Content Directory
This repository contains the hands-on lab exercises for 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.
To complete these exercises, you’ll require a Microsoft Azure subscription. If your instructor has not provided you with one, you can sign up for a free trial at https://azure.microsoft.com.
Labs
| Module | Lab |
|---|---|
| Setup | Lab Environment Setup |
| Setup | Enable Resource Providers |
| Module 2 - Developing AI Apps with Cognitive Services | Get Started with Cognitive Services |
| Module 2 - Developing AI Apps with Cognitive Services | Manage Cognitive Services Security |
| Module 2 - Developing AI Apps with Cognitive Services | Monitor Cognitive Services |
| Module 2 - Developing AI Apps with Cognitive Services | Use a Cognitive Services Container |
| Module 3 - Getting Started with Natural Language Processing | Analyze Text |
| Module 3 - Getting Started with Natural Language Processing | Translate Text |
| Module 4 - Building Speech-Enabled Applications | Recognize and Synthesize Speech |
| Module 4 - Building Speech-Enabled Applications | Translate Speech |
| Module 5 - Creating Language Understanding Solutions | Create a Language Understanding App |
| Create a language understanding model with the Language service (preview) | |
| Module 5 - Creating Language Understanding Solutions | Create a Language Understanding Client Application |
| Create a Conversational Language Understanding Client Application (Preview) | |
| Module 5 - Creating Language Understanding Solutions | Use the Speech and Language Understanding Services |
| Module 6 - Building a QnA Solution | Create a Question Answering Solution |
| Module 7 - Conversational AI and the Azure Bot Service | Create a Bot with the Bot Framework SDK |
| Module 7 - Conversational AI and the Azure Bot Service | Create a Bot with Bot Framework Composer |
| Module 8 - Getting Started with Computer Vision | Analyze Images with Computer Vision |
| Module 8 - Getting Started with Computer Vision | Analyze Video with Video Analyzer |
| Module 9 - Developing Custom Vision Solutions | Classify Images with Custom Vision |
| Module 9 - Developing Custom Vision Solutions | Detect Objects in Images with Custom Vision |
| Module 10 - Detecting, Analyzing, and Recognizing Faces | Detect, Analyze, and Recognize Faces |
| Module 11 - Reading Text in Images and Documents | Read Text in Images |
| Module 11 - Reading Text in Images and Documents | Extract Data from Forms |
| Module 12 - Creating a Knowledge Mining Solution | Create an Azure Cognitive Search solution |
| Module 12 - Creating a Knowledge Mining Solution | Create a Custom Skill for Azure Cognitive Search |
| Module 12 - Creating a Knowledge Mining Solution | Create a Custom Skill for Azure Cognitive Search |
| Module 12 - Creating a Knowledge Mining Solution | Create a Knowledge Store with Azure Cognitive Search |