A machine learning web application predicts hybrid vehicle purchase intent using Logistic Regression based on customer age, education, income, and vehicle ownership. The platform includes a live demo for user input and prediction results.
From the README
🚗 Hybrid Vehicle Purchase Prediction Platform Enterprise Machine Learning & Automotive Customer Propensity Analytics A production-grade machine learning platform that predicts consumer propensity to purchase hybrid electric vehicles, refactored from a flawed OLS linear regression into a calibrated, validated supervised classification pipeline. --- 🚀 Live Demo Try the working web application: 👉 Hybrid Vehicle Purchase Prediction – Live Demo Enter customer details such as Age, Education, Income and Vehicle Ownership to receive a hybrid vehicle purchase prediction. A Machine Learning web application that predicts whether a customer is likely to purchase a hybrid vehicle using...
Skills
- HTML
- Jupyter Notebook
- customer-segmentation
- data-science
- fastapi
- html
- logistic-regression
- machine-learning
- predictive-analytics
- python
