Azure AI: The Big Picture

Introduction

• Azure AI from a 10,000-foot view
• Getting the most out of this course

1. Azure AI Big Picture

• The Azure AI services names
• An overview of Azure AI
• A short tour of the Azure AI services

2. Azure Machine Learning

• The basics of Azure machine learning
• Azure Machine Learning Studio
• Build better prompts with Prompt Flow

3. Azure OpenAI Service

• The basics of Azure OpenAI Service
• Explore the Azure AI Studio
• Choose and deploy an OpenAI model
• Create a chat with OpenAI’s chat playground
• Call the OpenAI REST API
• Generative images with DALL-E

4. Image and Video Analysis

• The Azure Studios
• Extract text from images
• Analyze spatial data in real time
• Detect faces in an image
• Tag and categorize images with image analysis

5. Text Analysis and Services

• Explore the features of Azure AI language analysis
• Extract information from text
• Sentiment analysis and language detection
• Summarize text

6. Speech Analysis and Creation

• Call transcription and analysis
• Pronunciation assessment and correction
• Explore the built-in voice agents
• Create a custom voice agent
• Create a life-like video avatar

7. Azure Applied AI Services

• Build intelligent bots with Azure Bot Service
• Streamline data extraction with Azure Document Intelligence
• Improve accessibility with Immersive Reader
• Detect anomalies with Azure Metrics Advisor
• Unlock smarter search with Azure Cognitive Search

8. Additional Services

• Reveal genetic insights with Microsoft Genomics
• Enhance content moderation with Azure AI Content Safety

Conclusion

• Next steps