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.
What You Will Learn
Prerequisites:
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
Contact the experts at Opsgility to schedule this class at your location or to discuss a more comprehensive readiness solution for your organization. Contact us to enroll or book a class
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