Saturday, August 30, 2014

ML: Azure Machine Learning (!)

Cloud Cover 151: Azure Machine Learning with Parmita Mehta | Microsoft Azure Cloud Cover Show | Channel 9:
"... an overview of the new Azure Cloud Machine Learning Service...
(demo) uses Cloud ML to predict family income level based off of census data. This is tested using modules pre-built by MS Research, Xbox, and Bing! After building and testing out an experiment, Parmita shows how easy it is to push the experiment to production as a web service which can be used to run individual tests or batches."
practicing "Data Science" @ Azure

Overview of Azure ML | Windows Azure | Channel 9
This provides an overview of the Azure Machine Learning Service. A browser based workbench for the data science workflow, which includes authoring, evaluating and publishing predictive models.
Predictive Modelling with Azure ML studio | Windows Azure | Channel 9
Azure Machine Learning features a pallets of modules to build a predictive model, including state of the art ML algorithms such as Scalable boosted decision trees, Bayesian Recommendation systems, Deep Neural Networks and Decision Jungles developed at Microsoft Research.

This video walks through steps to building, scoring and evaluating a predictive model in Azure Machine Learning.

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