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YouTube

Accelerate Production for Generative AI Using Amazon SageMaker MLOps and FMOps

AWS Events via YouTube

Overview

Watch a comprehensive AWS re:Invent 2024 conference session exploring how to accelerate production-ready generative AI solutions using Amazon SageMaker's MLOps and FMOps capabilities. Discover purpose-built tools designed to create reliable production pathways for both machine learning and generative AI workflows. Learn to leverage SageMaker MLOps for automating and standardizing processes across the entire AI lifecycle, from training and testing to deployment and governance at scale. Dive into cutting-edge features including SageMaker Experiments with MLflow, SageMaker Pipelines, and SageMaker Model Registry that enhance both traditional machine learning (MLOps) and generative AI (FMOps) workflows. Master the techniques for rapidly and securely transitioning generative AI concepts into production while maintaining optimal model performance and productivity.

Syllabus

AWS re:Invent 2024 - Accelerate production for gen AI using Amazon SageMaker MLOps & FMOps (AIM354)

Taught by

AWS Events

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