Introduction
Fundamental AI Concepts
- Module Introduction
- What Is Artificial Intelligence
- Common AI Workloads
- Principles of Responsible AI
Fundamentals of Machine Learning
- Module Introduction
- What Is Machine Learning
- Types of Machine Learning
- Training and Evaluation of Models
- Deep Learning
- Introduction to Azure ML
Introduction to Azure AI Services
Concepts of Computer Vision
- Module Introduction
- Image Processing
- Convolutional Neural Networks
- Explore Multi Modal Models
- Azure Computer Vision Services
Azure Computer Vision Capabilities
- Module Introduction
- AI Vision Service and Image Analysis
- Face Service to Detect Faces
- Optical Character Recognition OCR to Read Text
Natural Language Processing (NLP)
Azure NLP Services
- Module Introduction
- Text Analysis
- Question Answering
- Azure Bot Service
- Conversational Language and Understanding
- Speech Recognition and Synthesis
Azure AI Document Intelligence
- Module Introduction
- AI Document Intelligence Services
- Form Analysis Using Document Intelligence
- Document Intelligence Studio
Azure AI Search
Generative AI
- Module Introduction
- Introduction to Generative AI
- Language Models
- Language Model Training
- Foundation Models
- Large and Small Language Models
- What Are Copilots
- Microsoft Copilot Services
- Copilot Prompts Considerations
- Developing And Extending Copilot
Fundamentals of Azure OpenAI
- Module Introduction
- What Is Azure OpenAI
- Models Supported by Azure Open AI
- Azure OpenAI Capabilities