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Why Gradio Is Used

Lesson 3: Why Gradio Is Used

Gradio is chosen because it eliminates the need for frontend development while providing a clean and interactive interface. It directly connects Python functions to a web-based UI, allowing users to input customer details and see churn predictions instantly.

For machine learning projects like this, Gradio:

  • Runs smoothly in Google Colab and local environments.
  • Supports HTML outputs and dynamic display of results.
  • Makes the project interactive and easy to share for demos, portfolios, or academic submissions.

By using Gradio, we can showcase the trained model’s functionality without building a separate web application or backend server.