Predicting Mobile Prices
July 2024
- Machine Learning
- Linear Regression
- Data Cleaning

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.