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Fabric Data Science

Unify your data, analytics, and AI workflows, and empower your teams to deliver impact.
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OVERVIEW

Build, train, and deploy AI faster

  • Discover, transform, and profile data in notebooks connected to Microsoft OneLake.
  • Train ML models at scale and use MLflow to compare experiments and register models.
  • Get predictive insights from ML models using batch scoring and real-time model endpoints.
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FEATURES

See Fabric Data Science in action

Explore how Fabric unifies notebooks, ML tooling, AutoML, AI functions, and data agents with governed data in OneLake, accelerating every step from prep to training to deployment.
Prep and explore
Train models
Enrich data with built-in AI
Deploy and serve

Explore, clean, and shape data using notebooks and Data Wrangler

Use notebooks, Data Wrangler, and connectors to explore, clean, and join data quickly. Work directly in OneLake for consistent, governed storage across the entire data science workflow.
Learn more
Screenshot of a data wrangling tool displaying a dataset with columns for DateTime, Description, Amount, and Group.
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Industry recognition

Microsoft recognized as a Leader

Discover why Microsoft is named a Leader in the 2025 Gartner® Magic Quadrant™ for Data Science and Machine Learning Platforms.
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CUSTOMER STORIES

Explore why organizations choose Fabric

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  1. NTT Data Logo
  2. Members 1st Federal Credit Union Logo
  3. Apollo Hospitals Logo
A close-up of a logo with the text NTT Data Innovation Center on a blue background.
NTT Data Logo
“Microsoft Fabric helped us eclipse previous state-of-the-art solutions and achieve greater insights, faster decision making and scalable data-driven operations.”
Maureen Tan, Head of AI Center of Excellence, NTT DATA
50%
Faster time to insight
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Members 1st Federal Credit Union Logo
“With advanced data analytics, we saw a 30.4% lift over conventional campaigns… This success demonstrates the strength of our data-driven strategy in elevating marketing performance and personalizing member experiences.”
Anita McAllister, Vice President of Data and Analytics, Members 1st Federal Credit Union
89%
Reduction in how long ML models are run
20
Terabytes of data that refresh in <2 hours
A close-up of a hospital bed.
Apollo Hospitals Logo
“With Microsoft Fabric, we resolve issues faster and keep patients moving through care without delays. It has made coordination smoother across departments and given staff more time to focus on patients.”
Subhadra Gopikumar, Deputy General Manager of Operations, Apollo Hospitals
25%
Drop in manual work
60%
Increase in order conversions
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RESOURCES

Discover more on Data Science in Fabric

  1.
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Blog

What’s new for Fabric data science

Learn about new capabilities for data science workflows.
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Tutorial

Data science end-to-end scenario

Explore an end-to-end data science scenario—from ingesting and cleaning data to training models.
View tutorial
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Documentation

What is data science in Fabric?

Learn more about the data science and AI experience in Microsoft Fabric.
Learn more
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Video

Explore Copilot in Fabric

Turn data into insights with Copilot and data agents in Microsoft Fabric.
Watch now
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Blog

What are AI functions?

Turbocharge analytics workflow with AI functions.
Read blog
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Next steps

Start using Fabric for free

Try everything Fabric has to offer by signing up for a free trial—no credit card required.
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