Surgical Outcome Analysis by Ahmed BuraleSurgical Outcome Analysis by Ahmed Burale

Surgical Outcome Analysis

Ahmed Burale

Data Scientist

Data Scraper

Data Analyst

Jupyter

Microsoft SQL Server

Python

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.

Project Setup

Environment Setup:

Database Setup:

Running the Analysis:

Project Structure

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

README.md: Project documentation.

License

This project is licensed under the MIT License.

Acknowledgments

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)

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Posted Jun 23, 2024

This project analyzes surgical outcome data to explore cost, profit, and resource usage in surgical procedures. - GitHub - ahmedburale/SurgicalOutcomeAnalysis…

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