Titlebook: Beginning Apache Spark 3; With DataFrame, Spar Hien Luu Book 2021Latest edition Hien Luu 2021 Big Data.Apache Spark.Spark.No SQL.HDFS.MapRe

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Hien LuuCovers how to build ML/AI applications using Spark MLlib.How to generate actionable insights by processing real-time data using the Spark Structured Streaming engine.Written by an experienced Apache S

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Lecture Notes in Computer Scienceed, and flexibility. Over the years, it has established itself as the unified engine for multiple workload types, such as big data processing, data analytics, data science, and machine learning. Companies in many industries widely adopt this scalable data processing system, including Facebook, Micro

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Jinwoo Lee,Joo-Haeng Lee,Junho Kim using Spark shell, submitting a Spark application from the command line, and using a hosted cloud platform called Databricks. The last part of this chapter is geared toward software engineers who want to set up Apache Spark source code on a local machine to study Spark source code and learn how cer

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Artistic Stylization by Nonlinear Filteringred data, and various supported data sources to read data from and write data to. Building on top of that foundation, this chapter covers some of the advanced capabilities in the Spark SQL module and peeks behind the curtain to understand the optimization and execution efficiency that the Catalyst o

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