Prediction of churning is one of the best known applications in the field of Machine Learning, Big Data and Data Prediction.
Data-based prediction technologies have been simplified so much that they have been made available not only for big companies, even to those of any size. Tools such as those developed by BigML are bringing Machine Learning closer to companies, but it should not be forgotten that the raw material for any predictive system is data.