Loan Status Prediction

  • Category: Data Science
  • Project date: November, 2019
  • Project URL: Jupyter Notebook

About

The objective is to predict the status of loan over dataset provided by Kaggle. Its a Binary Classification problem. I have used data visuaization, feature engineering, predicitve modelling and data analysis tasks. The classifiers used are ensembled finally consisting best performing classifiers, Logistic Regression and Random Forest.

  • Tech Stack: Jupyter Lab, Anaconda, Python 3+, sklearn, pandas, numpy, seaborn