Spark, Distributed Systems, Machine Learning, Hadoop, Scalability.
sub-tree are independent. Thus, xgboost parallelize at tree level, i.e. left & right sub-trees are trained on 2 nodes independently. Time Series Prediction using Random Forest Let’s solve an ML problem in Standalone, Spark Local & Cluster mode. Problem Statement: The daily temperate, wind, rainfall