Fundamental AI concepts and responsible AI
Types of machine learning and deep learning
Automated ML in Azure Machine Learning
Introduction to Azure AI services and authentication
Lab: Explore Azure AI Services
Azure AI Vision for image analysis
Azure AI Face for facial detection
Optical Character Recognition (OCR)
Lab: Analyze images and detect faces
Text analysis and question answering with Azure AI Language
Conversational language understanding
Speech recognition, synthesis, and translation
Lab: Use Language Studio and Azure AI Translator
Azure AI Search for data indexing and querying
Lab: Extract data and explore search index
Basics of generative AI and language models
Prompt engineering and quality response techniques
Responsible generative AI development
AI Agent development in Azure
Lab: Build agents and apply content filters