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

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