Targeting the Donations for the Charity

Project Info

  • Developed a model that predicts income levels based on a person's attributes, which are useful in approaching donations for charity.
  • Designed a Data Pipeline that does Data Preprocessing, Feature Selection, and Feature Engineering.
  • Experimented with different Machine Learning models and acquired a generalized model with an accuracy of 84% using the Grid Search Optimization approach.

    • Technology