Tutorial: Lifecycle of a Scalable Machine Learning UI in Cortana Analytics
Bring your laptop to this session! Azure Machine Learning Studio simplifies machine learning experimentation. In this hands-on tutorial, we will go through the end-to-end process of building, evaluating, fine-tuning and deploying a scalable predictive modelling web service using Azure Machine Learning Studio. By the end of the tutorial, attendees will have a deployed predictive modeling UI of their own, similar to one of these: http://demos.datasciencedojo.com/. All attendees will go through the following hands-on exercises:
• Exploring, visualizing and cleaning a dataset
• Building and fine-tuning a predictive model
• Evaluating and comparing predictive models
• Deploying a predictive model as a full managed, scalable web service
• Exposing the deployed predictive model as a web UI.