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DS-200 · Question #46

DS-200 Question #46: Real Exam Question with Answer & Explanation

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Question

Given the following sample of numbers from a distribution: 1, 1, 2, 3, 5, 8, 13, 21, 34, 55, 89 How do high-level languages like Apache Hive and Apache Pig efficiently calculate approximately percentiles for a distribution?

Options

  • AThey sort all of the input samples and the lookup the samples for each percentile
  • BThey maintain index of input data as it is loaded into HDFS and load them into memory
  • CThey use pivots to assign each observations to the reducer that calculate each percentile
  • DThey assign sample observations to buckets and then aggregate the buckets to compute the

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