Implement resilient AI-ready infrastructure

Intermediate
Administrator
Azure

This module explains building resilient, multi-region AI infrastructure using Microsoft Foundry hubs, geo-redundant storage, and Azure Container Registry geo-replication. It shows how coordinated replication and failover protect data, model images, and AI services during regional outages.

Learning objectives

By the end of this module, you're able to:

  • Explain how Azure Monitor and Log Analytics Workspace support infrastructure management.
  • Configure metrics collection and visualization for Azure resources.
  • Implement alert rules and processing rules to respond to infrastructure events.
  • Query log data to diagnose infrastructure issues.

Prerequisites

  • Azure Fundamentals: Basic understanding of Azure services, resource groups, and subscription management.
  • Disaster Recovery Concepts: Familiarity with backup, failover, and business continuity principles.
  • AI Workload Basics: Awareness of AI solution architecture and operational requirements in cloud environments.

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