Certificate of Completion
THIS ACKNOWLEDGES THAT
HAS COMPLETED THE SPRING 2022 DATA SCIENCE BOOT CAMP
Roman Holowinsky, PhD
JUNE 08, 2022
Azeezat Azeez, Miriam Sierra
Predict who is an Alcoholic?
Data: Open-source EEG data from the UCI Machine Learning Repository https://archive.ics.uci.edu/ml/datasets/EEG+Database
Description: This data arises from a large study to examine EEG correlates of genetic predisposition to alcoholism. It contains measurements from 64 electrodes placed on subject's scalps which were sampled at 256 Hz (3.9-msec epoch) for 1 second.
Subjects: Two Groups: Alcoholic & Control
Data Sets: Training: 20 unique patients (10 control/10 alcoholic) 30 trials per patient and Test: 20 unique patients (10 control/10 alcoholic)
The intersection of Data Science and Medical Imaging offers a unique opportunity to create clinical biomarkers for Patients
In this case the potential to offer Preventive Care & Improved Social Welfare for those suffering from Alcohol Use Disorder.