Knowledge / Course

CS 6220 Big Data Systems & Analysis

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Georgia Tech OMSCS CS 6220

Systems and algorithms for large-scale data processing and analytics.

Practice in the Flight Lab: After the shuffle · Where the stage sits

Prerequisites

Programming, operating systems/data structures background.

Subareas

MapReduce / HadoopSpark & in-memory analyticsDistributed storage & NoSQLStream processingGraph processing at scaleScalable ML systems

Main topics / syllabus areas

  • MapReduce / Hadoop
  • Spark & in-memory analytics
  • Distributed storage & NoSQL
  • Stream processing
  • Graph processing at scale
  • Scalable ML systems

Resources

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