Data Science · ML · 2025
NYC Airbnb Predictor
A live predictive web application for room-type analysis
- Role
- Data Science & Machine Learning
- Discipline
- Data Science · ML
- Year
- 2025
Overview
A live application that brings a machine-learning prediction workflow to an interactive web interface.
The challenge
Turn a tabular housing dataset into a useful prediction experience that can be explored in a browser.
Approach
The project combines data preparation, exploratory analysis, predictive modeling, and a deployed application.
Outcome
A live predictive application is available for exploration.
Highlights
- Live predictive web application
- Data cleaning and exploratory analysis
- Machine-learning workflow