Cortana Analytics Workshop: Real-World Data Collection for Cortana Analytics
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The document discusses various aspects of stormwater management in urban areas, highlighting how engineered collection systems can lead to the discharge of pollutants like trash and heavy metals into waterways. It emphasizes the importance of using vegetation, soils, and natural processes, along with techniques like infiltration planters and permeable pavers, to create healthier urban environments. Additionally, it includes references to resources and experiments related to predictive analytics using Azure Machine Learning.
Cortana Analytics Workshop: Real-World Data Collection for Cortana Analytics
- 5. Photo Wendelland Carolyn/E+/Getty Images
- 6. Photo Hero Images/DigitalVision/Getty ImagesPhoto stevecoleimages/E+/Getty Images
- 15. 1Predictive Analytics with Azure Machine Learning, Roger Barga , Valentine Fontama , Wee Hyong Tok http://www.apress.com/9781484204467 2Create your first experiment in Azure Machine Learning Studio, Gary Ericson https://azure.microsoft.com/en-us/documentation/articles/machine-learning-create-experiment/ Photo by John A. Kelly, USDA Natural Resources Conservation Service Creative Commons
- 16. Basement flooding complaints documented in Chicago during 2004 Photo AP Photo/M. Spencer Green
- 17. Images by Environmental Protection Agency (EPA), Washington, D.C. In most urban areas, stormwater is drained through engineered collection systems and discharged into nearby waterways; trash, bacteria, heavy metals, and other pollutants from the urban landscape can all be included in the discharge.
- 18. Vegetation, soils, and natural processes to manage water and create healthier urban environments. Infiltration PlantersPermeable Pavers Infiltration Bump outs Images by Environmental Protection Agency (EPA), Washington, D.C. Photos by Christopher Zurcher, Creative Commons
- 19. Image by United States Geological Survey (USGS), Washington, D.C.
- 20. Image by Australian Government National Water Commission.
- 21. Photo by Keith Mountain, Creative Commons Image by Environmental Protection Agency (EPA), Washington, D.C.
- 22. Image by City of Vancouver, “Greenest City Action Plan 2020”
- 23. Street 1 Commercial permeable pavers infiltration planters
- 27. T2 > T1 q2 > q1 q2 q1 T2 T1 BACKGROUND INFORMATION Isothermal Transport Nonisothermal Transport Liquid Flux Vapor Flux Liquid Flux Vapor Flux Liquid Vapor z K DTD t T q q q
- 29. Image by Illinois Department of Transportation