Azure
Azure Machine Learning as Service : Empower developers and data scientists with a wide range of productive experiences for building, training and deploying machine learning models faster. Accelerate time to market and foster team collaboration with industry-leading MLOps—DevOps for machine learning. Innovate on a secure, trusted platform, designed for responsible ML. Productivity for all skill levels, with code-first and drag & drop designer and Automated Machine Learning. Robust Machine Language Operation Capabilities that integrate with existing DevOps Process and help manage Complete ML Life-Cycle. Responsible Machine Language Capabilities understand models with interpretability and fairness Protect data with differential privacy and confidential computing and control the ML Life cycle with audit trials and datasheets Best-in-Class support for open-source frameworks and languages such as ML flow,Kubeflow, ONYX,PyTorch,TensorFlow, Python and R.