Boston House Sale Prediction

Oct–Dec 2023
[Python, BeautifulSoup, pandas, NumPy, Plotly, scikit-learn]

- Web scraped, preprocessed, and visualized 10,000+ Boston recent year house sale data from a house-selling website
- Constructed machine learning regression models from scratch utilizing solid linear algebra knowledge and trained it for predicting house sale prices
- Interpreted the result for aiding house sale and purchase decisions and discovering the recent house market trend in Boston
- Coordinated the division of responsibilities among teammates and managed the timeline by setting goals of progress for each check-in point to ensure the proper completion and delivery of the final presentation and report