This course was developed by members of AWS Technical Field Communities (TFC), an AWS community of technical experts. The content is intended to complement our standard training curriculum and augment your AWS learning journey. We are aware some courses have accessibility limitations and are working to address. If you require accommodation, please contact AWS Training and Certification Customer Support.
In this course, learners will discover how Amazon SageMaker AI optimized generative AI inference recommendations eliminate weeks of manual testing when deploying generative AI models to production. The course explains the three-stage process -- narrowing the configuration space, applying goal-aligned optimizations, and benchmarking on real GPU infrastructure using NVIDIA AIPerf. Learners will understand how to choose between cost, latency, and throughput optimization goals, and how to deploy validated, deployment-ready configurations with confidence.
