating Tenant Workloads Lab → 3 AWS Serverless Agentic AI: Lambda, Bedrock, and AgentCore → 4 AWS Serverless Agentic AI Lab: Deploying Agents with Lambda and Bedrock Lab → 5 AWS RAG Optimization: Writing for Retrieval Accuracy → 6 AWS RAG Optimization Lab: Structuring Documents for Retrieval Lab → 7 AWS Vector Database for RAG: OpenSearch to pgvector → 8 AWS Vector Database Lab: Setting Up pgvector and OpenSearch Lab →
Advanced
Specialized Systems & Operations
Apply everything to a regulated domain with healthcare RAG, then run agents like production software: instrument AgentOps observability and measure real ROI.
6 lessons
Start Course → 1 AWS Healthcare RAG: Clinical Accuracy Architecture → 2 AWS Healthcare RAG Lab: Building a Clinical Q&A Pipeline Lab → 3 AWS AgentOps: Operationalizing Agentic AI → 4 AWS AgentOps Lab: Instrumenting Agent Observability Lab → 5 AWS Agentic AI Economics: Measuring ROI → 6 AWS Agentic AI Economics Lab: Calculating ROI in Practice Lab →