Introduction to Azure Cognitive Services (4 days)

A. Computer Vision API

  1. Introduction
  2. Microsoft Cognitive Services
  3. Computer Vision Concepts
  4. Using the Computer Vision API
  5. Service Management
  6. Getting a Computer Vision API Key
  7. Image Analysis and Tagging
  8. Video Analysis and Tagging
  9. Additional Features
  10. The Computer Vision API in Action
  11. OCR Concepts
  12. Handwritten Text

B. Face API

  1. Available Services
  2. Using the Face API
  3. Service Management
  4. Getting a Face API Key
  5. Face Concepts
  6. Face Detection
  7. Using Face Detection
  8. Face Detection in Action
  9. Person Concepts
  10. Managing Faces and Face Lists
  11. Managing Persons and Person Groups
  12. Recognition Concepts
  13. Using Face Recognition and Matching
  14. Face Recognition and Matching in Action

C. Emotion and Text Analytics APIs

  1. Service Management
  2. Demo: Provisioning Emotion and Text Analytics Instance
  3. Emotion Concepts
  4. Scores and Locations
  5. Detecting Emotion
  6. Emotion Detection in Action
  7. Text Analytics Concepts
  8. Detecting Sentiment
  9. Extracting Key Phrases
  10. Extracting Topics
  11. Text Analytics in Action

D. LUIS and QnA Maker

  1. Using QnA Maker and LUIS
  2. Service Management
  3. QnA Maker Concepts
  4. Demo: Provisioning and Populating a QnA Maker Instance
  5. LUIS Concepts
  6. Intents
  7. Entities
  8. Utterances
  9. Features
  10. Working with LUIS
  11. The QnA Maker REST API
  12. The LUIS Rest API
  13. Integrating QnA Maker and LUIS

E. Search API

  1. Search Concepts
  2. Using the Bing Search APIs
  3. Service Management
  4. Demo: Provisioning a Bing Search Service Instance
  5. Web Search
  6. Image Search
  7. Video Search
  8. News Search
  9. Additional Features
  10. Working with the Bing Search APIs
  11. Auto suggest
  12. Entity Search

F. Translation APIs

  1. Translator Concepts
  2. Using the Translator Text APIs
  3. Service Management
  4. Demo: Getting an API Key
  5. Translator Text API
  6. The Token Service
  7. Supported Languages
  8. Supported Operations
  9. Additional Features
  10. Demo: Working with the Translator Text API
  11. Translator Speech API
  12. Supported Languages
  13. Integrating the Translator Speech API into an App
  14. Demo: Working with the Translator Speech API

G. Entity Linking Intelligence Service

  1. Introduction
  2. Using Entity Linking Intelligence
  3. Service Management
  4. Subscribing to the Entity Linking Intelligence Service
  5. Entity Linking Intelligence Terminology
  6. Entities
  7. Scores, Matches, and Offset
  8. Entity Linking API
  9. Working with the Entity Linking API
  10. Bing Entity Search Service
  11. Entity Search Integration