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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 "Summary" and "Skills gained" 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

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

Duration 1 day

Classroom Training

Duration 1 day

 
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This is an Instructor-Led Classroom course
Instructor-led Online Training:   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.
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.