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Microsoft Cloud Workshop: MLOps (40559)

 

Course Overview

In this workshop, you will learn how Trey Research can leverage Deep Learning technologies to scan through their vehicle specification documents to find compliance issues with new regulations, and manage the classification through their web application. The entire process from model creation, application packaging, model deployment and application deployment needs to occur as one unified repeatable, pipeline. At the end of this workshop, you will be better able to design and implement end-to-end solutions that fully operationalize deep learning models, inclusive of all application components that depend on the model.

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 course, students will be able to:

  • Design and implement end-to-end solutions that fully operationalize deep learning models.

Course Content

Module 1: Whiteboard Design Session - MLOps
Lessons
  • Review the customer case study
  • Design a proof of concept solution
  • Present the solution
Module 2: Hands-on lab - MLOps
Lessons
  • Creating and evaluating compliance classification models
  • Registering the model
  • Setup New Project in Azure DevOps
  • Setup and Run the Build Pipeline
  • Setup the Release Pipeline
  • Test Build and Release Pipelines
  • Testing the deployed solution
  • Examining deployed model performance
Classroom Training

Duration 1 day

Online Training

Duration 1 day

 
Click on town name to book Schedule
Middle East
United Arab Emirates
24/11/2019 Dubai Course language: English
08/12/2019 Online Training Time zone: Asia/Dubai Course language: English
02/02/2020 Dubai Course language: English
16/02/2020 Online Training Time zone: Asia/Dubai Course language: English
26/04/2020 Dubai Course language: English
10/05/2020 Online Training Time zone: Asia/Dubai Course language: English
26/07/2020 Dubai Course language: English
09/08/2020 Online Training Time zone: Asia/Dubai Course language: English
25/10/2020 Dubai Course language: English
08/11/2020 Online Training Time zone: Asia/Dubai Course language: English

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Africa
Egypt
24/11/2019 Cairo Course language: English
08/12/2019 Online Training Time zone: Africa/Cairo Course language: English
02/02/2020 Cairo Course language: English
16/02/2020 Online Training Time zone: Africa/Cairo Course language: English
26/04/2020 Cairo Course language: English
10/05/2020 Online Training Time zone: Africa/Cairo Course language: English
26/07/2020 Cairo Course language: English
09/08/2020 Online Training Time zone: Africa/Cairo Course language: English
25/10/2020 Cairo Course language: English
08/11/2020 Online Training Time zone: Africa/Cairo Course language: English
Europe
Bulgaria
24/08/2020 FLEX training This is an English language FLEX course.
Time zone: Europe/Sofia
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03/02/2020 FLEX training This is an English language FLEX course.
Time zone: Europe/Prague
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23/03/2020 FLEX training This is an English language FLEX course.
Time zone: Europe/Budapest
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09/11/2020 FLEX training This is an English language FLEX course.
Time zone: Europe/Warsaw
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22/06/2020 FLEX training This is an English language FLEX course.
Time zone: Europe/Belgrade
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11/05/2020 FLEX training This is an English language FLEX course.
Time zone: Europe/Bratislava
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09/11/2020 FLEX training This is an English language FLEX course.
Time zone: Europe/Ljubljana
Spain
11/11/2019 Madrid Course language: English
25/11/2019 Online Training Time zone: Europe/Madrid Course language: English
United Kingdom
19/12/2019 FLEX training This is an English language FLEX course.
Time zone: Europe/London
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This is a FLEX course, which is delivered both virtually and in the classroom.