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Applications of Sequence Prediction Models

  • Speech recognition (x input of sound, y is seq of words)
  • Music generation (x input can be an empty entity, y is sequence)
  • Machine translation (input: French, output: English)
  • Stock market prediction (input: previous stock prices and other factors, output: next day stock price)
  • Product recommendation (input: sequence of previous purchases by a customer, output: sequence of their next purchases)

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Updated 2021-04-21

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Data Science