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Prices of Rental Apartments in USA

Prediction Model for Rental Apartment Prices using Major Price Influencers

  • Developed and trained model with team to develop a predictive model to estimate rental prices
  • Performed EDA using Tidyverse and engineered features to reduce redundant categories from 54 to 3.
  • Utilized Forward Stepwise Selection using leaps package, to reduce features from 10 to 6 without reducing performance

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Statistical Modelling for Data Science: UBC Term Project 2023W1 - Predictive Modelling

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