References

  • Cloud Adoption Framework for AI
    • Overview: https://learn.microsoft.com/azure/cloud-adoption-framework/scenarios/ai/
    • Strategy: https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/ai/strategy
    • Plan: https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/ai/plan
    • Ready: https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/ai/ready
    • Govern: https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/ai/governance
    • Manage: https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/ai/operations
    • Secure: https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/ai/security
  • Azure Well-Architected Framework (WAF)
    • https://learn.microsoft.com/azure/well-architected/
    • AI Performance Efficiency: https://learn.microsoft.com/azure/well-architected/performance-efficiency
    • AI Operational Excellence: https://learn.microsoft.com/azure/well-architected/operational-excellence
  • Azure AI Governance & Responsible AI
    • Responsible AI principles: https://learn.microsoft.com/azure/cognitive-services/responsible-ai
    • Azure AI Content Safety: https://learn.microsoft.com/azure/ai-services/content-safety/overview
    • Azure Machine Learning MLOps: https://learn.microsoft.com/azure/machine-learning/concept-model-management-and-deployment
    • Azure Purview (Data Catalog): https://learn.microsoft.com/azure/purview/overview
  • AI Hub & Reference Architectures
    • Azure OpenAI Baseline Landing Zone: https://learn.microsoft.com/azure/architecture/ai-ml/architecture/azure-openai-baseline-landing-zone
    • Azure OpenAI End-to-End Chat: https://learn.microsoft.com/azure/architecture/ai-ml/architecture/baseline-openai-e2e-chat
    • AI Hub Gateway Solution Accelerator: https://github.com/Azure-Samples/ai-hub-gateway-solution-accelerator
  • Additional Best Practices
    • Azure Best Practices (AI workloads): ../05-azure-best-practices/index.md
    • Just-the-Docs Jekyll Theme: https://just-the-docs.github.io/just-the-docs/