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Insurance Prediction Machine Learning

  • The project aimed to disrupt the insurance industry by integrating machine learning models to enhance the accuracy of insurance predictions.
  • Using Python, a machine learning model was built to predict insurance costs based on user demographics and health information.
  • Challenges included dealing with incomplete and imbalanced datasets, which were addressed through data imputation techniques and balancing methods.
  • The model achieved impressive accuracy, surpassing traditional statistical approaches and opening possibilities for further refinement.

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