Sep 18, 2019  
2018-2020 Undergraduate Catalog 
    
2018-2020 Undergraduate Catalog
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CPSC 485 - Big Data Analytics


This is a project driven course designed to provide techniques for acquiring, managing and analyzing massive unstructured data.  Consideration will be given to both batch mode processing and real time analytics  Specific topics include the MapReduce parallel computing paradigm, distributed file systems, the Hadoop Ecosystem and its components such as Pig, Hive, HBase, Oozie, Yarn and Mahout, NoSQL databases, cloud computing, techniques for clustering and visualizing big data, Web analytics, machine learning in a big data setting and data setting and data security issues.  Applications in business, engineering, health care and social networks will also be covered.

Prerequisites & Notes
CPSC 405

Credits: 3



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