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Accelerate AWS Well-Architected reviews with Generative AI

AWS Machine Learning - AI

To achieve these goals, the AWS Well-Architected Framework provides comprehensive guidance for building and improving cloud architectures. The solution incorporates the following key features: Using a Retrieval Augmented Generation (RAG) architecture, the system generates a context-aware detailed assessment.

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Unleashing the multimodal power of Amazon Bedrock Data Automation to transform unstructured data into actionable insights

AWS Machine Learning - AI

Traditionally, documents from portals, email, or scans are stored in Amazon Simple Storage Service (Amazon S3) , requiring custom logic to split multi-document packages. This architecture enhances automated data processing, efficient retrieval, and seamless real-time access to insights.

Data 111
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Carto raises $61 million to help you visualize data on maps

TechCrunch

Carto provides connectors with databases (PostgreSQL, MySQL or Microsoft SQL Server), cloud storage services (Dropbox, Box or Google Drive) or data warehouses (Amazon Redshift, Google BigQuery or Snowflake). ” After that, you can go through your data using SQL queries and enrich your data.

Data 234
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Learn how Amazon Ads created a generative AI-powered image generation capability using Amazon SageMaker

AWS Machine Learning - AI

Amazon Ads helps advertisers and brands achieve their business goals by developing innovative solutions that reach millions of Amazon customers at every stage of their journey. In this blog post, we describe the architectural and operational details of how Amazon Ads implemented its generative AI-powered image creation solution on AWS.

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Data trends in 2025

Xebia

In many companies, data is spread across different storage locations and platforms, thus, ensuring effective connections and governance is crucial. And data.world ([link] a company that we are particularly interested in because of their knowledge graph architecture. Poor data quality automatically results in poor decisions.

Trends 130
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How companies around the world apply machine learning

O'Reilly Media - Data

This year’s sessions on Data Engineering and Architecture showcases streaming and real-time applications, along with the data platforms used at several leading companies. On the infrastructure side, we have sessions from members of some of the leading stream processing and storage communities. Media and Advertising sessions.

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The ethics of data flow

O'Reilly Media - Data

There’s a long history of language about moving data: we have had dataflow architectures, there's a great blog on visualization titled FlowingData , and Amazon Web Services has a service for moving data by the (literal) truckload. Storage is cheap." Data, even “big data,” doesn’t stay in the same place: it wants to move.

Data 226