Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

Microsoft

AI Center of Excellence

Microsoft via Microsoft Learn

Overview

Coursera Flash Sale
40% Off Coursera Plus for 3 Months!
Grab it
  • An overview of the purpose of an AI Center of Excellence

    In this module, you learn the purpose of an AI Center of Excellence, including how a center of excellence can:

    • Assist with adopting AI.
    • Assist with deployment, operations, and governance of AI applications.
    • Determine appropriate organizational roles to assist an organization with AI workloads
    • Function as a hub for learning resources and skilling.
    • Provide a knowledge base for AI best practices.
  • How comprehensive operations guidance from an AI Center of Excellence can help an organization to effectively deploy, manage, and maintain AI workloads.

    In this module you learn how comprehensive guidance from an AI center of excellence can help an organization to effectively deploy, manage, and maintain AI workloads. Learn about how an AI CoE can help an organization:

    • Implement Generative AI Operations (GenAIOps) processes
    • Ensure AI workloads are well architected
    • Assess and monitor AI workloads
    • Deploy AI workloads
  • Introduction to using Azure landing zones with AI workloads

    After completing this module, you'll be able to:

    • Describe the purpose and elements of Azure landing zones
    • Describe the benefits of using landing zones for AI workloads
    • Understand the division of responsibilities between platform and workload teams

Syllabus

  • Introduction to AI Center of Excellence
    • Introduction to the AI Center of Excellence
    • How the AI CoE assists in planning adoption of AI
    • Oversight of AI deployment, operations, and governance.
    • Determining organizational roles and responsibilities
    • Skilling your organization
    • Knowledge Check
    • Summary
  • Guide AI workload operations with an AI Center of Excellence
    • Implement GenAIOps processes
    • Security methods and practices
    • Compliance governance practices
    • Infrastructure management processes
    • Cost management processes
    • Monitoring and optimization practices
    • Well architected AI workloads
    • Deploy AI workloads
    • Knowledge check
    • Summary
  • Introduction to AI Landing Zones
    • Introduction to landing zones
    • Azure AI Landing Zones
    • Deploy and Test Landing Zones
    • Knowledge Check
    • Summary

Reviews

Start your review of AI Center of Excellence

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.