In this workshop, you will learn to design a data pipeline solution that leverages Cosmos DB for both the scalable ingest of streaming data, and the globally distributed serving of both pre-scored data and machine learning models. The solution leverages the Cosmos DB change data feed in concert with the Azure Databricks Delta to enable a modern data warehouse solution that can be used to create risk reduction solutions for scoring transactions for fraud in an offline, batch approach and in a near real-time, request/response approach.
There are no prequisites for this course.
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.
After completing this module, students will be able to:
Hands-on Lab – Cosmos DB real-time advanced analytics
Microsoft Power Platform App Maker
Designing & Implementing Azure AI Solution
Microsoft Azure Administrator
Developing Solutions For Microsoft Azure
Microsoft Azure Architect Design Exam
Implementing Azure Data Solution
Administering Relational Databases On Microsoft Azure