GitHub - lenamax2355/HealthcareAnalytics: The data was obtained from the center for machine learning and intelligent systems at university of California.These records contain information about various laboratory tests and procedures, diagnosis, and medications that were administered in the duration of the hospital stay. It contains clinical records from over 100,000 individual encounters corresponding to approximately 60,000 distinct patients. The data was collected over a period of 10 years, from 1999 to 2008. The first problem statement is evaluating efficiency of Insulin based treatment for patients. Recommend if solo insulin treatments work well or not. The second one is to recommend solo insulin or a combination of other drugs to new patients given their medical history.

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The data was obtained from the center for machine learning and intelligent systems at university of California.These records contain information about various laboratory tests and procedures, diagnosis, and medications that were administered in the duration of the hospital stay. It contains clinical records from over 100,000 individual encounter…

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Name		Name	Last commit message	Last commit date
Latest commit History 2 Commits
Capstone - 4 (Modelling).ipynb		Capstone - 4 (Modelling).ipynb
Capstone Project - 2.ipynb		Capstone Project - 2.ipynb
Capstone Project - 3.ipynb		Capstone Project - 3.ipynb
Capstone Project -1 (Merging the data).ipynb		Capstone Project -1 (Merging the data).ipynb
Capstone_Project_final_report_template_DSE.docx		Capstone_Project_final_report_template_DSE.docx
Diagnosis_session.csv		Diagnosis_session.csv
FilteredData_EDA(Tableau).twbx		FilteredData_EDA(Tableau).twbx
IDs_mapping.csv		IDs_mapping.csv
Lab-session.xlsx		Lab-session.xlsx
Paitent_details.xlsx		Paitent_details.xlsx
admission_details.xlsx		admission_details.xlsx
diabetic_data.csv		diabetic_data.csv