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Machine learning use cases

  • April 4, 2022
  • 1 reply
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E
Level 6
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I'm looking for the use cases using machine learning functions in the Celonis. Could you please share the information?

    1 reply

    D
    Level 0

    Basically Machine Learning workbench is not only about machine learning because of the ability to use Python.

     

    A) General use cases

    -GIT integration

    -Scheduled transfer of the configuration between teams (release management)

    -Checking / transforming data that's not possible with Vertica SQL or PQL

     

    B) ML use cases

    -Fraud Detection

    -Predicting Behaviour

    -Transportation Optimization

    -Process Automation

     

    I would focused on easy ML use-cases for python and then watch out for the maximum memory limitation (default: 5gb, it can be upgraded by Celonis if needed). You can get the data with PyCelonis + Pandas.

     

    Some ready-to go examples were also avaiable on Celonis Academy:

    https://academy.celonis.com/learn/course/machine-learning-duplicate-checker/machine-learning-duplicate-checker

     

    Best Regards,

    Mateusz Dudek

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