Advanced Generative AI Development on AWS
Official partner
AWS
Course Description
The Advanced Generative AI Development on AWS is designed for developers seeking to master the implementation of production-ready generative AI solutions on AWS. The course addresses the needs of organizations embarking on their generative AI journey and how to build comprehensive generative AI strategies that align with broader business objectives. This advanced 3-day instructor-led training builds expertise across the entire generative AI stack - from foundation models to enterprise integration patterns. In addition, you will learn about advanced data processing techniques, vector database implementation and retrieval augmentation, sophisticated prompt engineering and governance, agentic AI systems and tool integration, AI safety and security measures, performance optimization and cost management strategies, comprehensive monitoring and observability solutions, testing and validation frameworks. The course structure follows AWS's proven model for generative AI adoption, progressing from experimentation to production-ready implementations.
Course Summary
Module 1: Foundation Model Selection and Configuration
Module 2: Advanced Data Processing for Foundation Models
Module 3: Vector Databases and Retrieval Augmentation
Module 4: Prompt Engineering and Governance
Module 5: Implementing Agentic AI Frameworks with Amazon Bedrock AgentCore
Module 7: Performance Optimization and Cost Management
Module 8: Monitoring and Observability for Generative AI
Module 9: Testing, Validation, and Continuous Improvement
Module 10: Enterprise Integration Patterns
Module 11: Course wrap-up
Prerequisites for this course
We recommend that attendees of this course have:
• AWS Technical Essentials
• Generative AI Essentials on AWS
• 2 or more years of experience building production grade applications on AWS or with opensource technologies, general AI/ML or data engineering experience
• 1 year of hands-on experience implementing generative AI solutions
Audience for this course
This course is intended for those with:
• Software developers
• Technical Professionals
