The following exercises explore common artificial intelligence workloads in a variety of applications. The goal of these exercises is to experience some of the capabilities of AI, and to learn about the kinds of solutions AI makes possible. You don’t need to be a developer or a technical expert. There are no setup requirements. All you need is a modern web browser, and you can dive right in to see some of the cool things you can do with AI!
Explore machine learning scenarios
Explore applications that demonstrate how a machine learning model can help you predict unknown information.
Explore generative AI and agent scenarios
Explore applications that demonstrate how Generative AI agents can reason over input and data, and generate intelligent responses.
Explore natural language processing scenarios
Explore applications that demonstrates how AI natural language processing capabilities can be used to transcribe and analyze spoken and written text.
Explore computer vision scenarios
Explore a applications that demonstrates how AI computer vision capabilities can be used to analyze images, generate captions and tags, and detect objects.
Explore AI information extraction scenarios
Explore applications that demonstrates how AI can be used to extract the information from content in multiple formats.
AI Applications
If you’d rather explore the applications for yourself, without the prescribed lab instructions, you can use the following links:
- Home Rental Predictor (Machine Learning - Regression)
- Wheat Seed Identifier (Machine Learning - Classification)
- Customer Segmentation (Machine Learning - Clustering)
- Expenses chat assistant (Generative AI Agent)
- Recruiter Dashboard (Generative AI Agent)
- StoryBridge social history project (Natural Language Processing)
- Blue Yonder Airlines social media analyzer (Natural Language Processing)
- Photo Tagger (Computer Vision)
- Doorbell Photo Viewer (Computer Vision)
- Receipt Analyzer (Information Extraction)
- Voicemail Analyzer (Information Extraction)
Note: These applications are simulations - with simple models and no Azure AI services behind them. However, they’re based on real capabilities that you can implement using Microsoft Azure AI technologies.