Artificial Intelligence
linking:: AI-900
Azure Machine Learning
Capabilities
- Use data to train models
- Anomaly detection
Services
- Automated machine learning
- Azure Machine Learning designer
- Data and compute management
- Pipelines
Azure Computer Vision
Capabilities
- Image classification
- Object detection
- Semantic segmentation
- Image analysis
- Face detection, analysis, and recognition
- Optical character recognition (OCR)
Services
- Computer Vision
- Custom Vision
- Face
- Form Recognizer
Azure Natural Language Processing
Capabilities
- Analyze and interpret text in documents, email messages, and other sources
- Interpret spoken language, and synthesize speech responses
- Automatically translate spoken or written phrases between languages
- Interpret commands and determine appropriate actions
Services
- Text Analytics
- Translator Text
- Speech
- Language Understanding Intelligent Service (LUIS)
Conversational AI
Capabilities
- Customer support for products or services.
- Reservation systems for restaurants, airlines, cinemas, and other appointment based businesses.
- Health care consultations and self-diagnosis.
- Home automation and personal digital assistants.
Services
- QnA Maker
- Azure Bot Service
Challenges & Risk
- Bias
- Errors
- Exposed Data
- Non-inclusive
- Complexity
- Liability
Responsible AI
- Fair
- Reliable & Safe
- Private & Secure
- Inclusive
- Transparent
- Accountable