Housing Pricing Prediction

A model to predict resale prices of HDB flats in Singapore.

DataAnalysis
MachineLearning
SciKitLearn
PyTorch
TensorFlow
Pandas
Numpy
Housing Pricing Prediction
Housing Pricing Prediction

This project uses machine learning to predict HDB resale prices in Singapore based on historical data and various features of the property.

Features

  • Data cleaning and preprocessing of government housing data
  • Feature engineering to identify key price factors
  • Multiple regression models for comparison
  • Interactive visualization of predictions