Predicting Term of Loans by Developing Countries to World Bank

Predicted term for loans issued by World Bank to developing countries by using Regression, Decision Tree, K-Nearest Neighbors & PLSR

Detected the outliers and collinearity in predictor variables by Exploratory Data Analysis, Subset Selection, and Lasso & Ridge Regression

Manually implemented gradient descent to train the weights of a Neural Network using forward & back propagation and exact line search