Machine learning: Exploratory data analysis and synthetic data generation
Published:
A demonstration of essential preparation steps before using machine learning methods to predict loan payback. 
Portfolio
Machine learning: Logistic regression to predict loan payback
Published:
How to evaluate a logistic regression model fitted using k-fold cross validation and SMOTE-augmented data. 
Machine learning: XGBoost vs. Random forests
Published:
How to compare performance across tree-based ML algorithms. 
