Explore a technical conference session from AWS re:Invent 2024 that delves into the development of Amazon Nova Foundation Models using SageMaker HyperPod infrastructure. Discover how data scientists and ML engineers leverage purpose-built infrastructure and tools to accelerate foundation model development through high-performance computing, resilient distributed training capabilities, and comprehensive observability features. Learn about the specific tools and methodologies employed in building Amazon's generative AI innovations, including cost-effective inference options and recommendations. Gain insights into how HyperPod's specialized infrastructure supports large-scale machine learning operations and enables efficient model development workflows at Amazon.