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Credit Card Fraud Detection

Dataset 🔗 : https://www.kaggle.com/mlg-ulb/creditcardfraud

👨🏽‍💻Project Setup Steps :

I. Create a Virtual Environment :

  • Open your terminal or command prompt.
  • Navigate to your project directory (where you want to create the virtual environment).
  • Run the following command to create a virtual environment :

  •     virtualenv venv
    
📌 venv is name of virtual environment. we can give any name which we want.

II. Activate the Virtual Environment:

  • Depending on your operating system:
    • On Windows:

    •     venv\Scripts\activate
      
    • On macOS/Linux:

    •     source venv/bin/activate
      

III. Install Project Dependencies:

  • Make sure you have a requirements.txt file in your project directory. If not, create one and list all the required packages (dependencies) for your Django project.
  • Run the following command to install the dependencies:

  •     pip install -r requirements.txt
    

IV. Create a Superuser:

  • In your project root directory (where manage.py is located), run the following command:

  •     python manage.py createsuperuser
    
  • Follow the prompts to set a username, email, and password for the superuser. This user will have administrative privileges in your Django application.

V. Run the Development Server:

  • Start your Django development server by running:

  •     python manage.py runserver
    
  • Open your web browser and visit http://127.0.0.1:8000/ to see your Django app in action.

📌 If you are adding some model in models.py or changing something don't forget to make migrations :

    python manage.py makemigrations

and migrate it to database :

    python manage.py migrate

This ensures that your database schema is up to date with your model changes.