credit-card-default
Wrote code to predict if a person will have credit card defaults or not.
Used Random Forest to classify the data. Fine tuned the model but there wasn't a huge jump in accuracy.
The number of Defaults were really low so used oversampling to increase the Defaults.
Missing values were replaced with their mean value.