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Drag-and-drop predictive modeling, a large pallet of modules, and a library of starting templates make common machine-learning tasks simple and quick.For more information, see the Azure Machine Learning service overview.For more information about Machine Learning Studio, see What is Machine Learning Studio? The Machine Learning API service enables you to deploy predictive models, like those that are built into Machine Learning Studio, as scalable, fault-tolerant, web services.The web services that the Machine Learning API service creates are REST APIs that provide an interface for communication between external applications and your predictive analytics models.

This means, for example, that a Perkins Loan on its own cannot be consolidated into a Direct Loan.You can indicate this when you apply, and the consolidation servicer will wait to process your application until the appropriate time.Here are some frequently asked questions (FAQs) and corresponding answers about Azure Machine Learning, a cloud service for developing predictive models and operationalizing solutions through web services.The Department says that borrowers with joint consolidation loans may repay under the IBR/PAYE plan as long as both spouses qualify with partial financial hardships.These circumstances are: Borrowers cannot consolidate private student loans with the federal consolidation loan programs.These FAQs provide questions about how to use the service, which includes the billing model, capabilities, limitations, and support. Azure Machine Learning has a forum on MSDN where members of the data science community can ask questions about Azure Machine Learning.The Azure Machine Learning team monitors the forum.Go to the Azure Machine Learning Forum to search for answers or to post a new question of your own. Azure Machine Learning is a fully managed service that you can use to create, test, operate, and manage predictive analytic solutions in the cloud.With only a browser, you can sign in, upload data, and immediately start machine-learning experiments.What are the main updates to Azure Machine Learning?For the latest updates, see What's new in Azure Machine Learning. You can download data to a Machine Learning Studio experiment in three ways: To learn more about supported file formats, see Import training data into Machine Learning Studio.

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