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AI-900 Fundamentals - Coggle Diagram

- - - - Train model using data to predict values
    - - Train model using data to predict category / class
    - - Group similar items into clustuers based on their features
- - - - train custom image classification and object detection models
    - - build face detection and facial recognition solutions
    - - extract info from scanned forms and invoices
    - - analyse images and video and extract desctiptions, tags, objects, text
        
        OCR API, Read API
  - - - Prcesion (percentage correct classifications)
        
        Recall (percentage correct identification)
        
        Average Precision (AP) - combined precision and recall
- - - - Language Detection
        
        Sentiment Analysis
        
        Key Phrase Extraction
        
        Entity Recognition
    - - from languate to mutliple languages
        
        Profanity filtering
        
        selective translation (exclude some content)
    - - Speech-to-text
        
        Text-to-speech
        
        Speech Translation
    - - Utterances
        
        Entities
        
        Intent