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Exam (elaborations)

WGU C175/D426 Data Management Foundations OA Exam

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This document provides a comprehensive review for students preparing for the WGU C175/D426 Data Management Foundations OA Exam. It covers essential topics related to data management principles, database design, data governance, and data analysis techniques. With a focus on high-yield information, key concepts, and practice questions, this resource is designed to enhance understanding and improve performance on the exam.

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WGU C175/D426 DATA MANAGEMENT z z z z



FOUNDATIONS OA EXAM ACTUAL EXAM LATEST z z z z z



VERSIONS 300 QUESTIONS AND CORRECT z z z z



DETAILED ANSWERS WITH RATIONALES (100% z z z z z



CORRECT AND VERIFIED ANSWERS)|ALREADY z z z z



GRADED A+ z




What functions does the DBMS perform to guarantee
z z z z z z z z



integrity and consistency of the data in a database? -
z z z z z z z z z



...ANSWER...- Data Integrity Management z z z



- Data storage mangagement
z z



- Security management z




A pet owner can have many pets; a specific pet is linked to
z z z z z z z z z z z z z



one pet owner. What is the binary relationship described? -
z z z z z z z z z



...ANSWER...One-To-Many


What is the term for the value of one particular attribute
z z z z z z z z z z z



associated with a specific single value of another attribute? -
z z z z z z z z z



...ANSWER...Functional dependency z




Which set of results should a company expect from
z z z z z z z z z



implementing a business intelligence system? - z z z z z



...ANSWER...Increased profitability and increased z z z z



throughput

,Which issue is focused on the loading component of extract,
z z z z z z z z z z



transform, load (ETL)? - ...ANSWER...Monitor refreshing
z z z z z z



volume and frequency z z




During which step in the extract, transform, load (ETL)
z z z z z z z z z



process are raw data sets aggregated? -
z z z z z z



...ANSWER...Transformation

How is prediction distinguished from estimation in data
z z z z z z z z



mining? - ...ANSWER...Prediction classifies objects
z z z z z



according to an expected future behavior. z z z z z




Where does affinity grouping occur in data mining? -
z z z z z z z z



...ANSWER...Between objects z




Which item represents unstructured data? A. Video training
z z z z z z z z



content. B. SQL tables of training instructors. C.Relational
z z z z z z z z



db for training tracking. D. Training db backup -
z z z z z z z z



...ANSWER...A. Training Video Content z z z




What is the entity-relationship diagram about a car rental
z z z z z z z z z



agency showing? - ...ANSWER...One manufacturer created
z z z z z z



at least one of the agency's cars
z z z z z z




Image shows Salesperson (with 1 bar) to Customers (with 1
z z z z z z z z z z



bar).
zHow is the cardinality of the customers misrepresented? -
z z z z z z z z



...ANSWER...There are many customers, but the cardinality z z z z z z z



indicates one customer. z z




Image shows Salesperson (with 2 bars) to Customer (with
z z z z z z z z z



open circle and Crow's Feet). What is the correct way to
z z z z z z z z z z

,read the modality on the right side of the association? -
z z z z z z z z z z



...ANSWER...A minimum of zero customers z z z z




What is the key factor based on the need for linear
z z z z z z z z z z z



scalability? - ...ANSWER...Performance
z z




What is used for populating summaries or any cube
z z z z z z z z z



dimensions that can be performed at the staging area (ETL)?
z z z z z z z z z



- ...ANSWER...Aggregation

What data mining activity is a process of assigning some
z z z z z z z z z z



continuously valued numeric value to an object? -
z z z z z z z



...ANSWER...Estimation

What includes exploiting the discovery of table and foreign
z z z z z z z z z



keys for representing linkage between different tables? -
z z z z z z z



...ANSWER...Integration

What data mining activity is the process of organizing data
z z z z z z z z z z



into predefined classes? - ...ANSWER...Classification
z z z z




Project Code Employee No. Employee Name Department
z z z z z z z



No. Department Name Hourly Rate
z z z z



PC010 S10001 A. Smith L004 IT 22.00
z z z z z z



PC010 S10030 L. Jones L023 Pensions 18.50
z z z z z z z



PC010 S21010 P. Lewis L004 IT 21.00
z z z z z z z



PC045 S10010 B. Jones L004 IT 21.75
z z z z z z z



PC045 S10001 A. Smith L004 IT 18.00
z z z z z z



PC045 S31002 T. Gilbert L028 Database 25.50
z z z z z z z



PC045 S13210 W. Richards L008 Salary 17.00
z z z z z z z



PC064 S31002 T. Gilbert L028 Database 23.25
z z z z z z

, PC064 S21010 P. Lewis L004 IT 17.50 z z z z z z z



PC064 S10034 B. James L009 HR 16.50 z z z z z z



zIn which state are the attributes shown? -
z z z z z z z



...ANSWER...First normal form z z




Students
IDSt LastName IDProf Prof Grade
z z z z



1 Mueller 3 Schmid 5
z z z z



2 Meier 2 Borner 4
z z z z



3 Tobler 1 Bernasconi 6
z z z z




Which factor determines whether the table is in first normal
z z z z z z z z z z



form? - ...ANSWER...The attributes are all single valued.
z z z z z z z




ID Contract Code
z z



1 Vinod 091
z z



2 Rajiv 091
z z




Code City Country z z z



091 Bangalore India
z z




The primary key in the first table is ID, and the primary key
z z z z z z z z z z z z z



in the second is Code.
z z z z




How advanced are the two tables in the normalization
z z z z z z z z z



process? - ...ANSWER...Third normal form z z z z




Which characteristic points to the tables being in third
z z z z z z z z z



normal form? - ...ANSWER...The tables are completely free
z z z z z z z z



of data redundancy.
z z

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