Azure Machine Learning

Azure Machine Learning (Azure ML) is a comprehensive, cloud-based platform by Microsoft Azure designed to accelerate the end-to-end machine learning lifecycle for enterprises. It provides tools and services for every stage of ML development, from data preparation, model training, deployment, monitoring, to governance.

Azure ML supports various user personas: data scientists who prefer coding and business analysts using automated ML (AutoML). Key features include automated ML for model selection and hyperparameter tuning, MLOps capabilities for pipeline orchestration and continuous integration/delivery (CI/CD), and model monitoring to detect drift and ensure production performance.

It also offers experiment tracking, version control, and responsible AI features ensuring fairness and interpretability. Azure ML enables enterprises to build, manage, and scale machine learning solutions efficiently, fostering collaboration between data science and DevOps teams to operationalize AI models for business impact.