Episode
Get started with Microsoft Fabric Ep08: Get started with data science in Microsoft Fabric
with Nellie Gustafsson, Ismael Mejía Useche, Paul DeCarlo
In Microsoft Fabric, data scientists can manage data, notebooks, experiments, and models while easily accessing data from across the organization and collaborating with their fellow data professionals.
Learning objectives
- Understand the data science process
- Train models with notebooks in Microsoft Fabric
- Track model training metrics with MLflow and experiments
Chapters
- 00:00 - Introduction
- 03:02 - Learning objectives
- 04:55 - Understand data science
- 07:33 - Data science in MS Fabric
- 12:03 - The data science process
- 20:01 - Notebook overview
- 21:54 - Code generation with Data Wrangler
- 23:15 - What are ML Models and Experiments?
- 27:01 - Demo - Data Science walkthrough
- 01:27:31 - Knowledge check
- 01:29:42 - Resources and summary
Recommended resources
Related episodes
- Full series: Learn Live: Get started with Microsoft Fabric
Connect
- Nellie Gustafsson | LinkedIn: /in/nelliegustafsson
- Ismael Mejía Useche | Twitter: @ | LinkedIn: /in/iemejia | GitHub:
- Paul DeCarlo | Twitter: @pjdecarlo | LinkedIn: /in/pjdecarlo
In Microsoft Fabric, data scientists can manage data, notebooks, experiments, and models while easily accessing data from across the organization and collaborating with their fellow data professionals.
Learning objectives
- Understand the data science process
- Train models with notebooks in Microsoft Fabric
- Track model training metrics with MLflow and experiments
Chapters
- 00:00 - Introduction
- 03:02 - Learning objectives
- 04:55 - Understand data science
- 07:33 - Data science in MS Fabric
- 12:03 - The data science process
- 20:01 - Notebook overview
- 21:54 - Code generation with Data Wrangler
- 23:15 - What are ML Models and Experiments?
- 27:01 - Demo - Data Science walkthrough
- 01:27:31 - Knowledge check
- 01:29:42 - Resources and summary
Recommended resources
Related episodes
- Full series: Learn Live: Get started with Microsoft Fabric
Connect
- Nellie Gustafsson | LinkedIn: /in/nelliegustafsson
- Ismael Mejía Useche | Twitter: @ | LinkedIn: /in/iemejia | GitHub:
- Paul DeCarlo | Twitter: @pjdecarlo | LinkedIn: /in/pjdecarlo
Video URL
HTML iframe
Beginner
Data Analyst
Data Engineer
Data Scientist
Microsoft Fabric
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