Skanska USA accelerates Jobsite Monitoring Innovation with Microsoft Visual Studio and Azure.Skanska USA, a large construction and development company whose portfolio includes both infrastructure and building projects, needed an effective way to monitor and report environmental conditions at various jobsites. By using Microsoft Visual Studio and Azure to rapidly implement a new monitoring solution, the company provides its business with improved risk and compliance management, operational efficiencies and transparency, and a competitive edge.
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.
With the upcoming release of Windows 10, there will be new and updated ways to deploy Windows. In this session, we review new recommendations for upgrading existing devices using a simple in-place upgrade process, provisioning tools for transforming new devices into ones ready for enterprise use, as well as updates to traditional deployment tools and techniques (ADK and beyond). We also talk about application compatibility, hardware requirements, and other common deployment questions.