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I'm new in the area and I'm quite curious.

  • What are the main advantages of quantum machine learning over "classical" machine learning (from sklearn library, for example)?
  • Is just only a boost to the computational process or it could be a way for building better models (in term of bias/variance trade-off - more generalized model)?
  • Are the super-positions (and other quantum characteristics) a way for capturing better statistical properties (so, maybe, quantum computation can be used in a sort of "features engineering" step)?

thanks everyone!

Daniele
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