What is Azure Machine Learning? Machine Learning by ComputeNow - September 13, 2018September 13, 20180 Azure Machine Learning is an integrated, end-to-end data science and advanced analytics solution. It enables data scientists to prepare data, develop experiments, and deploy models at cloud scale. The main components of Azure Machine Learning are: Azure Machine Learning Workbench Azure Machine Learning Experimentation Service Azure Machine Learning Model Management Service