02700cam a22003857i 4500 19421944 OSt 20240709135250.0 161222s2017 caua b 001 0 eng d 2016963203 9781484219096 (OCoLC)ocn946461311 YDXCP eng YDXCP rda BTCTA OCLCQ JRZ OCLCF WS2 YDX BDX DLC lccopycat QA76.9.D5 K66 2017 Koitzsch, Kerry, Pro Hadoop data analytics : designing and building big data systems using the Hadoop ecosystem / Kerry Koitzsch. [Berkeley, California?] : Apress, 2017. xxi, 298 p. text txt rdacontent unmediated n rdamedia volume nc rdacarrier For professionals by professionals Includes bibliographical references and index. Overview: Building data analytic systems with Hadoop -- A Scala and Python refresher -- Standard toolkits for Hadoop and analytics -- Relational, NoSQL, and graph databases -- Data pipelines and how to construct them -- Advanced search techniques with Hadoop, Lucene, and Solr -- An overview of analytical techniques and algorithms -- Rule engines, system control, and system orchestration -- Putting it all together: designing a complete analytical system -- Data visualizers: seeing and interacting with the analysis -- A case study in bioinformatics: analyzing microscope slide data -- A bayesian analysis component: identifying credit card fraud -- Searching for oil: geographical data analysis with Apache Mahout -- "Image as big data" systems: some case studies -- Building a general purpose data pipeline -- Conclusions and the future of big data analysis -- A setting up the distributed analytics environment -- Getting, installing, and running the example analytics system. "Learn advanced analytical techniques and leverage existing toolkits to make your analytic applications more powerful, precise, and efficient. This book provides the right combination of architecture, design, and implementation information to create analytical systems which go beyond the basics of classification, clustering, and recommendation" -- All IT eBooks website. Apache Hadoop. Apache Hadoop. fast (OCoLC)fst01911570 Database management. Database management. fast (OCoLC)fst00888037 Books for professionals by professionals. 7 cbc copycat 2 ncip 20 y-gencatlg lcc BK 20454 20453 0 0 lcc 0 KABU KABU 2024-07-09 6347.00 3 QA76.9.D5 K66 2017 c.1 34014 2026-06-17 2026-03-02 11:16:37 2026-03-02 2024-07-09 BK