Microsoft Fabric for Data Science Python Data Science Day (Дата оригинальной публикации: )

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 Resources: Docs: Repo: Survey Python at Microsoft Cloud Skills Challenge - through April 15, 2024 GitHub codespaces VS Code Release notes Featuring: Jasmine Greenaway, Senior Cloud Advocate, Microsoft (@paladique) Ismaël Mejía, Senior Cloud Advocate, Microsoft (@iemejia)