Big Data

Avail the power of Microsoft Fabric from within Azure Machine Learning

Unveiling the Public Preview of Azure Machine Learning OneLake datastore. Microsoft Fabric, now generally available, is the all-in-one analytics solution for enterprises, offering a comprehensive suite of services, including data lake, data engineering, and data integration, all in one place. OneLake is where customers can grow their data gravity by unifying their data across clouds, …

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Microsoft Azure AI, data, and application innovations help turn your AI ambitions into reality

Welcome to Microsoft Ignite 2023! The past year has been one of true transformation. Companies are seeing real benefits today and are eager to explore what’s next—including how they can do more with their data investments, build intelligent applications, and uncover what AI can do for their business. We recently commissioned a study through IDC …

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The new AI imperative: Unlock repeatable value for your organization with LLMOps  

Time and again, we have seen how AI helps companies accelerate what’s possible by streamlining operations, personalizing customer interactions, and bringing new products and experiences to market. The shifts in the last year around generative AI and foundation models are accelerating the adoption of AI within organizations as companies see what technologies like Azure OpenAI …

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Octo Tempest crosses boundaries to facilitate extortion, encryption, and destruction

Microsoft has been tracking activity related to the financially motivated threat actor Octo Tempest, whose evolving campaigns represent a growing concern for organizations across multiple industries. Octo Tempest leverages broad social engineering campaigns to compromise organizations across the globe with the goal of financial extortion. With their extensive range of tactics, techniques, and procedures (TTPs), …

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Access Control in Generative AI applications with Azure Cognitive Search

We’ve seen huge interest from organizations that want to use Azure OpenAI service to access Large Language Models (LLMs) in combination with their own data. Allowing these applications to access your organization’s knowledge base allows inclusion of data relevant to the conversation, creating a richer and more useful experience. However, this introduces new problems if the …

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Introducing GPT 3.5 Turbo, Babbage-002 and Davinci-002 Fine-tuning in AzureML Model Catalog

Following our recent update on the Azure OpenAI Service with new fine-tunable models, we’re thrilled to announce that fine-tuning is now available for GPT-3.5-Turbo, Babbage-002, and Davinci-002 in Azure Machine Learning model catalog.  Fine-tuning OpenAI models provides significant value by enabling customization and optimization for specific tasks and applications. It leads to improved performance, cost efficiency, reduced …

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How to build GenAI powered Smart Knowledge Search platform for enterprises

Generative AI and large language models (LLMs) are at the heart of innovation and top of mind for all enterprises. Enterprises are looking to leverage OpenAI models capabilities of content generation, summarization, code generation and semantic search to deliver next generation of user experiences and increase productivity of employees. “Chat with my data” and “Talk …

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Quick-Start Guide to Azure Private Endpoints with AKS & Storage

Introduction Azure Private Endpoints (PE) offer a robust and secure method for establishing connections via a private link. This blog focuses on utilizing PEs to link a Private Azure Kubernetes Service (AKS) cluster with a Storage account, aiming to assist in quick Proof-of-Concept setups. Although we spotlight the Storage service, the insights can be seamlessly …

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