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Amazon Web Services

Generative AI Applications with Amazon Bedrock

Amazon Web Services via edX

Overview

Step up your generative AI skills with this course focused on building generative AI applications using Amazon Bedrock. Building on the fundamentals, you'll dive deep into advanced features and services that enable more complex solutions.

The course begins with a deep dive of Amazon Bedrock Knowledge Bases, teaching you how to enhance AI responses using Retrieval-Augmented Generation (RAG). You'll learn to create and manage knowledge bases, integrating them into your applications to provide context-aware, domain-specific AI interactions.

Next, you'll learn Amazon Bedrock Prompt Management and Flows, enabling you to design intricate workflows that chain multiple AI operations. This section empowers you to create more sophisticated generative AI behaviors in your applications.

The latter part of the course focuses on generative AI-driven agents for task automation. You'll learn to configure and deploy Bedrock Agents, integrating them with various AWS services to create smart, autonomous systems. You'll also explore the Converse API, enabling more natural, context-aware conversations in your AI applications.

Throughout the course, hands-on labs and real-world scenarios will help you apply these concepts. By the course's end, you'll be designing and implementing advanced generative AI applications with Amazon Bedrock.

Syllabus

Module 1: Knowledge Bases and Workflows

Submodule: Introduction

Video: W1-A-10 Introduction to Course (Morgan)
Downloadable: W1-A-20 Course Roadmap

Submodule: Amazon Bedrock Knowledge Bases

Video: W1-B-10 Introduction to Amazon Bedrock Knowledge Bases (Morgan)
Video: W1-B-20 Demonstration of Amazon Bedrock Knowledge Bases (Morgan)
Reading: Amazon Bedrock Knowledge Bases
Lab: W1-B-30 Integrating an Amazon Bedrock Knowledge Base into an Application
Quiz: W1-B-40 Knowledge Check

Submodule: Amazon Bedrock Prompt Management and Flows

Video: W1-C-10 Introduction to Amazon Bedrock Prompt Management (Russ)
Reading: Prompt Management
Video: W1-C-20 Introduction to Amazon Bedrock Flows (Russ)
Reading: Amazon Bedrock Flows
Quiz: W1-C-30 Knowledge Check

Module 2: AI-driven Agents for Task Automation

Submodule: Task Automation

Video: W2-A-10 Amazon Bedrock Agents (Russ)
Video: W2-A-20 Demonstration of Amazon Bedrock Agents (Russ)
Reading: Amazon Bedrock Agents
Lab: W2-A-30 Creating an Amazon Bedrock Agent
Video: W2-A-40 Converse API and Tool Use (Morgan)
Lab: W2-A-40 Converse API Tool Use
Reading: Converse API

Submodule: Advanced Agent Use and Developer Tools

Tooling: Amazon Q Developer Security Scanning
Tooling: Amazon Q Developer Code Transformation
Video: W2-A-50 Tech Talk: Using Agents, Knowledge Bases, and Converse (Morgan/Russ)
Reading: Model Context Protocol
Quiz: W2-A-60 Knowledge Check

Taught by

Russell Sayers, Morgan Willis and Alex G

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