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⚡ AI Lessons
AWS Machine Learning
🏭 MLOps & LLMOps
⚡ AI Lesson
3mo ago
Manage AI costs with Amazon Bedrock Projects
With Amazon Bedrock Projects, you can attribute inference costs to specific workloads and analyze them in AWS Cost Explorer and AWS Data Exports. In this post,
AWS Machine Learning
🏭 MLOps & LLMOps
⚡ AI Lesson
3mo ago
Persist session state with filesystem configuration and execute shell commands
In this post, we go through how to use managed session storage to persist your agent's filesystem state and how to execute shell commands directly in your agent
AWS Machine Learning
🏭 MLOps & LLMOps
⚡ AI Lesson
4mo ago
Deploy SageMaker AI inference endpoints with set GPU capacity using training plans
In this post, we walk through how to search for available p-family GPU capacity, create a training plan reservation for inference, and deploy a SageMaker AI inf
AWS Machine Learning
🏭 MLOps & LLMOps
⚡ AI Lesson
4mo ago
Enhanced metrics for Amazon SageMaker AI endpoints: deeper visibility for better performance
SageMaker AI endpoints now support enhanced metrics with configurable publishing frequency. This launch provides the granular visibility needed to monitor, trou
AWS Machine Learning
🏭 MLOps & LLMOps
⚡ AI Lesson
4mo ago
Enforce data residency with Amazon Quick extensions for Microsoft Teams
In this post, we will show you how to enforce data residency when deploying Amazon Quick Microsoft Teams extensions across multiple AWS Regions. You will learn
AWS Machine Learning
🏭 MLOps & LLMOps
⚡ AI Lesson
4mo ago
Build an offline feature store using Amazon SageMaker Unified Studio and SageMaker Catalog
This blog post provides step-by-step guidance on implementing an offline feature store using SageMaker Catalog within a SageMaker Unified Studio domain. By adop
AWS Machine Learning
🏭 MLOps & LLMOps
⚡ AI Lesson
4mo ago
Improve operational visibility for inference workloads on Amazon Bedrock with new CloudWatch metrics for TTFT and Estimated Quota Consumption
Today, we’re announcing two new Amazon CloudWatch metrics for Amazon Bedrock, TimeToFirstToken and EstimatedTPMQuotaUsage. In this post, we cover how these work
DeepCamp AI