Surgical Outcome Analysis

This project analyzes surgical outcome data to explore cost, profit, and resource usage in surgical procedures. The analysis includes advanced SQL queries, visualizations, and a machine learning model for prediction.

Environment Setup:

Database Setup:

Running the Analysis:

SurgicalOutcomeAnalysis.ipynb: Jupyter Notebook with data analysis, visualizations, and machine learning model.

README.md: Project documentation.

This project is licensed under the MIT License.

The GeneralHospital.bak file is provided by Dalton_Ruer on the Qlik Community Healthcare page or can be downloaded from here.

Link: (https://community.qlik.com/t5/Healthcare/General-Hospital-SQL-Server-BAK-file/td-p/1493132)