MS-40559: Microsoft Cloud Workshop: MLOps

$1,000.00

Duration: 1 Day
Mode of Delivery: Online -Instructor-led training
Job role: Cloud Architect
Preparation for exam: None
Cost: USD$1,000.00

In this workshop, you will learn how to 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.

Audience

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.

Prerequisites

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.

Skills Gained

After completing this course, students will be able to:
• Design and implement end-to-end solutions that fully operationalize deep learning models.

Course outline

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

Schedule

Click on the following link to see the current Course Schedule
Our minimum class-size is 3 for this course.
If there are no scheduled dates for this course, it can be customized to suit the time and skill needs of clients and it can be held online, at a rented location or at your premises.
Click on the following link below to arrange for a custom course: Enquire about a course date

Product Information

Product Information

Additional Information

CANCELLATION POLICY – There is never a fee for cancelling seven business days before a class for any reason. Data Vision Systems reserves the right to cancel any course due to insufficient registration or other extenuating circumstances. Participants will be advised prior to doing so.

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