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				This section includes 34 Mcqs, each offering curated multiple-choice questions to sharpen your Database knowledge and support exam preparation. Choose a topic below to get started.
| 1. | An enormous collection of data on various topics from a variety of internal and external sources, compiled by a firm for its own use or for use by its clients, is called : | 
| A. | Data-base | 
| B. | Data warehouse | 
| C. | Data mining | 
| D. | M.I.S | 
| Answer» C. Data mining | |
| 2. | An Enterprise Resource Planning application is an example of a(n) ______. | 
| A. | Single-user database application | 
| B. | Multiuser database application | 
| C. | E-commerce database application | 
| D. | Data mining database application | 
| Answer» C. E-commerce database application | |
| 3. | _________ is an intermediate storage area used for data processing during the extract, transform and load process of data warehousing . | 
| A. | Buffer | 
| B. | Virtual memory | 
| C. | Staging area | 
| D. | inter-storage area | 
| Answer» D. inter-storage area | |
| 4. | Most NoSQL databases support automatic _____ meaning that you get high availability and disaster recovery. | 
| A. | Processing | 
| B. | Scalability | 
| C. | Replication | 
| D. | All of the options | 
| Answer» D. All of the options | |
| 5. | Star schema is suited to online transaction processing, and therefore is generally used in operational systems, operational data stores, or an EDW. | 
| A. | 1 | 
| B. | |
| Answer» C. | |
| 6. | Derived data are detailed, current data intended to be the single, authoritative source for all decision support applications. | 
| A. | 1 | 
| B. | |
| Answer» C. | |
| 7. | Static extract is used for ongoing warehouse maintenance. | 
| A. | 1 | 
| B. | |
| Answer» C. | |
| 8. | Every key used to join the fact table with a dimensional table should be a surrogate key. | 
| A. | 1 | 
| B. | |
| Answer» B. | |
| 9. | Periodic data are data that are physically altered once added to the store. | 
| A. | 1 | 
| B. | |
| Answer» C. | |
| 10. | Data scrubbing can help upgrade data quality; it is not a long-term solution to the data quality problem. | 
| A. | 1 | 
| B. | |
| Answer» B. | |
| 11. | Data in the data warehouse are loaded and refreshed from operational systems. | 
| A. | 1 | 
| B. | |
| Answer» B. | |
| 12. | The role of the ETL process is to identify erroneous data and to fix them. | 
| A. | 1 | 
| B. | |
| Answer» C. | |
| 13. | The extract process is which of the following? | 
| A. | Capturing all of the data contained in various operational systems | 
| B. | Capturing a subset of the data contained in various operational systems | 
| C. | Capturing all of the data contained in various decision support systems | 
| D. | Capturing a subset of the data contained in various decision support systems | 
| Answer» C. Capturing all of the data contained in various decision support systems | |
| 14. | Fact tables are which of the following? | 
| A. | Completely denoralized | 
| B. | Partially denoralized | 
| C. | Completely normalized | 
| D. | Partially normalized | 
| Answer» D. Partially normalized | |
| 15. | Both status data and event data can be stored in a database. | 
| A. | 1 | 
| B. | |
| C. | 1 | 
| D. | |
| Answer» B. | |
| 16. | Data in operational systems are typically fragmented and inconsistent. | 
| A. | 1 | 
| B. | |
| Answer» B. | |
| 17. | Transient data is which of the following? | 
| A. | Data in which changes to existing records cause the previous version of the records to be eliminated | 
| B. | Data in which changes to existing records do not cause the previous version of the records to be eliminated | 
| C. | Data that are never altered or deleted once they have been added | 
| D. | Data that are never deleted once they have been added | 
| Answer» B. Data in which changes to existing records do not cause the previous version of the records to be eliminated | |
| 18. | A star schema has what type of relationship between a dimension and fact table? | 
| A. | Many-to-many | 
| B. | One-to-one | 
| C. | One-to-many | 
| D. | All of the above. | 
| Answer» D. All of the above. | |
| 19. | Joining is the process of partitioning data according to predefined criteria. | 
| A. | 1 | 
| B. | |
| C. | 1 | 
| D. | |
| Answer» C. 1 | |
| 20. | Reconciled data is which of the following? | 
| A. | Data stored in the various operational systems throughout the organization. | 
| B. | Current data intended to be the single source for all decision support systems. | 
| C. | Data stored in one operational system in the organization. | 
| D. | Data that has been selected and formatted for end-user support applications. | 
| Answer» C. Data stored in one operational system in the organization. | |
| 21. | Most operational systems are based on the use of transient data. | 
| A. | 1 | 
| B. | |
| Answer» B. | |
| 22. | A multifield transformation does which of the following? | 
| A. | Converts data from one field into multiple fields | 
| B. | Converts data from multiple fields into one field | 
| C. | Converts data from multiple fields into multiple fields | 
| D. | All of the above | 
| Answer» E. | |
| 23. | Successful data warehousing requires that a formal program in total quality management (TQM) be implemented. | 
| A. | 1 | 
| B. | |
| Answer» B. | |
| 24. | Independent data marts are often created because an organization focuses on a series of short-term business objectives. | 
| A. | 1 | 
| B. | |
| Answer» B. | |
| 25. | Data transformation includes which of the following? | 
| A. | A process to change data from a detailed level to a summary level | 
| B. | A process to change data from a summary level to a detailed level | 
| C. | Joining data from one source into various sources of data | 
| D. | Separating data from one source into various sources of data | 
| Answer» B. A process to change data from a summary level to a detailed level | |
| 26. | The generic two-level data warehouse architecture includes which of the following? | 
| A. | At least one data mart | 
| B. | Data that can extracted from numerous internal and external sources | 
| C. | Near real-time updates | 
| D. | All of the above. | 
| Answer» C. Near real-time updates | |
| 27. | An operational system is which of the following? | 
| A. | A system that is used to run the business in real time and is based on historical data. | 
| B. | A system that is used to run the business in real time and is based on current data. | 
| C. | A system that is used to support decision making and is based on current data. | 
| D. | A system that is used to support decision making and is based on historical data. | 
| Answer» C. A system that is used to support decision making and is based on current data. | |
| 28. | A data warehouse is which of the following? | 
| A. | Can be updated by end users. | 
| B. | Contains numerous naming conventions and formats. | 
| C. | Organized around important subject areas. | 
| D. | Contains only current data. | 
| Answer» D. Contains only current data. | |
| 29. | The load and index is which of the following? | 
| A. | A process to reject data from the data warehouse and to create the necessary indexes | 
| B. | A process to load the data in the data warehouse and to create the necessary indexes | 
| C. | A process to upgrade the quality of data after it is moved into a data warehouse | 
| D. | A process to upgrade the quality of data before it is moved into a data warehouse | 
| Answer» C. A process to upgrade the quality of data after it is moved into a data warehouse | |
| 30. | A data mart is designed to optimize the performance for well-defined and predicable uses. | 
| A. | 1 | 
| B. | |
| C. | 1 | 
| D. | |
| Answer» B. | |
| 31. | A goal of data mining includes which of the following? | 
| A. | To explain some observed event or condition | 
| B. | To confirm that data exists | 
| C. | To analyze data for expected relationships | 
| D. | To create a new data warehouse | 
| Answer» B. To confirm that data exists | |
| 32. | The @active data warehouse architecture includes which of the following? | 
| A. | At least one data mart | 
| B. | Data that can extracted from numerous internal and external sources | 
| C. | Near real-time updates | 
| D. | All of the above. | 
| Answer» E. | |
| 33. | A snowflake schema is which of the following types of tables? | 
| A. | Fact | 
| B. | Dimension | 
| C. | Helper | 
| D. | All of the above | 
| Answer» E. | |
| 34. | Data scrubbing is which of the following? | 
| A. | A process to reject data from the data warehouse and to create the necessary indexes | 
| B. | A process to load the data in the data warehouse and to create the necessary indexes | 
| C. | A process to upgrade the quality of data after it is moved into a data warehouse | 
| D. | A process to upgrade the quality of data before it is moved into a data warehouse | 
| Answer» E. | |