Architecture Best Practices for Machine Learning

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  • Pattern

    New

    Streamline ML workflows using SageMaker AI and Hydra

    Use a unified approach to configure and run machine learning algorithms from local testing to production on SageMaker AI.

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    Tags: Containers | Infrastructure | Machine Learning

    May 12, 2025
  • AWS Solution

    Updated

    QnABot on AWS

    Deploy a multi-channel, multi-language conversational interface (chatbot) that responds to your customer's questions, answers, and feedback, powered by large language models (LLMs).
    April 2025
  • Guide

    New

    Working around Terraform data source limitations

    Solutions and workarounds for using Terraform on AWS as an IaC tool to automate one-time DevOps tasks.

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    Tags: Business Productivity | DevOps | Infrastructure

    April 21, 2025
  • Strategy

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    Accelerate development lifecycles with generative AI

    Review a framework, foundational capabilities, use cases, best practices, and success metrics for accelerating software development lifecycles with generative AI.

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    Tags: Business Productivity | DevOps | Machine Learning

    April 18, 2025
  • Strategy

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    Transform ADM operating models with generative AI

    Review strategic guidance to transform your organization's application development and maintenance practices through generative AI integration.

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    Tags: Business Productivity | DevOps | Machine Learning

    April 18, 2025
  • AWS Solution

    Updated

    Content Localization on AWS

    Deploy a solution that automatically creates accurate multi-language subtitles for your video-on-demand (VOD) content to reach new audiences, globally.
    April 2025
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