A talk I gave at Microsoft Ignite | The Tour Amsterdam. The slides are just part of the story, get the whole resource set at https://vladiliescu.net/service-versus-studio
Official description: during this session Vlad will compare the two main options of doing machine learning in the Azure cloud - Azure Machine Learning service and Azure Machine Learning Studio. He will evaluate them from multiple viewpoints, such as ease of use, level of knowledge needed for getting started, the options available for ingesting, analysing, and preparing data, the differences in training and evaluating predictive models, and the particularities of exposing the models as web services, and allowing them to be consumed securely from external applications. At the end of this talk, you will be able to make an informed decision on which of the two options best suits your use case.