Intro

Understanding Considerations for Responsible AI

1. Fairness - AI systems should treat all people fairly
2. Reliability and Safety - AI systems should perform reliably and safely
3. Privacy and Security - Be secure and respect privacy
4. Inclusiveness - Empower people and engage people
5. Transparency - Should be understandable
6. Accountability - People should be accountable for AI systems

Understanding Capabilities of Azure Machine Learning

Capabilities of Azure AI Services

1. Natural Language Processing
   1. Text analysis
   2. Question Answering
   3. Language Understanding
   4. Translations
   5. Named Entity recognition
   6. Custom text classification
   7. Speech
   8. Speech translation
2. Knowledge mining and document intelligence
   1. AI search
   2. document intelligence
   3. Custom document intelligence
   4. Custom skills
3. Computer vision
   1. Image analysis
   2. Video analysis
   3. Image classification
   4. Object detection
   5. Facial analysis
   6. OCR
   7. AI video indexer
4. Decision support
   1. Content safety
   2. Content moderation
5. GenAI
   1. Azure OpenAI service
   2. DALL-E image generation

Azure OpenAI Service

Azure Cognitive Search