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The repository is an implementation of A/B testing using statistical and machine learning method

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mahlettaye/SmartAD_MLBased_AB_test

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SmartAD_MLBased_AB_test

Data

For this project we have used kaggle dataset found here https://www.kaggle.com/c/rossmann-store-sales/data

Repository organization

  • .dvc
    • Contains the the implemntation od data version control output which is the result of our training dataset that passes through the DVC.
  • Notebook
    • Includes notebooks for basic exploratory analysis
  • mlruns
    • Includes the result of mlflow model tracking traking
  • Scripts
    • contains python implemntation for data processing and modeling
  • Tests
    • Contains test files for the components in the script
  • Dockerfile contain the docker configuration for deployment

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The repository is an implementation of A/B testing using statistical and machine learning method

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