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Microsoft Fabric Updates Blog

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Privacy by Design: PII Detection and Anonymization with PySpark on Microsoft Fabric

  • Headshot of article author juni 12, 2025 door RK Iyer 3.292 Weergaven

Introduction Whether you’re building analytics pipelines or conversational AI systems, the risk of exposing sensitive data is real. AI models trained on unfiltered datasets can inadvertently memorize and regurgitate PII, leading to compliance violations and reputational damage. This blog explores how to build scalable, secure, and compliant data workflows using PySpark, Microsoft Presidio, and Faker—covering … Continue reading “Privacy by Design: PII Detection and Anonymization with PySpark on Microsoft Fabric”

Introducing upgrades to AI functions for better performance—and lower costs

Earlier this year, we released AI functions in public preview, allowing Fabric customers to apply LLM-powered transformations to OneLake data simply and seamlessly, in a single line of code. Since then, we’ve continued iterating on AI functions in response to your feedback. Let’s explore the latest updates, which make AI functions more powerful, more cost-effective, … Continue reading “Introducing upgrades to AI functions for better performance—and lower costs”

That’s a wrap for Build 2025!

Microsoft Build 2025 delivered a powerful vision for the future of data and AI, with Microsoft Fabric and Power BI at the heart of the story. From AI-powered productivity with Copilot to deep integration with Cosmos DB, this year’s announcements reinforced Microsoft’s commitment to unifying the data experience across roles, tools, and industries. Fabric: The … Continue reading “That’s a wrap for Build 2025!”

AI-powered development with Copilot for Data pipeline – Boost your productivity in understanding and updating pipeline

Understanding complex data pipelines created by others can often be a challenging task, especially when users must review each activity individually to understand its configurations, settings, and functions. Additionally, manul updates to general settings, such as timeout and retry parameters, across multiple activities can be time-consuming and tedious. Copilot for Data pipeline introduces advanced capabilities … Continue reading “AI-powered development with Copilot for Data pipeline – Boost your productivity in understanding and updating pipeline”