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Amazon Web Services

Gen AI Dev- Optimize Application Performance

Amazon Web Services via Coursera

Overview

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This module focuses on optimizing the performance of generative AI applications through systematic approaches to pre-computation, retrieval systems, model configuration, and API profiling. You will learn practical techniques to enhance response times, improve user experience, and maximize resource efficiency in production environments.

Syllabus

  • Introduction
  • Performance optimization techniques
  • Retrieval performance
  • Agent performance optimization
  • Foundation model performance optimization
  • Conclusion

Taught by

AWS Instructor

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