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.

Implementing different model for Income Classification Python

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

In this project, i have done a quick exploratory data analysis on the adult income datasets. Then, conducted data processing and run a quick machine learning model.

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.