Requires completion of one graduatelevel course, one research project, or one internship involving the following skillsbr Machine learning, recommendation systems, pattern recognition, data mining, or artificial intelligence; Hadoop, Hbase, Pig, Mapreduce, Sawzall, or Bigtable; Developing and debugging in C, C, and Java; and Scripting languages such as Perl, Python, PHP, or shell scripts.

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