SQLBits 2024
Scale your business in real-time using ML in Microsoft Fabric Real-time Analytics
Technical deep-dive session on using Machine Learning on real-time data to scale your business operations
When flights are delayed or cancelled, airport and airline operations face a huge challenge: how to serve the thousands of affected passengers quickly and efficiently. You may have experienced the frustration of long queues, insufficient staff, lack of refreshments, or missing baggage. But what if there is a better way to handle this situation with the power of machine learning?
In this session, you will learn how Microsoft Fabric Real-time Analytics uses machine learning to solve the autoscaling problem for customer service. You will see how an ML model can:
• Predict the number of additional staff needed based on real-time data
• Prioritize and queue passengers based on their PNR information
• Optimize the allocation of resources and services
This session is for anyone who is interested in how machine learning can improve customer satisfaction and operational efficiency. You will get to see Senior Software Engineer showing code, queries, and ML models behind the scenes, as well as a live demonstration of the autoscaling in action.
Join us for this exciting technical session to discover how Microsoft Fabric Real-time Analytics can help you scale up your customer service with machine learning in real-time.
In this session, you will learn how Microsoft Fabric Real-time Analytics uses machine learning to solve the autoscaling problem for customer service. You will see how an ML model can:
• Predict the number of additional staff needed based on real-time data
• Prioritize and queue passengers based on their PNR information
• Optimize the allocation of resources and services
This session is for anyone who is interested in how machine learning can improve customer satisfaction and operational efficiency. You will get to see Senior Software Engineer showing code, queries, and ML models behind the scenes, as well as a live demonstration of the autoscaling in action.
Join us for this exciting technical session to discover how Microsoft Fabric Real-time Analytics can help you scale up your customer service with machine learning in real-time.
Speakers
Devang Shah's other proposed sessions for 2026
Fabric IQ: What, why and how? - 2026
What we learned from 100+ deployments of Real-Time Intelligence - 2026
Devang Shah's previous sessions
Contextualizing timeseries data with graphs
Discover the power of graphs in Kusto, the scalable database engine for Azure Data Explorer, and how to create and query them with a simple and intuitive syntax
Scale your business in real-time using ML in Microsoft Fabric Real-time Analytics
Technical deep-dive session on using Machine Learning on real-time data to scale your business operations
Fabric Power Hour
The famous Power BI Power Hour returns, but this time it has expanded to cover the whole of Fabric!