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Pluralsight

Deploying and Managing Models in Microsoft Azure

via Pluralsight

Overview

In this course, you'll learn about how data science practitioners can utilize tools for managing the models they create. You'll also see those tools showcased in Microsoft Azure.

One of the most overlooked processes in data science is managing the life cycle of models. In this course, Deploying and Managing Models in Microsoft Azure, you'll gain foundational knowledge of Azure Machine Learning. First, you'll discover how to create and utilize Azure Machine Learning. Next, you'll find out how to integrate with Azure DevOps. Finally, you'll explore how to utilize them together to automate the deployment and management of models. When you're finished with this course, you'll have the skills and knowledge of model life cycle management needed to manage a machine learning project. Software required: Microsoft Azure.

Topics:
  • Course Overview
  • Deploying a Machine Learning Model
  • Using Continuous Integration and Continuous Deployment
  • Managing a Model's Lifecycle

Taught by

Jared Rhodes

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