Disease Prediction Using Machine Learning: Predicting Diabetes
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Data Scientist
Data Analyst
Statistician
Matplotlib
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Python
This project dives into The Pima Indian Diabetes Dataset.
Originally from the National Institute of Diabetes and Digestive and Kidney Diseases, contains information of 768 women from a population near Phoenix, Arizona, USA.
My objective is to organize the dataset through an exploratory data analysis (EDA), visualize the cleaned data and understand the statistical distribution, and create a model to predict diabetes for a new person, outside original data.
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Posted Feb 24, 2024
After cleaning the data and exploring it, I used a Machine Learning Random Forest model that predicted diabetes about 75% of the time.
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Data Scientist
Data Analyst
Statistician
Matplotlib
pandas
Python
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