https://github.com/falakrana/vehicle-price-prediction
Developed a machine learning-powered web app to predict vehicle resale prices based on make, year, kilometers driven, fuel type, etc. The backend is powered by Flask, with MongoDB Atlas for user authentication and a secure login system.
https://github.com/falakrana/vehicle-price-prediction
machine-learning mongodb-atlas python randomforestclassifier
Last synced: 7 months ago
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Developed a machine learning-powered web app to predict vehicle resale prices based on make, year, kilometers driven, fuel type, etc. The backend is powered by Flask, with MongoDB Atlas for user authentication and a secure login system.
- Host: GitHub
- URL: https://github.com/falakrana/vehicle-price-prediction
- Owner: falakrana
- Created: 2025-04-04T15:59:10.000Z (7 months ago)
- Default Branch: main
- Last Pushed: 2025-04-04T16:05:25.000Z (7 months ago)
- Last Synced: 2025-04-04T17:22:40.498Z (7 months ago)
- Topics: machine-learning, mongodb-atlas, python, randomforestclassifier
- Language: HTML
- Homepage:
- Size: 984 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# 🚗 Vehicle Price Prediction
This is a web-based application that predicts the price of a vehicle based on various inputs such as brand, model, fuel type, year, and more. The application uses a machine learning model deployed via Flask and includes secure user authentication using MongoDB Atlas.
---
## 📌 Features
- 🔐 User Authentication (Login & Register)
- 📊 Vehicle Price Prediction using Machine Learning
- 🌐 Responsive Frontend built with HTML/CSS/JavaScript
- ☁️ Data stored securely in MongoDB Atlas
- 📬 Contact form to receive user queries
- 🧠 Trained model for price prediction
- 🧾 About Us page explaining the project
---
## 🛠️ Tech Stack
- **Frontend**: HTML, CSS, JavaScript
- **Backend**: Flask (Python)
- **Database**: MongoDB Atlas
- **Machine Learning**: Scikit-learn, Pandas, NumPy, Random-Forest
---
## 🚀 Installation
### 1. Clone the Repository
```bash
git clone https://github.com/yourusername/vehicle-price-prediction.git
cd vehicle-price-prediction