Sunday, March 3, 2024

Data modeling interview FAQs list

 

  1. what are 3 levels of Data modeling 
    1. Conceptual 
    2. logical
    3. physical model
  2. Types of Fact tables 

  3. Logical and physical model - Differences ?
  4. Star schema & Snowflake schema - Differences ?
  5. Granularity and Granule
  6. Types of Dimension tables
  7. What is factless fact table
  8. What is Data Mart
  9. Steps in Datawarehouse life cycle steps

  10. ERWIN qsns
    1. Erwin - Data modeler workspace
    2. Erwin - Domains
    3. Erwin - types of relationships
    4. Erwin - indexes how
    5. Erwin - Forward and reverse engineering steps
    6. Erwin - Complete compare feature
    7. Erwin - Naming standards
    8. Erwin - Name hardening
    9. Erwin - querying tool
    10. Erwin - subject areas
    11. Erwin - identifying and non identifying relationships differences
  11. Fact and dimension table - differences
  12. What is Datawarehouse
  13. what is ODS( operational data store)
  14.  OLTP & OLAP- differences (pg 17) 53
  15. What are SQL performance tuning measures & tips
  16. what are bottlenecks which effects database performance
  17. how do you tune a query using explain plan
  18. what is summary advisor
  19. what is most likely reason that sql query may run slowly
  20. what is latch free event
  21. what is proactive tuning and reactive tuning
  22. what is Rule based optimiser and cost based optimizer
  23. list Perf tuning enhancements in oracle
  24. how do you confirm that table has disproportionate fragmentation
  25. what can you do to optimize %xyz" queries 
  26. where does input output statistics of table exist in oracle
  27. when is right time to rebuiled index
  28. what information does STATSPACK report give 
  29.  redo,rollback , undo- differences
  30. Aggregate and summarized tables  - differences
  31. what operations can be done on OLAP cube
  32. data quality checks -pg 28
  33. types of indexes 53
  34. types of fact tables 51
  35. types of dimension tables(30, 46,48)
  36. surrogate key (33)
  37. Normalization (34)
  38. sql query : find nth highest salary - 54
  39. sql query : find and delete duplicate rows
  40. What are roles of data modeler 61
  41. Most common KPI list 
  42. Which Data profiling tools did you use
    1. Informatica data profiling
    2. Open source data quality profiling

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