Fabric Data Science
Unify your data, analytics, and AI workflows, and empower your teams to deliver impact.
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.
- Clean, transform, and explore data interactively with built-in profiling and no code required.
- Summarize, classify, translate, and extract insights with built-in AI functions, invokable directly in pandas or Spark.
- Apply AI-powered transformations where your data lives—no pipelines or context switching.
- Automatically select features and models, and tune hyperparameters at scale.
- Generate batch predictions and deploy real-time endpoints with minimal operational overhead.
- Make advanced ML usable for analysts and app developers, not just experts.
- Keep sensitive work compliant with role-based access, lineage, and approvals.
- Share datasets, features, and models across teams with version control.
- Bridge data science and business intelligence with Semantic Link.
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.
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.
CUSTOMER STORIES
Explore why organizations choose Fabric
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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