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Microsoft Cloud Workshop: Cosmos DB Real Time Advanced Analytics (40557G)

Microsoft Cloud Workshop: Cosmos DB Real Time Advanced Analytics (40557G)

Overview

Duration : 1 Day

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

Objectives

After completing this module, students will be able to:

  • Implement solutions that leverage the strengths of Cosmos DB in support of advanced analytics solutions that require high throughput ingest, low latency serving and global scale in combination with scalable machine learning, big data and real-time processing capabilities

Course Outline

Module 1: Whiteboard Design Session - Cosmos DB real-time advanced analytics

Lessons

  • Review the customer case study
  • Design a proof of concept solution
  • Present the solution

 

Module 2: Hands-on Lab - Cosmos DB real-time advanced analytics

Lessons

  • Collecting streaming transaction data
  • Understanding and preparing the transaction data at scale
  • Creating and evaluating fraud models
  • Scaling globally
  • Reporting
None
Course ID:
40557G


Show Schedule for:

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