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Predicting House Prices

In this mini-project, we will predict a House's Sale Price. We will be using Ames Housing Dataset, it has information about each house such as Lot Area, Garage Area, Year Built, and more.

We will cover concepts like Linear Regression, Feature Engineering, Hyperparameter Tuning, RMSE, Cross Validation.

Github Repo | Notebook Preview (nbviewer)

Following Packages and Concepts are explored:

  • Pandas - DataFrame (Consolidating Data)
  • Matplotlib - Visualisation
  • Scikit-Learn - Modelling and Prediction

RMSE Scores

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