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
- Title:
- 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)
- Main Title:
- Pro Hadoop data analytics : designing and building big data systems using the Hadoop ecosystem
- 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.
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library HMNTS - ELD.DS.368831
- Ingest File:
- 01_351.xml