AI Center of Excellence

Overview

Module 1:

An overview of the purpose of an AI Center of ExcellenceIn 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.

Module 2:

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 Module 3:

Introduction to using Azure landing zones with AI workloadsAfter 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

• Module 1: Module 1: Introduction to AI Center of ExcellenceIntroduction to the AI Center of ExcellenceHow the AI CoE assists in planning adoption of AIOversight of AI deployment, operations, and governance.Determining organizational roles and responsibilitiesSkilling your organizationKnowledge CheckSummary
• Module 2: Module 2: Guide AI workload operations with an AI Center of ExcellenceImplement GenAIOps processesSecurity methods and practicesCompliance governance practicesInfrastructure management processesCost management processesMonitoring and optimization practicesWell architected AI workloadsDeploy AI workloadsKnowledge checkSummary
• Module 3: Module 3: Introduction to AI Landing ZonesIntroduction to landing zonesAzure AI Landing ZonesDeploy and Test Landing ZonesKnowledge CheckSummary

Subjects

Programming