Module 1: Get started with AI on Azure
- In this module, you'll learn about the kinds of solution AI can make possible and considerations for responsible AI practices.
Module 2: Use Automated Machine Learning in Azure Machine Learning
- Learn how to use the automated machine learning user interface in Azure Machine Learning
Module 3: Create a regression model with Azure Machine Learning designer
- Learn how to train and publish a regression model with Azure Machine Learning designer.
Module 4: Create a classification model with Azure Machine Learning designer
- Train and publish a classification model with Azure Machine Learning designer
Module 5: Create a clustering model with Azure Machine Learning designer
- Train and publish a clustering model with Azure Machine Learning designer
Module 6: Analyze images with the Computer Vision service
- Learn how to use the Computer Vision cognitive service to analyze images.
Module 7: Classify images with the Custom Vision service
- Learn how to use the Custom Vision service to create an image classification solution.
Module 8: Detect objects in images with the Custom Vision service
- Learn how to use the Custom Vision service to create an object detection solution.
Module 9: Detect and analyze faces with the Face service
- Learn how to use the Face cognitive service to detect and analyze faces in images.
Module 10: Read text with the Computer Vision service
- Learn how to read text in images with the Computer Vision service
Module 11: Analyze receipts with the Form Recognizer service
- Learn how to use the built-in receipt processing capabilities of the Form Recognizer service
Module 12: Analyze text with the Language service
- Learn how to use the Language service for text analysis
Module 13: Recognize and synthesize speech
- Learn about speech recognition and synthesis
- Learn how to use the Speech cognitive service in Azure
Module 14: Translate text and speech
- After completing this module, you will be able to perform text and speech translation using Azure Cognitive Services.
Module 15: Create a language model with Conversational Language Understanding
- Learn what Conversational Language Understanding is.
- Learn about key features, such as intents and utterances.
- Build and publish a natural-language machine-learning model.
Module 16: Build a bot with the Language Service and Azure Bot Service
- After completing this module, you'll be able to create a knowledge base with an Azure Bot Service bot.