Visit With Us - Wellness Tourism Prediction

Project Overview

This project implements a complete MLOps pipeline to predict whether a customer is likely to purchase the newly introduced Wellness Tourism Package.

Technologies

• Python
• Scikit-learn
• Hugging Face
• Streamlit
• Docker
• GitHub Actions

Data Preparation

✔ Loaded dataset from Hugging Face

✔ Cleaned dataset

✔ Removed CustomerID

✔ No missing values or duplicates

✔ Created train/test datasets

✔ Uploaded processed datasets to Hugging Face