End-to-End Blueprint for Customer Churn Modeling and Prediction, Part 1

Originally published at: https://developer.nvidia.com/blog/end-to-end-blueprint-for-customer-churn-modeling-and-prediction-part-1/

If you want to solve a particular kind of business problem with machine learning, you’ll likely have no trouble finding a tutorial showing you how to extract features and train a model. However, building machine learning systems isn’t just about training models or even about finding the best features; if you want a blueprint for…

Thnx for this article! The series sounds promising It addresses exactly our needs at a medium insurance company. Unfortunately I’m always miss the exact preconditions for installing rapids on my own workstations. At least one environment part have the wrong version number. In most cases I have installed a newer CUDA version (often to test new features).

(Your link to the DataFrame.explain function is not working. It should be https://spark.apache.org/docs/latest/api/python/reference/api/pyspark.sql.DataFrame.explain.html#pyspark.sql.DataFrame.explain )