alfido-tech-ai-internship-task1

Task 1: Supervised Classification - Customer Churn Prediction

============================================

FILE 3: README.md

============================================

readme_content = """

Task 1: Supervised Classification Model - Customer Churn Prediction

Alfido Tech AI Internship

Author: Ved Amte
Date: June 2026
Task Number: 1 of 4 (Required: Complete 3 of 4 tasks)

---

📋 Task Objective

Build and evaluate a supervised classification model to predict customer churn. Compare at least two algorithms and report evaluation metrics.

---

🛠 Environment Setup

Required Python Version

Python 3.8 or higher

Install Dependencies

# Create virtual environment
python -m venv alfido_ai_env

# Activate virtual environment
# On Windows:
alfido_ai_env\\Scripts\\activate

# On macOS/Linux:
source alfido_ai_env/bin/activate

# Install required packages
pip install pandas==2.0.3
pip install numpy==1.24.3
pip install scikit-learn==1.3.0
pip install matplotlib==3.7.2
pip install seaborn==0.12.2

Exact Package Versions

• Python: 3.10.11
• pandas: 2.0.3
• numpy: 1.24.3
• scikit-learn: 1.3.0
• matplotlib: 3.7.2
• seaborn: 0.12.2

---

📂 Files in This Repository