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DataCamp_DS_Associate_Certification

DataCamp Case Study for Data Scientist Associate certification.

This case study regards a motorcycles manufacturer company and its selling of mopeds. Regarding the mopeds, they often received reviews from people who never owned a moped before, therefore they do not want consider such reviews and would like to find a way to identify reviews from these people.

Based on the received reviews, our goal is to build a classification model to predict which reviews come from peole who have never owned the moped before.

Such case study includes following tasks:

  1. Data Validation (data dictionary checks, data cleaning)
  2. Exploratory Analysis (data exploration, visualizations, data preparation)
  3. Model Fitting (training of the baseline model and the comparison model, hyperparameter tuning)
  4. Model Evaluation (performance of both model, comparison of results)

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DataCamp Case Study for Data Scientist Associate certification

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