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Starts 4 June 2025 05:52

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Microsoft Cognitive Services - Making AI Easy

Explore 20+ Cognitive Services APIs for AI-powered applications, including object recognition, speech processing, and language understanding. Learn implementation techniques and gain inspiration for intelligent app development.
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Overview

Explore 20+ Cognitive Services APIs for AI-powered applications, including object recognition, speech processing, and language understanding. Learn implementation techniques and gain inspiration for intelligent app development.

Syllabus

  • Introduction to Microsoft Cognitive Services
  • Overview of Cognitive Services
    Benefits of using Cognitive Services in applications
  • Vision APIs
  • Computer Vision API
    Object and image recognition
    Image analysis and tagging
    Face API
    Face detection and verification
    Emotion recognition
    Video Indexer
    Video processing and annotation
  • Speech APIs
  • Speech-to-Text
    Real-time transcription
    Speech recognition customization
    Text-to-Speech
    Generating natural-sounding speech
    Voice customization
    Speaker Recognition
    Identifying individual speakers
  • Language APIs
  • Text Analytics
    Sentiment analysis
    Language detection and key phrase extraction
    Translator
    Real-time translation
    Multiple language support
    Language Understanding (LUIS)
    Building custom language models
    Intent and entity recognition
  • Decision APIs
  • Personalizer
    Contextual experiences
    Real-time decision-making
    Content Moderator
    Text, image, and video moderation
    Filtering inappropriate content
    Anomaly Detector
    Detecting anomalies in time-series data
  • Implementation Techniques
  • Integrating with applications
    Handling API calls and responses
    Managing API keys and authentication
  • Application Development
  • Designing AI-powered applications
    Best practices in AI integration
    Case studies and real-world examples
  • Inspiration and Future Trends
  • Emerging trends in AI and Cognitive Services
    Innovative use cases and project ideas
  • Conclusion and Next Steps
  • Resources for further learning
    Building a project portfolio with Cognitive Services

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