I have attempted to find precise segmentation of customers on a given unsupervised mall dataset with the use of K-Means clustering algorithm along with data visualization tools (using plotly python library) to assist in classifying accurate segmentation of customers. Link to this project

In this analysis, I have attempted to predict whether an applicant will default on a loan. I have looked at variables such as age, personal income, years of employment, and among other variables by using exploratory analysis such as correlation and predictive models such as logistic regression and linear discriminant analysis to help aid in accurately predicting if loans will default. Link to this project