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Predicting Mobile Prices

July 2024

Predicting Mobile Prices

About

A Linear Algebra course project covering the full path from raw data to a working prediction tool.

Pipeline

  • Data extraction — scraped mobile phone listings from an e-commerce site.
  • Data cleaning — handled missing values and normalised features so they could be used for training.
  • Model — trained a linear regression model to predict a phone's price from its features.
  • App — wrapped the model in a Tkinter desktop app where you enter a phone's specs and get a predicted price.

Tech Stack

  • Python
  • Jupyter
  • Tkinter