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Created July 15, 2014 15:06
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ml.md

Data Mining

records -> knowledge

hard by human

neural network

autonomous driving

TD-Gammon

play backgammon, big states(10^20), hard to search(factor > 100)

Applications

  • speech detector
  • natural language processing
    • infomation extraction
    • question answering
  • face recongnition
  • visual object recongnition
  • scene parsing
  • image retrieval(tattoo)
  • recommender systems
  • social network analysis
  • smart devices

Example

learn to play chess

  • Target Function(board -> real values for success)
  • Representation
  • tranning examples
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