Episode

Microsoft Fabric for Data Science | Python Data Science Day

with Jasmine Greenaway, Ismaël Mejía

Python Data Science Day

Discover how Microsoft Fabric enables you to explore, experiment, and enrich data. You will learn how to use Fabric notebooks in python to interact with data, use tools like Data Wrangler, Synapse ML, and Semantic Link to clean, transform, and featurize data and use MLflow to track and compare different machine learning models and experiments.

Chapters

  • 00:00 - Microsoft Fabric for Data Science
  • 00:40 - What is Microsoft Fabric - The unified data platform for the era of AI
  • 01:43 - What's included with Fabric - Data analytics for the era of AI
  • 02:22 - The Data Science process
  • 02:46 - OneLake for all Data
  • 03:05 - Delta-Parquet - Real separation of compute and storage
  • 03:30 - Shortcuts - Unifying data in OneLake
  • 04:00 - Notebooks - Explore and Visualize Data
  • 04:35 - Managed Spark Runtime
  • 04:54 - Data Wrangler
  • 05:22 - Demo - Copilot in Microsoft Fabric
  • 08:53 - SynapseML and Microsoft AI services
  • 09:46 - Demo - Models and Experiments with MLflow
  • 10:56 - Semantic Link: Data Science and BI
  • 11:57 - Learn more

Connect

Developer
Python