Evaluate generative AI applications

Learning Path
2 Modules

At a glance

Level

Beginner
Skill

 
Product

Azure Foundry Tools Content Safety in Foundry Control Plane
Role

Developer

Explore concepts and methodologies for evaluating generative AI applications. Through code-first exercises and real-world scenarios, you'll learn to analyze and assess output quality, evaluate output using custom evaluators, and generate synthetic datasets.

Prerequisites

An Azure subscription – Create one for free
Familiarity with Azure and the Azure portal
Ability to understand Python at a beginner level
Developing in browser:
- GitHub account
Developing locally:
- Docker desktop
- Visual Studio Code
  - Dev Containers extension

Get started with Azure

Choose the Azure account that's right for you. Pay as you go or try Azure free for up to 30 days. Sign up.

Modules in this learning path

Evaluating generative AI applications

Learn the fundamental concepts of evaluating generative AI applications.

Run evaluations and generate synthetic datasets

Learn how to run evaluations and generate synthetic datasets with the Azure AI Evaluation SDK.

Start