AI-Enhanced Customer Retention System (AIECRS)

Description

AI-Enhanced Customer Retention System (AIECRS) is an AI-based system designed to predict customer churn and suggest retention strategies.

Offering

This project is available for purchase. For inquiries regarding pricing and licensing, please contact us at quantascript@gmail.com.

Mathematical Equations

1. Feature Extraction: Identifying key features affecting churn

   X = { x 1 , x 2 , ... , x n }

2. Neural Network: Predicting churn probability

   P ( y = 1 | X ) = σ ( W · X + b )

Installation

To use AIECRS, you'll need to install the following dependencies:

• numpy
• pandas
• tensorflow
• scikit-learn

You can install them using pip:

pip install numpy pandas tensorflow scikit-learn

Usage

1. Clone the repository:

   git clone https://github.com/QuantaScriptor/AI-Enhanced-Customer-Retention-System-AIECRS.git

2. Navigate to the project directory:

   cd AI-Enhanced-Customer-Retention-System-AIECRS

3. Run the script:

   python aiecrs.py

License

This project is licensed under the GNU Affero General Public License v3.0. See the LICENSE file for details.