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This solution is based on a real world predictive maintenance system for a major airline. The data comes from a variety of sources including IoT data streams from aircraft engines, flight plans, weather information and logs. The solution leverages Azure HDInsight for feature engineering, Azure Machine Learning to detect operational anomalies and Azure SQL DW to enable high performance querying on the resulting petabytes of data. This report also shows the use of custom visualizations designed for the airline industry.
The manufacturing process needs to be a well-oiled machine to succeed and the best way of achieving that goal is to have visibility on every process while seeing the big picture.
Consumer products sit at the center of the following disciplines: operations, marketing, sales and finance to name a few. Analyze constantly changing data to maximize sales, profits and customer loyalty.
Learn how a telecommunication company, operating a mobile business, can leverage Cortana Intelligence Suite and Power BI to empower business stakeholders to analyze factors contributing to customer churn.
This report focuses on demand forecasting within the energy sector. The views provide region level energy usage status and forecast of future usage for optimizing the operations.
Public Sector data is available via various sources online. Most of these data sources are free as well. This provides with an amazing opportunity to correlate how the public policies are affecting changes from Climate to Education to Health and more.
The U.S. Personal Consumption Expenditure dashboard tracks consumer spending in the US across a wide range of goods and services to track the US business cycle as well as gauge spending trends and economic sentiment