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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.

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

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.
Classroom Training

Duration 1 day

Online Training

Duration 1 day

 
Click City Name To Book Schedule
This is an Instructor-Led Classroom course
This is an Instructor-Led Online (ILO) course. These sessions are conducted via WebEx in a VoIP environment and require an Internet Connection and headset with microphone connected to your computer or laptop.
This is a FLEX course, which is delivered simultaneously in two modalities. Choose to attend the Instructor-Led Online (ILO) virtual session or Instructor-Led Classroom (ILT) session.
United States

Currently there are no training dates scheduled for this course.  You can schedule a private, onsite training session or request a public date by emailing info@fastlaneus.com.

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

Europe
Bulgaria
Aug 24, 2020 This is a FLEX event Sofia Course language: English Enroll
Online Training Time zone: Europe/Sofia Enroll
Czech Republic
Feb 3, 2020 This is a FLEX event Prague Course language: English Enroll
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Hungary
Mar 23, 2020 This is a FLEX event Budapest Course language: English Enroll
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Poland
Nov 9, 2020 This is a FLEX event Warsaw Course language: English Enroll
Online Training Time zone: Europe/Warsaw Enroll
Serbia
Jun 22, 2020 This is a FLEX event Belgrade Course language: English Enroll
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Slovakia
May 11, 2020 This is a FLEX event Bratislava Enroll
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Slovenia
Nov 9, 2020 This is a FLEX event Ljubljana Course language: English Enroll
Online Training Time zone: Europe/Ljubljana Enroll
Middle East
United Arab Emirates
Feb 2, 2020 Dubai Course language: English This course is being delivered by iTLS. Enroll
Feb 16, 2020 Online Training Time zone: Asia/Dubai Course language: English This course is being delivered by iTLS. Enroll
Apr 26, 2020 Dubai Course language: English This course is being delivered by iTLS. Enroll
May 10, 2020 Online Training Time zone: Asia/Dubai Course language: English This course is being delivered by iTLS. Enroll
Jul 26, 2020 Dubai Course language: English This course is being delivered by iTLS. Enroll
Aug 9, 2020 Online Training Time zone: Asia/Dubai Course language: English This course is being delivered by iTLS. Enroll
Oct 25, 2020 Dubai Course language: English This course is being delivered by iTLS. Enroll
Nov 8, 2020 Online Training Time zone: Asia/Dubai Course language: English This course is being delivered by iTLS. Enroll
Africa
Egypt
Feb 2, 2020 Cairo Course language: English Enroll
Feb 16, 2020 Online Training Time zone: Africa/Cairo Course language: English Enroll
Apr 26, 2020 Cairo Course language: English Enroll
May 10, 2020 Online Training Time zone: Africa/Cairo Course language: English Enroll
Jul 26, 2020 Cairo Course language: English Enroll
Aug 9, 2020 Online Training Time zone: Africa/Cairo Course language: English Enroll
Oct 25, 2020 Cairo Course language: English Enroll
Nov 8, 2020 Online Training Time zone: Africa/Cairo Course language: English Enroll
 
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