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

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

Coursework solutions for a 2nd year Computer Science sub-module on Bias in AI @ Durham University. Attempts to minimise gender bias when using ML to predict income.

This Machine Learning project predicts an adult's income and is deployed using Flask, Docker, and CI/CD pipelines.

The Adult-Income-Prediction repository uses machine learning to classify whether an individual's income exceeds $50K based on demographic and employment features. It includes data preprocessing, EDA, feature engineering, and model training.

Implementing different model for Income Classification Python