A deep learning model capable of predicting your income based on Age, Sex, Race, Education, Marital-Status, working hours/week, native country, and occupation with an accuracy of almost 85%.

CS7CS4- Machine Learning- Income Prediction- Kaggle Competition

This project focuses on predicting the income of individuals based on a diverse set of demographic and socio-economic features. Using the Adult Income dataset, I used a Random Forest model to address this classification task.

Individual Machine Learning competition code as part of the 2019/20 Machine Learning module at Trinity College Dublin

Finding Donors for CharityML using supervised learners.

This repo stores the script, the data, and its description for the kernels published on kaggle.

Project that focuses on find the determinants of income using the dataset: https://www.kaggle.com/datasets/fedesoriano/gender-pay-gap-dataset

Building an Income Prediction System Using Machine Learning Model and Deploying it as a Web App

I analyze and explore US Census Bureau Data using Data Visualization techniques to identify salient features useful for predicting an individual's income level. We use those relevant features and multiple classification methods (Decision-Tree, SVM, and K-Nearest Neighbor) to predict the income level for unknown individuals. Our client is a local…

Udacity Machine Learning Engineer Nanodegree Program Capstone Project

Income Prediction Model deployed as Flask app

In this project, I have predicted Income between two categories based on an individual's demographic and employment details using Logistic regression.

A comprehensive tool for tracking personal finances, including income, spending, investments, and crypto management.

🔍✨ A machine learning project that predicts income based on various demographic factors using Random Forest and Gradient Boosting algorithms. Includes data preprocessing, hyperparameter tuning, and model evaluation with detailed performance metrics. 📊🤖

Building a Classification model to predict whether a person's annual Income is more than $50K or below $50K

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

Data science project for feature engineering and classification using as case study the Census Income dataset

Exploratory Data Analysis and Classification Modelling of the Adult Income Dataset aka the Census Income Dataset

TCD ML Comp. 2019/20 - Income Prediction (Ind.)

Basic Machine Learning Classifiers with scikit-learn.