This project uses the Adult dataset from the UCI Machine Learning Repository to predict whether income exceeds $50K/yr based on census data. The approach involves data preprocessing, exploratory data analysis, and modeling using neural networks and ensemble methods.
Before running this project, ensure you have the following installed:
- Python 3.6 or higher
- Pandas
- NumPy
- Matplotlib
- Seaborn
- Scikit-learn
- Keras (with TensorFlow backend)
You can install the required packages using the following command:
pip install pandas numpy matplotlib seaborn scikit-learn keras tensorflow