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Exam Ref 70-774 Perform Cloud Data Science with Azure Machine Learning, First Edition by Tamanaco Francisquez, Paco Gonzalez, Javier Torrenteras, Pau Sempere, Guillermo Fernandez, Julio Granados, Ginger Grant

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Chapter 3. Operationalize and manage Azure Machine Learning Services

Now that you have already built an optimal machine learning model following best practices to solve your business scenario, the next step is to consume the model and use its predictions to create a business solution. Publishing models, managing them and consuming their predictions in enterprise environments, has been historically difficult. Azure Machine Learning intends to ease this process leveraging well-known cloud mechanisms, such as the Azure Portal, or secure web services, to facilitate the pipelining of machine learning solutions in your organization.

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