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Predict whether income exceeds $50K/yr based on census data

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Adult-Census-Income

Overview

This data set contains information about age, gender, occupation, education, workclass of 32,000 people from US. I have created a machine learning model to predict whether a salary of a person is greater than $50K or not

View the Project Here

The project involved data assessment and cleaning, performing EDA and drawing conclusions from the data. Trained a AdaBoost model to predict income with 85.44% quality.

Technologies Used

  • Python, Numpy, Pandas, Matplotlib, Seaborn
  • Jupyter Notebook

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Predict whether income exceeds $50K/yr based on census data

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  • Jupyter Notebook 100.0%