Knowledge base

AI, alongside LLM models are essential for everything from chatbots to document analysis tools. The question is: Who truly owns the AI models you use and what happens to your data when you interact with them

The rapid growth of large language models (LLMs) and generative AI have expanded the landscape of machine learning tools. While Microsoft’s Azure ML Studio is a leading choice for enterprises, Hugging Face is emerging as a strong alternative. It offers greater flexibility, community-driven innovation and cost efficiency—making it ideal for teams focused on innovation and agility.

Comparaison des méthodes de calcul en mémoire et d'interrogation directe dans Qlik avec Databricks. L'informatique en mémoire charge les données dans le moteur de Qlik pour une analyse rapide et flexible, idéale pour les tâches complexes. L'interrogation directe accède aux données directement à partir de la source, ce qui permet d'obtenir des informations en temps réel et d'être plus efficace pour les grands ensembles de données sans avoir à charger toutes les données dans Qlik. Chaque méthode présente des avantages uniques en fonction de la taille des données, des besoins de performance et des exigences en temps réel.

Using Hugging Face Spaces with inference providers’ API solves file upload issues and provides a flexible AI development foundation. By combining Streamlit’s UI, Hugging Face’s infrastructure, and cutting-edge APIs, businesses can build AI applications faster and more efficiently. Innovations like DeepSeek are reshaping the Generative AI landscape.

Microsoft Fabric continues to evolve, bringing new features that enhance data exploration, modeling, collaboration, and development. Here’s a breakdown of the latest Microsoft Fabric updates and why they matter for your business.

Microsoft Fabric offers a robust security framework that meets the stringent requirements of modern data platforms. By following the best practices and recommendations provided by element61, organizations can ensure that their data remains secure, compliant, and well-governed, enabling them to leverage the full potential of their data assets while maintaining the highest levels of security.

Microsoft selected element61 to host the "Best of Microsoft Fabric & FabCon" at the Microsoft Belgium Headquarters. The event aimed to showcase the latest advancements and insights into Microsoft Fabric.