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Simplifying Azure Data, Analytics & AI

Category: Azure AI

  • Why Structured Documentation is more important in the AI World

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    by

    Nadeem Akhtar
    in ,

    Context AI is not intelligent. LLMs don’t “know” your organization. They only work as well as the data you feed them. In the AI world, your documentation quality defines your AI quality. Enterprises rush to build Copilots with the knowledge scattered across PDFs, SharePoint folders, Confluence pages, Unstructured tickets and Email threads. RAG and Search…

  • Azure AI Foundry Project vs Azure AI Hub Project

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    by

    Nadeem Akhtar
    in ,

    Microsoft Azure AI offerings landscape has been changing at a rapid pace. This change also leads to changes in the nomenclature which creates confusion among the developer community. One of the questions I have come across is the difference between Azure AI Foundry Project and Azure AI Foundry Hub Project. This article is an effort…

  • Azure AI Foundry Overview

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    by

    Nadeem Akhtar
    in ,

    Evolution from Services to Foundry The underlying technology for AI is Machine Learning. Microsoft started with Azure AI services (formerly called Azure Cognitive Services). These were the collection of individual pre-built AI APIs (e.g., Speech, Vision, Language, Content Safety) that developers could easily integrate into their applications for specific tasks. They were ideal for adding…