Analyze images

• Select appropriate visual features to meet image processing requirements
• Create an image processing request to include appropriate image analysis features
• Interpret image processing responses

Extract text from images

• Extract text from images or PDFs by using the Computer Vision service
• Convert handwritten text by using the Computer Vision service
• Extract information using prebuilt models in Azure Form Recognizer
• Build and optimize a custom model for Azure Form Recognizer

Implement image classification and object detection by using the Custom Vision service, part of Azure Cognitive Services

• Choose between image classification and object detection models
• Specify model configuration options, including category, version, and compact
• Label images
• Train custom image models, including image classification and object detection
• Manage training iterations
• Evaluate model metrics
• Publish a trained model
• Export a model to run on a specific target
• Implement a Custom Vision model as a Docker container
• Interpret model responses

Process videos

• Process a video by using Azure Video Indexer
• Extract insights from a video or live stream by using Azure Video Indexer
• Implement content moderation by using Azure Video Indexer
• Integrate a custom language model into Azure Video Indexer

Analyze text

• Retrieve and process key phrases
• Retrieve and process entities
• Retrieve and process sentiment
• Detect the language used in text
• Detect personally identifiable information (PII)

Process speech

• Implement and customize text-to-speech
• Implement and customize speech-to-text
• Improve text-to-speech by using SSML and Custom Neural Voice
• Improve speech-to-text by using phrase lists and Custom Speech
• Implement intent recognition
• Implement keyword recognition

Translate language

• Translate text and documents by using the Translator service
• Implement custom translation, including training, improving, and publishing a custom model
• Translate speech-to-speech by using the Speech service
• Translate speech-to-text by using the Speech service
• Translate to multiple languages simultaneously

Build and manage a language understanding model

• Create intents and add utterances
• Create entities
• Train evaluate, deploy, and test a language understanding model
• Optimize a Language Understanding (LUIS) model
• Integrate multiple language service models by using an orchestration workflow
• Import and export language understanding models

Create a question answering solution

• Create a question answering project
• Add question-and-answer pairs manually
• Import sources
• Train and test a knowledge base
• Publish a knowledge base
• Create a multi-turn conversation
• Add alternate phrasing
• Add chit-chat to a knowledge base
• Export a knowledge base
• Create a multi-language question answering solution
• Create a multi-domain question answering solution
• Use metadata for question-and-answer pairs