Dr. Estera Kot

Data Science in Microsoft Fabric – Model scoring with PREDICT

Episode 28 of Fabric Espresso, with Dr. Estera Kot.

Video thumbnail for Data Science in Microsoft Fabric – Model scoring with PREDICT. Opens the video on YouTube.

Length 25:32. Published Sep 26, 2023 on the Azure Synapse Analytics YouTube channel. Topic: Data Science and Machine Learning.

Watch on YouTube

About this episode

Text from the YouTube description.

🌟📊 Exploring Data Science in Microsoft Fabric 📊🌟

We're back with Eren to explore the cutting-edge capabilities of Microsoft Fabric in the realm of Data Science. Microsoft Fabric allows users to operationalize machine learning models with a scalable function called PREDICT, which supports batch scoring in any compute engine. Users can generate batch predictions directly from a Microsoft Fabric notebook or from a given model's item page.

Meet the Speakers 🚀 🚀 🚀:

Estera Kot: Senior Product Manager at Microsoft
LinkedIn: https://www.linkedin.com/in/esterakot/
Twitter: https://twitter.com/estera_kot

Eren Orbey, Product Manager, Microsoft Fabric

LinkedIn https://www.linkedin.com/in/orbey

Twitter: https://twitter.com/erenorbey

Chapters

  1. 0:00 Introduction
  2. 0:08 ML Concepts
  3. 1:35 Overview of predict function
  4. 2:29 Model workspace setup
  5. 6:12 Batch prediction code flow
  6. 9:14 Prediction APIs
  7. 12:19 Persisting results
  8. 13:58 UI-based model application
  9. 20:01 Data visualization
  10. 22:21 Future capabilities

All Fabric Espresso episodes