Course Syllabus

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Master Large Language Model Operations on Azure

  • Unlock Azure's full potential for deploying & optimizing Large Language Models (LLMs)
  • Build robust LLM applications leveraging Azure Machine Learning & OpenAI Service
  • Implement architectural patterns & GitHub Actions workflows for streamlined MLOps

Course Highlights:

  • Explore Azure AI services and LLM capabilities
  • Mitigate risks with foundational strategies
  • Leverage Azure ML for model deployment & management
  • Optimize GPU quotas for performance & cost-efficiency
  • Craft advanced queries for enriched LLM interactions
  • Implement Semantic Kernel for enhanced query results
  • Dive into architectural patterns like RAG for scalable architectures
  • Build end-to-end LLM apps using Azure services & GitHub Actions

Ideal for data professionals, AI enthusiasts & Azure users looking to harness cutting-edge language AI capabilities. Gain practical MLOps skills through tailored modules & hands-on projects.



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Course Summary
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