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1. Which analytical skill involves managing the people, processes, and tools used in data
analysis?
Understanding context
Data strategy
Curiosity
Data design
- Correct Answer: Data strategy
2. An analyst receives feedback from a client regarding the analysis of data.
What should the analyst do with the feedback during the Share phase?
Assess and implement
Release as a solution
Mark the analysis as complete
Continue the analysis
- Correct Answer: Assess and implement
3. What is the ultimate goal of data analysis?
To release the database load
To ensure leadership accountability for data-driven decisions
To extract valuable drivers from the data
To ensure data complexity is controlled
- Correct Answer: To extract valuable drivers from the data
,4. How does data modeling help with problem-solving?
Modeling addresses issues within database structures to solve the right problems.
Modeling ensures that raw data are processed before making a decision.
Modeling is the foundation that allows stakeholders to ask the right questions.
Modeling creates a visual representation of data relationships that allow for actionable
insights.
- Correct Answer: Modeling creates a visual representation of data
relationships that allow for actionable insights.
5. Why do organizations rely on the analysis of data to make business decisions?
- The more available data an organization has, the greater protection is provided from
government audits.
- Data-driven decisions help leaders make informed decisions that result in better
business outcomes.
- Data-driven decisions exempt leadership from blame when business outcomes are
poor.
- The more available data an organization has, the better business decisions it will make.
- Correct Answer: Data-driven decisions help leaders make informed decisions
that result in better business outcomes.
6. What is one thing data strategy can provide?
Ensures the mandates are followed
A high-level path to achieve the goal
An immediate solution to a known problem
Identifies what type of analysis should be performed
- Correct Answer: A high-level path to achieve the goal
7. Why is data design important in analytics?
It prevents data breaches.
It improves database linkages.
It defines the high-level business goals.
It makes the data readily available.
- Correct Answer: It makes the data readily available.
,8. What do visualization, strategy, problem orientation, correlation, and attention to detail
represent?
Features of report building
Aspects of an innovative environment
The mentoring skill set
Aspects of analytical thinking
- Correct Answer: Aspects of analytical thinking
9. What is the goal of the Prepare phase of data analysis in order to move to the next
phase?
To understand the problem
To explore the data
To communicate results
To build a timeline and collect data
- Correct Answer: To build a timeline and collect data
10. During a meeting, an analyst proposes multiple data-based solutions and the level of
effort required to implement each solution.
Which type of skill set has the analyst applied?
Management
Convergent thinking
Technical
Analytical
- Correct Answer: Analytical
11. In the data life cycle, which phase involves using data to solve problems, make good
decisions, and support business goals?
Manage
Plan
Capture
Analyze
- Correct Answer: Analyze
, 12. During the ____ phase of the data life cycle, a business decides what kind of data it
needs, how it will be managed, who will be responsible for it, and the optimal outcomes.
Archive
Manage
Capture
Planning
- Correct Answer: Planning
In the data life cycle, which phase involves gathering data from various sources and bringing it
into the organization?
Capture
Manage
Analyze
Archive
Capture
A dairy farmer decides to open an ice cream shop on her farm. After surveying the local
community about people's favorite flavors, she takes the data they provided and stores it in a
secure hard drive so it can be maintained safely on her computer. This is part of which phase of
the data life cycle?
Analyze
Manage
Archive
Plan
Manage
After opening the ice cream shop on her farm, the same dairy farmer then surveys the local
community about people's favorite flavors. She uses the data she collected to determine that
the top five flavors are strawberry, vanilla, chocolate, mint chip, and peanut butter. She feels
confident in her decision to sell these flavors. This is part of which phase of the data life cycle?
Analyze
Plan