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Microsoft Cloud Workshop: MLOps (MOC 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 "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.
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
Online Training
Dauer 1 Tag
Preis (exkl. MwSt.)
-
Country: DE1.090,- €
-
SA Voucher:
1
hardcoded default SA
Sprache der Kursunterlagen: Englisch
Derzeit gibt es keine Online-Termine für diesen Kurs.
Classroom Training
Dauer 1 Tag
Preis (exkl. MwSt.)
-
Deutschland:
Country: DE1.090,- €
-
Schweiz:
Country: CHCHF 1.310,-
-
SA Voucher:
1
hardcoded default SA
Verpflegung umfasst:
- Kaffee, Tee, Saft, Wasser, Cola
- Gebäck und Süßigkeiten
- Frisches Obst
- Mittagessen in einem der naheliegenden Restaurants
Gilt nur bei Durchführung durch Fast Lane. Termine, die von unseren Partnern durchgeführt werden, beinhalten ggf. ein abweichendes Verpflegungsangebot.
Sprache der Kursunterlagen: Englisch
Derzeit gibt es keine Klassenraum-Termine für diesen Kurs.
Termin anfragenDerzeit gibt es keine Trainingstermine für diesen Kurs. Termin anfragen