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WGU D491 Introduction To Analytics Objective
Assessment Final Exams Actual Exam Newest 2026
With Complete Questions And Correct Answers
||Verified Exam!!! |Already Graded A+||Brand New
Version!
Which role is responsible for project initiation and
providing the requirements for a project? - Answer-Project
sponsor
Which job position is primarily responsible for designing
and constructing data pipelines within the field of data
analytics? - Answer-Data engineer
Which role in a data analytics project helps data scientists
shape data for analysis? - Answer-Data engineer
Which role in a data analytics project provides expertise
for analytical techniques? - Answer-Data scientist
Which skills are required by data scientists for converting
unstructured data to structured data in data analytics
projects? - Answer-Data wrangling skills
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Which skill must a business intelligence analyst possess
to collect and organize data? - Answer-Data preparation
Which project-related activity typically takes up the
majority of a data analyst's time? - Answer-Data
preparation
Which software do business intelligence analysts use to
perform their responsibilities? - Answer-Microsoft Excel
What is a skill required of a data engineer? - Answer-
Maintaining databases
Which group of stakeholders comprises the professionals,
such as line managers? - Answer-Business users
Which stakeholder is primarily responsible for ensuring the
desired quality of the project? - Answer-Project managers
Which stakeholder has access to essential tables or
storage systems and guarantees the highest levels of
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security in the data repository? - Answer-Database
administrator
Why is it significant to establish failure criteria for a data
analytics project in the discovery phase? - Answer-It helps
the team determine when it is best to accept the
conclusions.
Which stakeholder extracts and transforms data during the
discovery phase? - Answer-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? - Answer-
Data analysis, system integration, and training
Why is formulating an initial hypothesis an integral part of
the discovery phase of the data analytics lifecycle? -
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Answer-It guides the subsequent data collection,
processing, and analysis activities.
Who should be included as stakeholders in an analytics
project? - Answer-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? - Answer-Data scientists
Which activity occurs during the data preparation phase of
the data analytics lifecycle? - Answer-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? - Answer-Line charts
Which task is commonly performed to identify and address
data quality issues during the data preparation phase? -
Answer-Conducting data profiling
WGU D491 Introduction To Analytics Objective
Assessment Final Exams Actual Exam Newest 2026
With Complete Questions And Correct Answers
||Verified Exam!!! |Already Graded A+||Brand New
Version!
Which role is responsible for project initiation and
providing the requirements for a project? - Answer-Project
sponsor
Which job position is primarily responsible for designing
and constructing data pipelines within the field of data
analytics? - Answer-Data engineer
Which role in a data analytics project helps data scientists
shape data for analysis? - Answer-Data engineer
Which role in a data analytics project provides expertise
for analytical techniques? - Answer-Data scientist
Which skills are required by data scientists for converting
unstructured data to structured data in data analytics
projects? - Answer-Data wrangling skills
,2|Page
Which skill must a business intelligence analyst possess
to collect and organize data? - Answer-Data preparation
Which project-related activity typically takes up the
majority of a data analyst's time? - Answer-Data
preparation
Which software do business intelligence analysts use to
perform their responsibilities? - Answer-Microsoft Excel
What is a skill required of a data engineer? - Answer-
Maintaining databases
Which group of stakeholders comprises the professionals,
such as line managers? - Answer-Business users
Which stakeholder is primarily responsible for ensuring the
desired quality of the project? - Answer-Project managers
Which stakeholder has access to essential tables or
storage systems and guarantees the highest levels of
,3|Page
security in the data repository? - Answer-Database
administrator
Why is it significant to establish failure criteria for a data
analytics project in the discovery phase? - Answer-It helps
the team determine when it is best to accept the
conclusions.
Which stakeholder extracts and transforms data during the
discovery phase? - Answer-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? - Answer-
Data analysis, system integration, and training
Why is formulating an initial hypothesis an integral part of
the discovery phase of the data analytics lifecycle? -
, 4|Page
Answer-It guides the subsequent data collection,
processing, and analysis activities.
Who should be included as stakeholders in an analytics
project? - Answer-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? - Answer-Data scientists
Which activity occurs during the data preparation phase of
the data analytics lifecycle? - Answer-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? - Answer-Line charts
Which task is commonly performed to identify and address
data quality issues during the data preparation phase? -
Answer-Conducting data profiling
