🎓 Course Enterprise Generative AI Systems on Microsoft Azure

  • Thread starter Thread starter sunstrife
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What you'll learn​

  • Design complete enterprise Generative AI architectures on Microsoft Azure.
  • Build secure RAG applications with Azure OpenAI and Azure AI Search.
  • Connect enterprise data from SQL, Cosmos DB, Blob Storage, SharePoint, and APIs.
  • Create ingestion, document processing, chunking, embedding, and indexing pipelines.
  • Build AI agents that use tools, memory, workflows, and human approvals.
  • Apply prompt protection, content safety, identity, access, and data guardrails.
  • Select Azure App Service, Container Apps, or Functions for each AI workload.
  • Monitor latency, token usage, retrieval quality, failures, and safety events.
  • Implement CI/CD for AI apps, prompts, agents, search indexes, and infrastructure.
  • Optimize Azure AI systems for cost, scalability, reliability, quality, and speed.
  • Design secure reports, notifications, API calls, and automated business actions.
  • Complete a capstone enterprise GenAI platform with security and governance.

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sunstrife

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