tmvien / human-activites

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Human Activity Recognition Using Smart Phone Data

My Vien (mvien27@gmail.com)

Nov 16th, 2021

Summary

Please refer to the analysis report and R code as above.

Most of us have been familiar and seen technology devices like Fitbit or Apple Watch. They are all-in-one fitness bands, smartwatches and accesories that can monitor, track human activities for steps, exercise, heart rates, weights and many more. Those devices are primarily using accelerometer and gyroscope which are triaxial sensors to generate a signal which can be processed and analized as an activity. In this project, we would like to use sequences of signals recorded by smart phones for building a machine learning classifier of detecting Human Activities.

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