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40530G : Microsoft cloud workshops: Cognitive Services and Deep Learning

In this workshop, you will learn to combine both pre-built artificial intelligence (AI) (in the form of various Cognitive Services) with custom AI (in the form of services built and deployed with Azure Machine Learning services). You will learn to create intelligent solutions atop unstructured text data by designing and implementing a text analytics pipeline. You will also learn how to build a binary classifier using a simple neural network that can be used to classify the textual data. Also, you will learn how to deploy multiple kinds of predictive services using Azure Machine Learning and learn to integrate with the Computer Vision API and the Text Analytics API from Cognitive Services.

At the end of this workshop, you will be better able to present solutions leveraging Azure Machine Learning services and Cognitive Services.

This workshop is intended for Cloud Architects and IT professionals who have architectural expertise of infrastructure and solutions design in cloud technologies and want to learn more about Azure and Azure services as described in the ‘About this Course’ and ‘At Course Completion’ areas.  Those attending this workshop should also be experienced in other non-Microsoft cloud technologies, meet the course prerequisites, and want to cross-train on Azure.

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40511G : Microsoft Cloud Workshop: Continuous delivery in Azure DevOps

In this whiteboard design session, you will learn how to design a solution with a combination of Azure Resource Manager templates and Azure DevOps to enable continuous delivery with several Azure PaaS services.
At the end of this workshop, you will be better able to build templates to automate cloud infrastructure and reduce error-prone manual processes. In addition, you’ll create an Azure Resource Manager (ARM) template to provision Azure resources, configure continuous delivery with Azure DevOps, configure Application Insights into an application, and create an Azure DevOps project and Git repository.

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40550G : Microsoft Cloud Workshop Windows Server and SQL Server 2008-R2 end of support planning

This course will look at the process of migrating workloads to Azure. You will leave with
the information needed to develop a solid migration plan to keep mission-critical apps
and data protected as your customers transition and modernize their application, data,
and infrastructure environment.

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40502G : Microsoft cloud workshops Big Data & Visualization

Complete a web app using Machine Learning to predict travel delays given flight
delay data and weather conditions. Plan the bulk data import operation, followed by
preparation, such as cleaning and manipulating the data for testing, and training your
Machine Learning model.