First the data of the life style will be collected through FITBIT smart watch. Then, it will send through the data to the mobile apps and then will aoutomatically update to cloud system to store.
The cloud will run machine learning like AWS to analyse the data every day. the data will send back to our mobile application
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Know databricks which can do the task described by you Relevant Skills and Experience Currently employed as Data Engineer at Microsoft doing similar work