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DSND Capstone Project

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Project Overview Sparkify data consist of users interaction with music stream data. There are two user service levels, paid and free. Users can also upgrade and downgrade their service. Also, events such as playing a song, like or dislike a song, are all recorded. Sparkify data consists of users interaction with music stream data. There are two user service levels, paid and free. Users can also upgrade and downgrade their service. Also, events such as playing a song, like or dislike a song, are all recorded There is also an optional cloud deployment either on Amazon Aws or IBM Watson in the project. Both cloud deployment was tried and IBM Watson was comparable easy for deployment. It does not require any default module installation like pandas, plotly, or no session termination in any code line. Problem Statement The first task to predict the churned group from data is data exploration to define the churn and to idenntify the features. Especially page data that gives info ...