[NEW] AWS Certified Generative AI Developer - Professional

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[NEW] AWS Certified Generative AI Developer - Professional

About this course

Detailed Exam Domain CoverageBefore diving into the course details, here is the exact breakdown of the AWS Certified Generative AI Developer – Professional exam domains to help you focus your study efforts:Domain 1: Foundation Model Integration, Data Management, and Compliance (31%)Integrate foundation models into applications and workflows.Design and manage data pipelines for GenAI solutions.Apply compliance, governance, and data security standards.Utilize vector stores and Retrieval Augmented Generation (RAG).Evaluate foundation models for quality and responsibility.Domain 2: Implementation and Integration (26%)Implement GenAI services using AWS Bedrock and related services.Develop and apply prompt engineering techniques.Build agentic AI solutions and orchestrate workflows.Integrate GenAI applications with AWS Lambda, API Gateway, and other services.Deploy and manage generative AI models in production.Domain 3: AI Safety, Security, and Governance (20%)Apply security controls and encryption for GenAI workloads.Implement responsible AI practices and risk assessments.Establish governance frameworks for model usage.Ensure data privacy and compliance with regulatory requirements.Monitor and audit AI system behavior for safety.Domain 4: Operational Efficiency and Optimization for GenAI Applications (12%)Optimize cost and performance of GenAI workloads.Scale inference using appropriate AWS compute options.Monitor application metrics with CloudWatch and logs.Implement caching and latency reduction strategies.Tune model parameters for operati

What you'll learn

  • Integrate foundation models into applications
  • Manage data pipelines for generative AI
  • Implement AWS Bedrock services
  • Apply security controls for AI workloads
  • Optimize performance of generative AI applications

Course objectives

  • Prepare for the AWS Certified Generative AI Developer exam
  • Develop skills in compliance and governance for AI
  • Learn how to deploy and manage generative AI models in production

Skills you'll gain

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