The "Generative AI Application Lifecycle: From MLOps to LLMOps with Azure Tools (Video Course)" certification provides a comprehensive pathway for mastering the end-to-end process of building and deploying generative AI applications. By completing this course, you will gain valuable skills such as increased productivity, enhanced adaptability, and a strong competitive advantage in the rapidly evolving AI landscape. Enroll today to equip yourself with practical expertise that empowers impactful solutions in real-world scenarios.

This certification covers the following topics:

  • The Shift from MLOps to LLMOps: A New Paradigm
  • What’s Changed? Evolved Assets and New Capabilities
  • Expanded Metrics: Beyond Accuracy
  • The LLM Application Lifecycle: From Idea to Operation
  • Azure AI Tooling: Orchestrating the LLM Lifecycle
  • Case Study: Cota Chat, an RAG-based LLM Application in Azure AI
  • Evaluation in Depth: Making LLMs Reliable and Responsible
  • Operationalisation: Real-World Deployment and Monitoring
  • From Traditional ML to Generative AI: The Fundamental Shifts