Azure Machine Learning

The product is a cloud-based machine learning platform that simplifies building, training, and deploying machine learning models and manages the full ML lifecycle from data preparation to model deployment and monitoring. It addresses the complexity and resource requirements of developing AI applications including classification, regression, vision, and natural language processing. It is for developers, data professionals, and IT teams in businesses and government organizations that build AI solutions. It is delivered as a managed cloud service and infrastructure API with pay-as-you-go pricing.

Key features

• Data preparation on Apache Spark clusters
• Feature store for reusable features
• Purpose-built AI infrastructure with GPUs
• Automated machine learning for classification and regression
• Responsible AI with interpretability and fairness metrics
• Model catalog for foundation models
• Prompt flow for language model workflows
• Managed endpoints for model deployment
• MLOps for model management
• Generative AI prompt engineering