Microsoft Cloud Workshop: Azure Cosmos DB real-time advanced analytics
In this workshop, you will learn to design a data pipeline solution that leverages Azure Cosmos DB for both the scalable ingest of streaming data, and the globally distributed serving of both pre-scored data and machine learning models.
You will work with Woodgrove Bank, which provides payment processing services for commerce and is looking to design and implement a proof-of-concept (PoC) of an innovative fraud detection solution. They want to provide new services to their merchant customers, helping them save costs by applying machine learning and advanced analytics to detect fraudulent transactions. Their customers are around the world, and the right solutions for them would minimize any latencies experienced using their service by distributing as much of the solution as possible, as closely as possible, to the regions in which their customers use the service.