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Курс от Amazon Web Services
courseraАнализ данных
Gen AI Dev- Implementing Cost Opt. & Resource Eff Strategies
Курс от Amazon Web ServicesО курсе
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
Навыки, которые вы освоите
Cloud DeploymentAmazon Web ServicesLarge Language ModelingPrompt EngineeringSystem MonitoringPerformance TuningServerless ComputingModel OptimizationNatural Language ProcessingArtificial IntelligenceMachine LearningGenerative AIArtificial Intelligence and Machine Learning (AI/ML)Retrieval-Augmented GenerationScalabilitySoftware DevelopmentCloud ComputingAmazon CloudWatchToken Optimization
Программа курса
6 модулей · 74 учебных материалов
01Introduction1 материалов
02Token efficiency systems for cost optimization15 материалов
Token estimation and tracking
IntroductionЧтениеToken efficiency fundamentalsЧтениеToken estimation strategiesЧтениеУчитесь у экспертов
AWS Instructor
Преподаватель курса