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Diabetes Detection
Date:
April 2021
Role:
Student
Skills:
Data Cleaning
Machine Learning
IBM SPSS Modeler
Abstract
Diabetes Detection Using Machine Learning Algorithms was a project performed in April 2021. Different supervised algorithms were implemented to find whether new observations have diabetes or not.
All stages including missing data detection, noise detection, outlier detection, imputations, and model design and implementation were done using IBM SPSS Modeler. However, I Voluntarily did this project another time using python after a few months.
This project was the final project of a course named Data Science Fundamentals. I took that online course at the University of Tehran in April 2021. Thanks to Mr. Mohammadreza Mohtat, the instructor, who taught me IBM SPSS Modeler besides fundamentals of data science.
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