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Next-Generation Machine Learning with Spark
Penulis: Butch Quinto •
Identifier: --butchquint-1692
This book provides an accessible introduction to Spark and Spark MLlib. However, this is not yet another book on the standard Spark MLlib algorithms. This book focuses on powerful third-party machine learning algorithms and libraries beyond what is available in the standard Spark MLlib library. Some of the advanced topics I cover include XGBoost4J-Spark, LightGBM on Spark, Isolation Forest, Spark NLP, Stanford CoreNLP, Alluxio, Distributed Deep Learning with Keras and Spark using Elephas and Distributed Keras, and more.