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The Weather Company enhances MLOps with Amazon SageMaker, AWS CloudFormation, and Amazon CloudWatch

Favorite This blog post is co-written with Qaish Kanchwala  from The Weather Company. As industries begin adopting processes dependent on machine learning (ML) technologies, it is critical to establish machine learning operations (MLOps) that scale to support growth and utilization of this technology. MLOps practitioners have many options to establish

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Shared by AWS Machine Learning July 8, 2024

Introducing guardrails in Knowledge Bases for Amazon Bedrock

Favorite Knowledge Bases for Amazon Bedrock is a fully managed capability that helps you securely connect foundation models (FMs) in Amazon Bedrock to your company data using Retrieval Augmented Generation (RAG). This feature streamlines the entire RAG workflow, from ingestion to retrieval and prompt augmentation, eliminating the need for custom

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Shared by AWS Machine Learning July 3, 2024

Medical content creation in the age of generative AI

Favorite Generative AI and transformer-based large language models (LLMs) have been in the top headlines recently. These models demonstrate impressive performance in question answering, text summarization, code, and text generation. Today, LLMs are being used in real settings by companies, including the heavily-regulated healthcare and life sciences industry (HCLS). The

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Shared by AWS Machine Learning July 3, 2024

Highlights from AI_dev Paris

Favorite On June 19-20, the Linux Foundation hosted AI_dev: Open Source GenAI & ML Summit Europe 2024. This event brought together developers exploring the complex world of Open Source generative AI and Machine Learning. Central to this event is the conviction that Open Source drives innovation in AI. Please find

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Shared by voicesofopensource July 3, 2024