• Explore core AI topics including generative AI, computer vision, speech, natural language processing, and responsible AI.

Machine learning is the foundation for modern AI solutions. In this module, you’ll learn about some fundamental machine learning concepts, and how to use the Azure Machine Learning service to create and publish machine learning models.

• Introduction to Machine Learning
• Azure Machine Learning

After completing this module you will be able to
• Describe fundamental principles of machine learning on Azure

Computer vision is a the area of AI that deals with understanding the world visually, through images, video files, and cameras. In this module you’ll explore multiple computer vision techniques and services.

• Computer Vision Concepts
• Computer Vision in Azure

After completing this module you will be able to
• Describe features of computer vision workloads on Azure

• Discover how language models and transformers generate original content and apply responsible practices.

• Use Azure AI Foundry’s tools, model catalog, and playgrounds to build generative AI apps.

• Learn the fundamentals of NLP, from statistical techniques to semantic models.

• Apply Azure AI Language services for sentiment analysis, conversational AI, and translation.

• Recognize and synthesize speech with Azure AI Speech services.

• Explore image processing, modern vision models, and machine learning for vision.

• Use Azure AI Vision services to analyze images and detect faces.

• Understand how to extract data from images, forms, and multimodal sources.

• Use Azure AI services to extract insights, build knowledge mining solutions, and analyze documents