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

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QuantaScriptor/AI-Enhanced-Customer-Retention-System-AIECRS

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AI-Enhanced Customer Retention System (AIECRS)

DALL·E 2024-07-25 16 49 47 - A high-resolution banner for a GitHub project titled 'AI-Enhanced Customer Retention System (AIECRS)'  The banner should be futuristic and visually ap

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.