Touch your data with Real Time Intelligence
Description
Event driven data architectures are an easy way to drive quick insights and value. Enter real time intelligence within Fabric. This session will allow you to have a tangible experience by manipulating data within the room. Leveraging devices, you will learn how to build your own physical proof of concept that will help you get buy in from your organization to make this part of your environment!
Key Takeaways
- Understanding Real-Time
- High-Level Architecture
- Ingesting Data to Fabric
- Creating a Machine Learning
- Transformation of Data
- Integrate a Machine Learning
- Report on Predictions
My Notes
Action Items
- [ ]
Resources & Links
Slides
Touch your data
with Real-Time
Intelligence
Dominick Raimato
About Me
dominick@datawithdom.com
https://www.linkedin.com/in/dominick-raimato/
www.datawithdom.com
The Ultimate Power Query Cookbook for Power BI and Excel
(BPB)
Dominick Raimato
Professional Troublemaker
NO KITTY
THIS IS MY RASPBERRY PI!
Agenda
• Understanding Real-Time
Intelligence
• High-Level Architecture
• Ingesting Data to Fabric
• Creating a Machine Learning
Model
• Transformation of Data
• Integrate a Machine Learning
Model
• Report on Predictions
What is Real-Time Intelligence?
•End to End Streaming Tool
•Low Code Approach to Insight
•Event-Driven Architecture
•Part of the Fabric Ecosystem
Real-Time Events v. Batch Processing
Real Time Events
Batch Processing
•Just in time information
•Rapidly changing events
•Focus only on what is
happening right now
•Complete semantic model
•Not up to the minute
•Focus on deeper analysis and
insight from the data
Your data does not need to be a Ferrari to be event driven…
The Journey of Event Driven Data
Common Challenges
• Transmission Challenges
• Message Complexity
• Schema Mismatches
• Device Connectivity
• AI Execution Challenges
• ML Model Integration
• Lag of Prediction
• Disjointed Documentation
Resources to Learn More
Real-Time Lab Exercise
Weather Report Guide
bit.ly/RealTimeExercise
bit.ly/WeatherReportGuide
Resources to Learn More
KQL on Microsoft Learn
Learn Raspberry Pi
bit.ly/ Learn_KQL
bit.ly/ learn_raspi
NO KITTY
THIS IS MY RASPBERRY PI!
Sound off.
The mic is all yours.
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Fabric product group and researchers.
Influence our SQL roadmap and ensure
it meets your real-life needs
https://aka.ms/JoinFabricUserPanel
https://aka.ms/JoinSQLUserPanel
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