Azure ML

Azure ML is a cloud-based service provided by Microsoft for building, training, and deploying machine learning models. It provides a suite of tools including automated machine learning and model management services, bolstering the productivity of data scientists and making complex machine learning tasks more achievable. Azure ML is designed to work with popular data science and machine learning frameworks such as PyTorch, TensorFlow, and scikit-learn. It bestows the capabilities of handling large volumes of data, providing scalability, and offering real-time insights. Furthermore, it supports open-source technologies, making it flexible for a wide array of applications. Azure ML stresses on high-level security and compliance, complying with major global and industry-specific standards. It's a comprehensive tool aimed at accelerating the entire machine learning lifecycle.