Fabric Data Science documentation

Learn about Fabric Data Science and the AI experience in Fabric.

About Data Science

Overview

• What is Data Science?

Tutorial

• Data Science end-to-end tutorial

Copilot

Overview

• Overview
• Chat-magics in Notebooks

How-To Guide

• Use the Copilot chat panel

Fabric data agent (preview)

Overview

• What is a Fabric data agent (preview)?

Get started

• Fabric data agent over Adventure Works
• Get started with Fabric data agents
• Configure a data agent

How-To Guide

• Fabric data agent tenant settings
• Consume a Fabric data agent in Copilot Studio

Get started

Get started

• Introduction to Data Science tutorials
• Data Science roles and permissions
• Machine learning models
• AI Functions
• What is semantic link?

Tutorials

Tutorial

• How to use end-to-end AI samples
• Train and evaluate a time series forecasting model
• Create, evaluate, and score a churn prediction model

Model scoring

How-To Guide

• Model scoring with PREDICT
• Serve real-time predictions

Prepare data

How-To Guide

• How to accelerate data prep with Data Wrangler
• How to read and write data with Pandas

Train models

Overview

• Training Overview

How-To Guide

• Train with Spark MLlib
• Train models with Scikit-learn
• Train models with PyTorch

Track models and experiments

How-To Guide

• Machine learning experiments
• Fabric autologging

AI with SynapseML

Get started

• Your First SynapseML Model
• Install another version of SynapseML

How-To Guide

• Use OpenAI for big data with SynapseML
• Use Foundry Tools with SynapseML

Reference docs

Reference

• SemPy Python SDK