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

 

Course Overview

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.

Who should attend

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.

Course 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 Content

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
Classroom Training

Duration 1 day

Online Training

Duration 1 day

 
Click on town name to book Schedule
Africa
Egypt
24/11/2019 Online Training Time zone: Africa/Cairo Course language: English
19/01/2020 Cairo Course language: English
02/02/2020 Online Training Time zone: Africa/Cairo Course language: English
12/04/2020 Cairo Course language: English
26/04/2020 Online Training Time zone: Africa/Cairo Course language: English
12/07/2020 Cairo Course language: English
26/07/2020 Online Training Time zone: Africa/Cairo Course language: English
11/10/2020 Cairo Course language: English
25/10/2020 Online Training Time zone: Africa/Cairo Course language: English

Fast Lane Flex™ Classroom If you can't find a suitable date, don't forget to check our world-wide FLEX™ training schedule.

Middle East
United Arab Emirates
24/11/2019 Online Training Time zone: Asia/Dubai Course language: English This course is being delivered by iTLS.
19/01/2020 Dubai Course language: English This course is being delivered by iTLS.
02/02/2020 Online Training Time zone: Asia/Dubai Course language: English This course is being delivered by iTLS.
12/04/2020 Dubai Course language: English This course is being delivered by iTLS.
26/04/2020 Online Training Time zone: Asia/Dubai Course language: English This course is being delivered by iTLS.
12/07/2020 Dubai Course language: English This course is being delivered by iTLS.
26/07/2020 Online Training Time zone: Asia/Dubai Course language: English This course is being delivered by iTLS.
11/10/2020 Dubai Course language: English This course is being delivered by iTLS.
25/10/2020 Online Training Time zone: Asia/Dubai Course language: English This course is being delivered by iTLS.
Europe
Bulgaria
24/02/2020 FLEX training This is an English language FLEX course.
Time zone: Europe/Sofia
Croatia
20/01/2020 FLEX training This is an English language FLEX course.
Time zone: Europe/Zagreb
Czech Republic
30/03/2020 FLEX training This is an English language FLEX course.
Time zone: Europe/Prague
Hungary
24/08/2020 FLEX training This is an English language FLEX course.
Time zone: Europe/Budapest
Poland
01/06/2020 FLEX training This is an English language FLEX course.
Time zone: Europe/Warsaw
Romania
07/12/2020 FLEX training This is an English language FLEX course.
Time zone: Europe/Bucharest
Slovakia
05/10/2020 FLEX training This is an English language FLEX course.
Time zone: Europe/Bratislava
Slovenia
01/06/2020 FLEX training This is an English language FLEX course.
Time zone: Europe/Ljubljana
Spain
24/02/2020 Madrid Course language: English
09/03/2020 Online Training Time zone: Europe/Madrid Course language: English
18/05/2020 Madrid Course language: English
01/06/2020 Online Training Time zone: Europe/Madrid Course language: English
17/08/2020 Madrid Course language: English
31/08/2020 Online Training Time zone: Europe/Madrid Course language: English
16/11/2020 Madrid Course language: English
30/11/2020 Online Training Time zone: Europe/Madrid Course language: English
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This is a FLEX course, which is delivered both virtually and in the classroom.