Analysis of IBM employee attrition dataset

The major of this project is to show correlation/relationships between attributes and how the affect/contribute to employee attrition. I extracted data from the only table in the database using SQL, then showed correlation between all columns. Identified age has a strong effect on employee reduction

Prediction for Loan Application

The aim of this project is to predict loan defaulters using historical data and increase loan profitability. Obtained data through open source, data exploration and prediction. Used API to create a deployable link. Loan approval is majorly based on loan amount and applicant's income