💰 Term Deposit Subscription Prediction using Machine Learning

📌 Overview

This project predicts whether a customer will subscribe to a term deposit using machine learning techniques and banking marketing data.

⚙️ Tech Stack

• Python
• Pandas, NumPy
• Matplotlib, Seaborn
• Scikit-learn

🔍 Key Features

• Data preprocessing and feature encoding
• Exploratory Data Analysis (EDA)
• Classification model building
• Model performance evaluation

📊 Results

The project analyzes customer behavior patterns to support data-driven marketing strategies.

🚀 Future Improvements

• Add advanced ML models
• Hyperparameter tuning
• Model deployment using Streamlit

📁 Project Structure

• term_deposit_prediction_model.ipynb
• dataset.csv
• README.md