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Exam (elaborations)

WGU - Introduction to Analytics - D491 questions with answers

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WGU - Introduction to Analytics - D491 questions with answers












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Uploaded on
September 3, 2025
Number of pages
31
Written in
2025/2026
Type
Exam (elaborations)
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Questions & answers

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WGU - Introduction to Analytics - D491
|\ |\ |\ |\ |\ |\ |\




questions with answers |\ |\




Which role is responsible for project initiation and providing the
|\ |\ |\ |\ |\ |\ |\ |\ |\ |\



requirements for a project? |\ |\ |\




Project sponsor
|\




Which job position is primarily responsible for designing and constructing
|\ |\ |\ |\ |\ |\ |\ |\ |\ |\



data pipelines within the field of data analytics?
|\ |\ |\ |\ |\ |\ |\




Data engineer
|\




Which role in a data analytics project helps data scientists shape data for
|\ |\ |\ |\ |\ |\ |\ |\ |\ |\ |\ |\ |\



analysis?

Data engineer
|\




Which role in a data analytics project provides expertise for analytical
|\ |\ |\ |\ |\ |\ |\ |\ |\ |\ |\



techniques?

Data scientist
|\




Which skills are required by data scientists for converting unstructured data
|\ |\ |\ |\ |\ |\ |\ |\ |\ |\ |\



to structured data in data analytics projects?
|\ |\ |\ |\ |\ |\




Data wrangling skills
|\ |\

,Which skill must a business intelligence analyst possess to collect and
|\ |\ |\ |\ |\ |\ |\ |\ |\ |\ |\



organize data? |\




Data preparation
|\




Which project-related activity typically takes up the majority of a data
|\ |\ |\ |\ |\ |\ |\ |\ |\ |\ |\



analyst's time? |\




Data preparation
|\




Which software do business intelligence analysts use to perform their
|\ |\ |\ |\ |\ |\ |\ |\ |\ |\



responsibilities?

Microsoft Excel |\




What is a skill required of a data engineer?
|\ |\ |\ |\ |\ |\ |\ |\




Maintaining databases |\




delete

Which group of stakeholders comprises the professionals, such as line
|\ |\ |\ |\ |\ |\ |\ |\ |\ |\



managers?

Business users |\




Which stakeholder is primarily responsible for ensuring the desired quality
|\ |\ |\ |\ |\ |\ |\ |\ |\ |\



of the project?
|\ |\




Project managers |\

,Which stakeholder has access to essential tables or storage systems and
|\ |\ |\ |\ |\ |\ |\ |\ |\ |\ |\



guarantees the highest levels of security in the data repository?
|\ |\ |\ |\ |\ |\ |\ |\ |\




Database administrator |\




Why is it significant to establish failure criteria for a data analytics project in
|\ |\ |\ |\ |\ |\ |\ |\ |\ |\ |\ |\ |\



the discovery phase?
|\ |\ |\




It helps the team determine when it is best to accept the conclusions.
|\ |\ |\ |\ |\ |\ |\ |\ |\ |\ |\ |\




Which stakeholder extracts and transforms data during the discovery phase?
|\ |\ |\ |\ |\ |\ |\ |\ |\




Data engineer |\




A person has been assigned to manage a project to implement a company-
|\ |\ |\ |\ |\ |\ |\ |\ |\ |\ |\ |\



wide customer relationship management (CRM) system. The CRM system
|\ |\ |\ |\ |\ |\ |\ |\ |\



aims to centralize customer details, automate sales processes, and improve
|\ |\ |\ |\ |\ |\ |\ |\ |\ |\



customer service. |\




What skills are crucial for the project team members working on the CRM
|\ |\ |\ |\ |\ |\ |\ |\ |\ |\ |\ |\ |\



system implementation? |\




Data analysis, system integration, and training
|\ |\ |\ |\ |\




Why is formulating an initial hypothesis an integral part of the discovery
|\ |\ |\ |\ |\ |\ |\ |\ |\ |\ |\ |\



phase of the data analytics lifecycle?
|\ |\ |\ |\ |\




It guides the subsequent data collection, processing, and analysis activities.
|\ |\ |\ |\ |\ |\ |\ |\ |\




Who should be included as stakeholders in an analytics project?
|\ |\ |\ |\ |\ |\ |\ |\ |\




Anyone who will benefit from the project
|\ |\ |\ |\ |\ |\

, Who offers suggestions on ideas to test as the team formulates hypotheses
|\ |\ |\ |\ |\ |\ |\ |\ |\ |\ |\ |\



during the discovery phase of a data analytics project?
|\ |\ |\ |\ |\ |\ |\ |\




Data scientists
|\




Which activity occurs during the data preparation phase of the data analytics
|\ |\ |\ |\ |\ |\ |\ |\ |\ |\ |\



lifecycle?
|\




Understanding of data |\ |\




Which data visualization is most suitable for understanding the trend and
|\ |\ |\ |\ |\ |\ |\ |\ |\ |\ |\



progression of a variable over time in the data preparation phase?
|\ |\ |\ |\ |\ |\ |\ |\ |\ |\




Line charts
|\




Which task is commonly performed to identify and address data quality
|\ |\ |\ |\ |\ |\ |\ |\ |\ |\ |\



issues during the data preparation phase?
|\ |\ |\ |\ |\




Conducting data profiling |\ |\




Which common data cleaning task is used to address the missing data in a
|\ |\ |\ |\ |\ |\ |\ |\ |\ |\ |\ |\ |\ |\



data set?
|\




Imputation



Which task is typically performed to handle outliers during the data
|\ |\ |\ |\ |\ |\ |\ |\ |\ |\ |\



preparation phase? |\




Truncating extreme values
|\ |\

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