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  • Classification Models Improvement

    Optimization of Classification Methods by - Hyperparameter Optimization - Stacking Classifier - Optimization for different Methods

    Overdue by 4 year(s)
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    Due by November 12, 2020
    •6/6 issues closed
    100% complete0 open6 closed

  • Clustering of Customers

    Use unsupervised learning for clustering

    Overdue by 4 year(s)
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    Due by November 20, 2020
    •2/2 issues closed
    100% complete0 open2 closed

  • Basemodel and pipeline

    Finish preprocessing pipeline, fit base model (LogisticRegression()) and discuss feature importance.

    Overdue by 4 year(s)
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    Due by November 1, 2020
    •5/5 issues closed
    100% complete0 open5 closed

  • Deployment

    Python File, Database, Dashboard

    Overdue by 4 year(s)
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    Due by November 20, 2020
    •3/3 issues closed
    100% complete0 open3 closed

  • Neural networks

    Using Neural Networks to do an even bette prediction than the ML models

    Overdue by 4 year(s)
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    Due by November 23, 2020
    •3/3 issues closed
    100% complete0 open3 closed

  • Supervised approaches

    Classification Methods - try a lot of approaches, - tune the best one, - find perfect scores (Precision, F1, Fbeta, ROC/AUC what else?) - have a look on the 1st and 2nd degree error (confusion matrix) --> what was missed by the model? - mini EDA Stacking Methods

    Overdue by 4 year(s)
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    Due by November 9, 2020
    •1/1 issues closed
    100% complete0 open1 closed

  • Presentation

    Presentation day

    Overdue by 4 year(s)
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    Due by November 27, 2020
    •4/4 issues closed
    100% complete0 open4 closed

  • EDA

    Overdue by 4 year(s)
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    Due by November 2, 2020
    •12/12 issues closed
    100% complete0 open12 closed