Azure AI Machine Learning Reference

This section provides comprehensive technical documentation, API references, code samples, and guides for Azure AI Machine Learning.

SDK and API Reference

Explore the capabilities of Azure AI Machine Learning through its official SDKs and REST APIs.

Python SDK (azure-ai-ml)

REST API

Azure AI Machine Learning REST API Reference

CLI (azure-cli-ml)

Azure CLI ML Extension Reference

Core Concepts Reference

Detailed explanations of key components and features within Azure AI Machine Learning.

Tutorials and How-to Guides

Step-by-step guides for common tasks and advanced scenarios.

Code Examples

Illustrative code snippets demonstrating various features.


from azure.ai.ml import MLClient
from azure.identity import DefaultAzureCredential

# Authenticate and create ML client
ml_client = MLClient(
    credential=DefaultAzureCredential(),
    subscription_id="YOUR_SUBSCRIPTION_ID",
    resource_group_name="YOUR_RESOURCE_GROUP",
    workspace_name="YOUR_WORKSPACE_NAME"
)

# Example: List jobs
print("Listing jobs:")
for job in ml_client.jobs.list():
    print(f"- {job.name} ({job.status})")

View more code samples