Azure AI Engineer Exercises’
Here you can view the oficial hands-on lab exercises support Microsoft course AI-102 Designing and Implementing a Microsoft Azure AI Solution and the equivalent self-paced modules on Microsoft Learn.
The exercises are designed to accompany the learning materials and enable you to practice using the technologies they describe.
The oficial GitHub AI-102 AI Engineer repo has been archived by the owner on Dec 23, 2023. It is now read-only.
- GitHub Repo: MicrosoftLearning/AI-102-AIEngineer
- GitHub Pages: https://microsoftlearning.github.io/AI-102-AIEngineer/
The lab files for course AI-102 (and other AI-related courses) are distributed across multiple repo’s:
- Lab for Azure AI Services modules
- Lab for Azure AI Vision modules
- Lab for Azure AI Language modules
- Lab for Azure AI Document Intelligence modules
- Lab for Azure AI Knowledge Mining modules
- Lab for Develop AI solutions with Azure OpenAI
Table of contents
- Lab Environment Setup
- Lab Environment Setup
- Get Started with Azure AI Services
- Manage Azure AI Services Security
- Monitor Azure AI Services
- Use an Azure AI Services Container
- Analyze Text
- Translate Text
- Recognize and Synthesize Speech
- Translate Speech
- Create a language understanding model with the Azure AI Language service
- Create a Conversational Language Understanding Client Application
- Create a Question Answering Solution
- Create a Bot with the Bot Framework SDK
- Create a Bot with Bot Framework Composer
- Analyze Images with Azure AI Vision
- Analyze Video with Video Analyzer
- Classify Images with Azure AI Custom Vision
- Detect Objects in Images with Custom Vision
- Detect and Analyze Faces
- Read Text in Images
- Extract Data from Forms
- Create an Azure AI Search solution
- Create a Custom Skill for Azure AI Search
- Create a Knowledge Store with Azure AI Search