Classification of Loan Data using Machine Learning

Implemented Naïve Bayes, kNN and Logistic Regression algorithm from scratch without using any existing libraries to classify/predict whether a particular loan would default or not. Used the Banking data from Kaggle which is about 1GB in size with > 1M records.