Below you will find pages that utilize the taxonomy term “MongoDB”
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Earthquake Prediction Dashboard - Spark, Tableau, MongoDB
The objective is to report the prediction of the earthquake from the historical data. A machine learning model is trained with historical data of the world related to earthquakes from 1965-2016. The data includes geographical location and magnitude of the earthquakes (23.5k samples). The model predicts earthquake magnitude for the year of 2017. Finally, a dashboard is created to visualize the prediction in addition to the historical analysis on the data.