chollette/Liver-Disease-Classification-Azure-ML-Capstone-Project
This is a Liver Disease Machine Learning Classification Capstone Project in fulfillment of the Udacity Azure ML Nanodegree. In this project, you will learn to deploy a machine learning model from scratch. The files and documentation with experiment instructions needed for replicating the project, is provided for you.
This project helps medical professionals and researchers analyze patient data to predict liver disease. By inputting clinical and demographic features like age, gender, bilirubin levels, and protein ratios, it outputs a classification indicating whether a patient likely has liver disease. It's designed for data scientists and machine learning engineers in healthcare who need to deploy robust diagnostic models.
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Use this if you are a machine learning engineer working with Azure ML and need to demonstrate or build a classification model for medical diagnostics, leveraging automated ML and hyperparameter tuning.
Not ideal if you are a medical practitioner looking for a direct, off-the-shelf diagnostic tool without machine learning expertise.
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Feb 12, 2021
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