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The aim of the ML model is to predict the car prices

Steps -

  1. Making the dataframe from the csv file.
  2. Data cleaning + EDA
  3. Feature engg
  4. Training the LinearRegession model with 3 different test data - 1. One hot encoding on selected variables, 2. Label encoding, 3. One hot enoding of the data set
  5. Evaluating the model performace via R2 scores

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