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2.1 Car price prediction project

Slides

Notes

This project is about the creation of a model for helping users to predict car prices. The dataset was obtained from this kaggle competition.

Project plan:

  • Prepare data and Exploratory data analysis (EDA)
  • Use linear regression for predicting price
  • Understanding the internals of linear regression
  • Evaluating the model with RMSE
  • Feature engineering
  • Regularization
  • Using the model

The code and dataset are available at this link.

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