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I am looking for a suggestion. Is it possible to implement the data preprocessing steps like missing value imputation, outlier detection, normalization, label encoding in parallel? Can I implement cuda/openmp/mpi programming for data preprocessing?

Thank you.

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Yes - there are a lot of approaches. Depending on the language you are using / packages.

Assuming Python:

If you have a Nvidia GPU - I would highly recommend the RAPIDs framework, they have plotting, machine learning, dataframes etc...

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  • $\begingroup$ What if I am using C or C++. Please let me know. $\endgroup$
    – Encipher
    Sep 8, 2022 at 19:19
  • $\begingroup$ @Encipher If I were you I'd ask a C/C++ specific question on stack overflow - perhaps with an example. $\endgroup$
    – GooJ
    Sep 8, 2022 at 19:36

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