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Putting It All Together

Explore how to integrate training data, preprocessing, a trained model, and user interface components in Gradio. Learn to attach event listeners to trigger model inference, creating a complete interactive machine learning application.

Components needed for a modeling pipeline

We now have all the components needed for our end-to-end modeling pipeline.

  • Training data

  • Data preprocessing

  • Model trained

  • User interface to interact with the model ...