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Implement a secure MLOps platform based on Terraform and GitHub

Implement a secure MLOps platform based on Terraform and GitHub

Machine learning operations (MLOps) is the combination of people, processes, and technology to productionize ML use cases efficiently. To achieve this, enterprise customers must develop MLOps platforms to support reproducibility, robustness, and end-to-end observability of the ML use case’s lifecycle. Those platforms are based on a multi-account setup by adopting strict security constraints, development best …

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Automate Amazon QuickSight data stories creation with agentic AI using Amazon Nova Act

Automate Amazon QuickSight data stories creation with agentic AI using Amazon Nova Act

Amazon QuickSight data stories support global customers by transforming complex data into interactive narratives for faster decisions. However, manual creation of multiple daily data stories consumes significant time and resources, delaying critical decisions and preventing teams from focusing on valuable analysis. Each organization has multiple business units, and each business unit creates and operates multiple …

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Implement automated monitoring for Amazon Bedrock batch inference

Implement automated monitoring for Amazon Bedrock batch inference

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies through a single API, along with capabilities to build generative AI applications with security, privacy, and responsible AI. Batch inference in Amazon Bedrock is for larger workloads where immediate responses aren’t critical. With a batch …

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Responsible AI: How PowerSchool safeguards millions of students with AI-powered content filtering using Amazon SageMaker AI

Responsible AI: How PowerSchool safeguards millions of students with AI-powered content filtering using Amazon SageMaker AI

This post is cowritten with Gayathri Rengarajan and Harshit Kumar Nyati from PowerSchool. PowerSchool is a leading provider of cloud-based software for K-12 education, serving over 60 million students in more than 90 countries and over 18,000 customers, including more than 90 of the top 100 districts by student enrollment in the United States. When …

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