Operationalize generative AI applications (GenAIOps)

Overview

• Module 1: Plan and Prepare a GenAIOps Solution

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

  • Identify use cases for Generative AI applications.
  • Select a model for your Generative AI application.
  • Understand what GenAIOps is and its impact on the app lifecycle.
• Module 2: Develop AI Applications with Azure AI Foundry SDK

  After completing this module, you'll be able to:

  • Describe the capabilities of the Azure AI Foundry SDK.
  • Utilize the SDK to manage project connections.
  • Create an AI chat application using the SDK.
• Module 3: Fundamentals of Evaluating Generative AI Applications

  By the end of this module, you'll be equipped to:

  • Apply best practices for selecting evaluation data.
  • Understand synthetic data purposes and types for evaluations.
  • Recognize the scope of built-in metrics.
  • Select suitable metrics based on the use case.
  • Interpret evaluation results effectively.

University: Microsoft Learn

Provider: Microsoft Learn

Categories: Generative AI Courses, Prompt Engineering Courses, Model Selection Courses, Language Models Courses

Syllabus

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