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Amazon Web Services

Gen AI Dev- Implementing Cost Opt. & Resource Eff Strategies

Amazon Web Services via Coursera

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Overview

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Welcome to the fourth part of this learning plan centered around operational excellence for generative AI applications.In this part, you'll learn how to implement cost optimization and resource efficiency strategies, optimize application performance through pre-computation and retrieval systems, and implement comprehensive monitoring systems specifically designed for generative AI workloads. You'll master techniques for throughput optimization, parameter tuning, API profiling, and automated anom

Syllabus

  • Introduction
  • Token efficiency systems for cost optimization
  • Selecting cost-effective models
  • Maximizing resource utilization and throughput
  • Caching strategies for cost optimization and performance enhancement
  • Conclusion

Taught by

AWS Instructor

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