Robert C. Green II, Ph.D.
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CS/DATA 6500: Big Data Analytics

Week 2

  • HDFS: Fundamentals

Week 3

  • MapReduce: Fundamentals
  • MapReduce: mrjob

Week 4

  • MapReduce: Practice

Week 5

  • Spark: Fundamentals
  • Spark: RDDs & PySpark

Week 6

  • Spark: DataFrames
  • Spark: SQL & Advanced DataFrame Ops

Week 7

  • Hive: SQL on Hadoop
  • Hive Optimization & Apache Pig

Week 10

  • Redis — Key-Value at Speed
  • MongoDB — Documents, Queries, and Aggregation