Amazon Bedrock AgentCore: Build & Deploy any AI Agent on AWS

About this course

Welcome to “Amazon Bedrock AgentCore: Build AI Agents on AWS [HANDS-ON]” — the most practical, hands-on course to master Agentic AI development and deployment on AWS in just 2 weeks.

This course is designed for developers, data scientists, and AI enthusiasts who want to learn how to build, deploy, and monitor fully functional Serverless AI Agents (any open-source framework) using Amazon Bedrock AgentCore. You’ll work through real-world, hands-on projects that combine Bedrock primitives, runtime orchestration, memory, observability, and deployment with AWS Lambda and API Gateway.

Through step-by-step labs, you’ll:

Build a Personal Vacation Planner AI Agent from scratch (CrewAI Framework)Deploy your agent using Bedrock AgentCore Runtime, AWS Lambda, API Gateway, and optionally Streamlit for interactive apps.

Enable full Observability with OpenTelemetry and CloudWatch to monitor agent behavior and performance.

Implement memory for context-aware, multi-turn conversations.

Learn about AgentCore Identity and Gateway for production readiness

By the end of this course, you’ll have a deep, practical understanding of how to create, operate, and scale Agentic AI systems on Amazon Bedrock AgentCore.

Section 1 - Course Overview – Introduction and learning outcomes

Section 2 - Amazon Bedrock AgentCore Building Blocks - Primitives and the Problem it is trying to solve Section 3 - Build Agentic AI App from Scratch [Hands-On] – Personal Vacation Planner [on CrewAI]Section 4 - Bedrock AgentCore Runtime [Hands-On] –

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