azure-ai-ml-py

Azure Machine Learning SDK v2 for Python (azure-ai-ml) lets you manage ML resources on Azure programmatically. It covers workspaces, training jobs, model registration, compute clusters, datasets, pipelines, and environments through the MLClient interface. Instead of clicking through the Azure portal to launch jobs or register models, you get full programmatic control over the entire ML lifecycle from a single Python client.