Pro Hadoop data analytics : designing and building big data systems using the Hadoop ecosystem /: designing and building big data systems using the Hadoop ecosystem. (2016)

• Record Type: Book
• Further Information: Note: Kerry Koitzsch.
• Authors: Koitzsch, Kerry
• Contents: 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.
• Publisher Details: Berkeley, CA : Apress
• Publication Date: 2016
• Copyright Date: 2017
• Extent: 1 online resource (298 pages)
• Subjects: 005.74; Computer science; Database management; Database management; Computers -- Programming -- General; Computers -- Programming Languages -- General; Computers -- Database Management -- Data Mining; Computer programming / software development; Programming & scripting languages: general; Data mining; Big data; Data mining; Computers -- Database Management -- General; Databases
• Languages: English
• ISBNs: 9781484219102
• Related ISBNs: 9781484219096
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.