Modeled the credit risk associated with consumer loans. Performed exploratory data analysis (EDA), preprocessing of continuous and discrete variables using various techniques depending on the feature. Checked for missing values and cleaned the data. Built the probability of default model using Logistic Regression. Visualized all the results. Com…
python machine-learning tutorial numpy modeling machine-learning-algorithms pandas loans tutorial-code machine-intelligence loan-default-prediction credit-risk machinelearning-python dummy-variables matpllotlib
-
Updated
Mar 31, 2020 - Jupyter Notebook