Audience Profile
The Azure AI Fundamentals course is designed for anyone interested in learning about the types of solution artificial intelligence (AI) makes possible, and the services on Microsoft Azure that you can use to create them. You don’t need to have any experience of using Microsoft Azure before taking this course, but a basic level of familiarity with computer technology and the Internet is assumed. Some of the concepts covered in the course require a basic understanding of mathematics, such as the ability to interpret charts. The course includes hands-on activities that involve working with data and running code, so a knowledge of fundamental programming principles will be helpful.
Course outline
- MODULES
- Get started with AI on Azure
- Use Automated Machine Learning in Azure Machine Learning
- Create a regression model with Azure Machine Learning designer
- Create a classification model with Azure Machine Learning designer
- Create a clustering model with Azure Machine Learning designer
- Analyze images with Azure AI Vision
- Classify images with Azure AI Custom Vision
- Detect objects in images with Azure AI Custom Vision
- Detect and analyze faces with Azure AI Face
- Read text with Azure AI Computer Vision
- Analyze receipts with Azure AI Document Intelligence
- Analyze text with Azure AI Language
- Recognize and synthesize speech with Azure AI Speech
- Translate text and speech with Azure AI services
- Create a language model with Azure AI Language
- Build a bot with Azure AI Language and Azure AI Bot Service
