README.md

Modelling and prediction of default + deployment via AWS Sagemaker

Description

• The task is to predict the probability of default for the provided dataset where the target values are missing.
• Use Python
• Deploy model via AWS Sagemaker
• Data

Solution report

• View solution report as html: solution_report.html
• Solution report as Jupyter notebook: solution_report.ipynb

Other artifacts

• Parallel plot of hyper params optimization with optuna: parallel-plot-hyper-params-optuna.html
• Deepchecks report (download to view): deepchecks_report.html

References

• Deploying A Pre-Trained Sklearn Model on Amazon SageMaker