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1.3. Reflection Checkpoint: AI Workloads Mastery

Before proceeding, ensure you can answer these questions:

  1. What is the difference between image classification and object detection?
    • Image classification: One label for entire image
    • Object detection: Multiple objects with bounding box coordinates
  2. Is OCR an NLP workload?
    • No. OCR is Computer Vision (extracts text from images). NLP processes digital text.
  3. Which responsible AI principle addresses demographic bias?
    • Fairness
  4. What makes generative AI different from other AI workloads?
    • Generative AI creates new content; other AI analyzes existing content.