Detecting and Predicting Sleep Activity using Biometric Sensor Data

Wearable devices such as fitness trackers and smart watches hold tremendous medical importance in the modern world. Previous research has demonstrated that machine learning has the potential to save lives in concordance with such medical technology. We set out to harness predictive measurements from Fitbit Charge 4 and Samsung Galaxy Watch Active devices and utilize them for sleep prediction. Usin...