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Enrich Power BI reports with machine learning in Microsoft Fabric | Microsoft Fabric Blog | Microsoft Fabric
Dispatch from blog.fabric.microsoft.com
Microsoft Fabric enhances Power BI reports by integrating machine learning, allowing organizations to predict trends like customer churn without actively moving data or rebuilding logic. With a unified platform, teams can leverage existing semantic models, seamlessly train models, and operationalize predictions in Power BI. The end-to-end pattern involves exploring semantic models, conducting feature engineering, and deploying a trained churn-prediction model for real-time scoring. This process ensures that predictive insights are aligned with business logic, consistently updated, and easily accessible in Power BI, facilitating proactive decision-making across organizations.
Direct Reports
- Microsoft Fabric integrates machine learning with Power BI for predictive analytics without data fragmentation.
- The process includes training a churn-prediction model and operationalizing predictions directly within Power BI.
- Real-time scoring and batch processing of predictions enhance decision-making by providing timely insights into customer behavior.