| 书目名称 | Next-Generation Machine Learning with Spark | | 副标题 | Covers XGBoost, Ligh | | 编辑 | Butch Quinto | | 视频video | | | 概述 | For the latest version of Spark and Spark MLlib.Covers powerful third-party machine learning algorithms and libraries not available in the standard Spark MLlib library such as XGBoost4J-Spark, LightGB | | 图书封面 |  | | 描述 | .Access real-world documentation and examples for the Spark platform for building large-scale, enterprise-grade machine learning applications..The past decade has seen an astonishing series of advances in machine learning. These breakthroughs are disrupting our everyday life and making an impact across every industry...Next-Generation Machine Learning with Spark. provides a gentle introduction to Spark and Spark MLlib and advances to more powerful, third-party machine learning algorithms and libraries beyond what is available in the standard Spark MLlib library. By the end of this book, you will be able to apply your knowledge to real-world use cases through dozens of practical examples and insightful explanations. ..What You Will Learn.Be introduced to machine learning, Spark, and Spark MLlib 2.4.x.Achieve lightning-fast gradient boosting on Spark with the XGBoost4J-Spark and LightGBM libraries.Detect anomalies with the Isolation Forest algorithm for Spark.Use the Spark NLP and Stanford CoreNLP libraries that support multiple languages.Optimize your ML workload with the Alluxio in-memory data accelerator for Spark.Use GraphX and GraphFrames for Graph Analysis.Perform image recogni | | 出版日期 | Book 2020 | | 关键词 | Spark; Big data; Machine Learning; Spark ML; Spark MLlib; Spark Machine Learning; XGBoost; LightGBM; NLP; Nat | | 版次 | 1 | | doi | https://doi.org/10.1007/978-1-4842-5669-5 | | isbn_softcover | 978-1-4842-5668-8 | | isbn_ebook | 978-1-4842-5669-5 | | copyright | Butch Quinto 2020 |
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发表于 2025-3-21 18:49:58
