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010   $a9781484235799
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024 7 $a10.1007/978-1-4842-3579-9
035   $a(CKB)4100000005679063
035   $a(DE-He213)978-1-4842-3579-9
035   $a(MiAaPQ)EBC5494721
035   $a(CaSebORM)9781484235799
035   $a(PPN)229919707
035   $a(OCoLC)1051771109
035   $a(OCoLC)on1051771109
035   $a(EXLCZ)994100000005679063
100   $a20180816d2018      u|         0
101 0 $aeng
135   $aurnn#008mamaa
181   $ctxt$2rdacontent
182   $cc$2rdamedia
183   $acr$2rdacarrier
200 10$aBeginning Apache Spark 2 $eWith Resilient Distributed Datasets, Spark SQL, Structured Streaming and Spark Machine Learning library /$fby Hien Luu
205   $a1st ed. 2018.
210  1$aBerkeley, CA :$cApress :$cImprint: Apress,$d2018.
215   $a1 online resource (XI, 393 p. 86 illus.)
300   $aIncludes index.
311 08$a9781484235782 
311 08$a1484235789 
327   $a1. Introduction to Apache Spark -- 2. Working with Apache Spark -- 3. Resilient Distributed Dataset -- 4. Spark SQL - Foundation -- 5. Spark SQL - Advanced -- 6. Spark Streaming -- 7. Spark Streaming Advanced -- 8. Machine Learning with Spark.
330   $aDevelop applications for the big data landscape with Spark and Hadoop. This book also explains the role of Spark in developing scalable machine learning and analytics applications with Cloud technologies. Beginning Apache Spark 2 gives you an introduction to Apache Spark and shows you how to work with it. Along the way, you?ll discover resilient distributed datasets (RDDs); use Spark SQL for structured data; and learn stream processing and build real-time applications with Spark Structured Streaming. Furthermore, you?ll learn the fundamentals of Spark ML for machine learning and much more. After you read this book, you will have the fundamentals to become proficient in using Apache Spark and know when and how to apply it to your big data applications. You will: Understand Spark unified data processing platform Use and manipulate RDDs Deal with structured data using Spark SQL Build real-time applications using Spark Structured Streaming Develop intelligent applications with the Spark Machine Learning library.
517 3 $aBeginning Apache Spark two
606   $aBig data
606   $aJava (Computer program language)
606   $aData mining
606   $aOpen source software
606   $aComputer programming
606   $aBig Data$3https://scigraph.springernature.com/ontologies/product-market-codes/I29120
606   $aJava$3https://scigraph.springernature.com/ontologies/product-market-codes/I29070
606   $aData Mining and Knowledge Discovery$3https://scigraph.springernature.com/ontologies/product-market-codes/I18030
606   $aOpen Source$3https://scigraph.springernature.com/ontologies/product-market-codes/I29090
615  0$aBig data.
615  0$aJava (Computer program language)
615  0$aData mining.
615  0$aOpen source software.
615  0$aComputer programming.
615 14$aBig Data.
615 24$aJava.
615 24$aData Mining and Knowledge Discovery.
615 24$aOpen Source.
676   $a005.7
700   $aLuu$b Hien$4aut$4http://id.loc.gov/vocabulary/relators/aut$01060685
801  0$bUMI
801  1$bUMI
906   $aBOOK
912   $a9910300752003321
996   $aBeginning Apache Spark 2$92514874
997   $aUNINA