If you are a Data Scientist, you might have experienced the struggle to properly manage all the different services (e.g. storage accounts, compute environments) that are needed to support your full machine learning (ML) development cycle. Similarly, it’s tough to manage your machine learning versions, your runs and a smooth, efficient ML model deployment. This is where Azure Machine Learning kicks in: an Azure service which allows you to manage your end-to-end Machine Learning process.