Doing Machine Learning the Uber Way: Five Lessons From the First Three Years of Michelangelo

The architecture behind Michelangelo uses a modern but complex stack based on technologies such as HDFS, Spark, Samza, Cassandra, MLLib, XGBoost, and TensorFlow.