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Generative AI Applications with Amazon Bedrock · LearnSpace
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courseraIT и технологии

Generative AI Applications with Amazon Bedrock

Курс от Amazon Web Services
Начальный≈ 8.6 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

e.g. This is primarily aimed at first- and second-year undergraduates interested in engineering or science, along with high school students and professionals with an interest in programming.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. Please note: The hands-on exercises are optional and require access to your own AWS account. Completing these activities may result in minimal usage charges.

Навыки, которые вы освоите

Amazon BedrockContext ManagementRetrieval-Augmented GenerationGenerative AI AgentsPrompt EngineeringLLM ApplicationAI WorkflowsGenerative AIAgentic WorkflowsAmazon Web ServicesAgentic systems

Программа курса

2 модулей · 27 учебных материалов

01Module 1: Knowledge Bases and Workflows15 материалов

Introduction to the Course

Introduction to the CourseВидеоCourse RoadmapЧтение

Amazon Bedrock Knowledge Bases

Introduction to Amazon Bedrock Knowledge BasesВидеоDemonstration of Amazon Bedrock Knowledge BasesВидео

Учитесь у экспертов

Russell Sayers

Senior Cloud Technologist

Alex G.

Senior Cloud Technologist

Morgan Willis

Principal Cloud Technologist

Generative AI Applications with Amazon Bedrock
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в новой вкладке

Обучение на Coursera

≈ 8.6 ч

2 модулей

Язык: Английский

Субтитры: Арабский, Французский, Узбекский, Итальянский, Бразильский португальский, Корейский, Немецкий, Пушту, Индонезийский, Испанский, Дари, Японский, Казахский, Венгерский

Часть программы вашего университета
Amazon Bedrock Knowledge BasesЧтение

Amazon Bedrock Prompt Management and Flows

Introduction to Amazon Bedrock Prompt ManagementВидеоPrompt ManagementЧтениеExercise: Prompt Management with Amazon BedrockЧтениеConverse API and Tool Use Part 1ВидеоConverse API and Tool Use Part 2ВидеоExercise: Working with the Amazon Bedrock APIЧтениеConverse APIsЧтениеIntroduction to Amazon Bedrock FlowsВидеоAmazon Bedrock FlowsЧтениеModule 1 QuizЗадание
02Module 2: AI-driven Agents for Task Automation12 материалов

Agents

Amazon Bedrock AgentsВидеоDemonstration of Amazon Bedrock AgentsВидеоAmazon Bedrock AgentsЧтениеExercise: Creating an HR Assistant Agent using Amazon Bedrock Agents Чтение

Amazon Q Developer

Amazon Q Developer Security ScanningВидеоDemo Amazon Q Developer Transform AgentВидеоModule 2 QuizЗаданиеTech Talk: Using Agents, Knowledge Bases, and Converse APIВидео

Course Wrap up

Glossary Course 2ЧтениеFinal AssessmentЗаданиеPost-Course SurveyЧтениеPost-Course SurveyPLUGIN