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CE-803 (B) · Data Analytics/Unsolved PYQ Paper

CE-803 (B) Data Analytics - May 2023 Question Paper

  1. 7 Marks
    aWhat is Big Data? Explain the characteristics of Big Data?
  2. 7 Marks
    bDifferentiate between Regression and ANOVA.
  3. 7 Marks
    aExplain with and example how Big Data analytics can be useful in development of smart cities?
  4. 7 Marks
    bWrite down the goals of HDFS.
  5. 7 Marks
    aDefine term frequency and inverse document frequency.
  6. 7 Marks
    bExplain the 4 V's of Big Data.
  7. 7 Marks
    aExplain the architecture and features of Hive.
  8. 7 Marks
    bExplain the concept of metastore in Hive.
  9. 7 Marks
    aWhat is Pig Latin and why do we need it?
  10. 7 Marks
    bExplain Map Reduce programming model.
  11. 7 Marks
    aExplain Hadoop Architecture with diagram and components.
  12. 7 Marks
    bWhat is Zoo keeper? Write the advantages of Zoo Keeper.
  13. 7 Marks
    aExplain any three Hive QL DDL commands with syntax and example.
  14. 7 Marks
    bExplain the Indexing and Aggregation for Mongo DB.
  15. 14 Marks
    Write short notes on any three of the following: a) Capacity scheduler in Map Reduce b) Information Management c) Metastore in Hive d) Term frequency
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