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On this session we will get to know Azure Machine Learning, what is its purpose and how does it fit on the Azure ecosystem. Also we will go hands on a high level introduction of its features to follow by jumping into all of the different ways of creating a Machine Learning Model in the different ways that this data science platform provides. At the end of the session you will know and understand Azure Machine Learning, its purpose, functionalities and will be able to use it. In this session we will show how to measure and monitor performance in an App Service, but not just performance but the maximum throughput. And then, improve it!