IL - Azure Machine Learning Services - MLOps

Course Overview

This course introduces students to Azure Machine Learning Services.

Students will learn about the key components of Azure ML Services including the Azure ML Visual Interface, Automated Machine Learning, model interoperability and explainers, and model management. Students will learn to deploy ML models, monitor ML applications for operational issues, audit ML pipelines, and automate the end to end ML lifecycle with Azure Machine Learning and Azure DevOps.

At the end of the course, students will participate in a hands-on exercise to manage an end to end release flow of a machine learning pipeline including deployment of a machine learning model with Azure Machine Learning, monitoring and auditing, retraining, and redeployment via MLOps.

Course Details
  • Duration: 3 Days
  • Level: 300

Who this course is designed for
  • Data Professionals

What You Will Learn

  • Learn about the key components of Azure ML Services including the Azure ML Visual Interface
  • Automated Machine Learning
  • Model interoperability and explainers

Prerequisites:

  • Knowledge of Azure

Course Outline

This course introduces students to Azure Machine Learning Services.

Students will learn about the key components of Azure ML Services including the Azure ML Visual Interface, Automated Machine Learning, model interoperability and explainers, and model management. Students will learn to deploy ML models, monitor ML applications for operational issues, audit ML pipelines, and automate the end to end ML lifecycle with Azure Machine Learning and Azure DevOps.

At the end of the course, students will participate in a hands-on exercise to manage an end to end release flow of a machine learning pipeline including deployment of a machine learning model with Azure Machine Learning, monitoring and auditing, retraining, and redeployment via MLOps.

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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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