Question 1

In which PACE stage would a data professional ask, “What are the goals of the project?”

Accepted Answer

Plan (CORRECT)

Question 2

Fill in the blank: In the _____ stage of the PACE model, a methodical examination of the data is conducted.

Accepted Answer

analyze (CORRECT)

Question 3

In the execute stage of the PACE model, what is shared with stakeholders?

Accepted Answer

The story told by the data (CORRECT)

Question 4

Did you complete this activity?

Accepted Answer

Yes (CORRECT)

Question 5

What information is most relevant to include in the email to the new data professional? Select all that apply.

Accepted Answer

An overview of the data team’s workflow, An invitation to ask follow-up questions, The accuracy goal for the visitation prediction model (CORRECT)

Question 6

What information is most relevant to include in the email to the new writer? Select all that apply.

Accepted Answer

An invitation to ask follow-up questions, The problem the project is addressing, The purpose and benefits of the visitation prediction project (CORRECT)

Question 7

Which element of communicative exchange involves thinking about the reason why the communication is taking place?

Accepted Answer

Purpose (CORRECT)

Question 8

To work successfully, PACE must be employed in a linear progression.

Accepted Answer

False (CORRECT)

Question 9

Fill in the blank: Regardless of the PACE workflow stage, _____ drives the framework through to project realization.

Accepted Answer

communication (CORRECT)

Question 10

Did you complete this activity?

Accepted Answer

Yes (CORRECT)

Question 11

What is the main goal of the project?

Accepted Answer

Predict vehicle failures before they occur (CORRECT)

Question 12

Approximately how long should it take to complete the planning and analysis stages of the project?

Accepted Answer

4-6 weeks (CORRECT)

Question 13

During which stages of the project should the team share project progress and findings with stakeholders? Select all that apply.

Accepted Answer

Executing, Analyzing, Constructing, Planning (CORRECT)

Question 14

Which deliverables are associated with the tasks of finalizing modeling and machine learning decisions, constructing a model, and testing machine learning techniques for accuracy? Select all that apply.

Accepted Answer

Machine learning model, Stakeholders updated (CORRECT)

Question 15

Which PACE stage involves acquiring new skills for data work?

Accepted Answer

Plan (CORRECT)

Question 16

Which PACE stage involves preparing data in order to reveal the stories data tells?

Accepted Answer

Analyze (CORRECT)

Question 17

What are some strategies to use when practicing active listening? Select all that apply.

Accepted Answer

Stay involved during meetings, Consider all viewpoints, Try to understand the speaker’s point of view (CORRECT)

Question 18

Fill in the blank: In the construct stage of the PACE model, data professionals build, interpret, and revise _____ and machine learning algorithms in order to uncover relationships within the data and unlock related insights.

Accepted Answer

models (CORRECT)

Question 19

A data professional uses their communication skills to present findings and share the story they have unlocked from the data with others. What stage of the PACE model does this scenario describe?

Accepted Answer

Execute (CORRECT)

Question 20

All communicative exchanges contain key elements. Which element involves considering the audience of a particular communication?

Accepted Answer

Receiver (CORRECT)

Question 21

Which of the following are best practices when communicating about data in a professional setting? Select all that apply.

Accepted Answer

Be efficient. Use proper punctuation. Use direct language. (CORRECT)

Question 22

In which stage of the PACE framework would a data professional prioritize effective communication with team members and stakeholders?

Accepted Answer

All four stages (CORRECT)

Question 23

What are some strategies to use when practicing active listening? Select all that apply.

Accepted Answer

Try to understand why an idea is being shared, Look beyond your personal or team goals, Verify your meeting notes with someone who also attended the meeting (CORRECT)

Question 24

Which section of a project proposal includes groupings of tasks within the project, which break up the work into more manageable goals?

Accepted Answer

Milestones (CORRECT)

Question 25

In the plan stage of the PACE model, what questions might a data professional ask themself? Select all that apply.

Accepted Answer

What are the goals of the project? What strategies will be needed? How will the business or operation be affected by the plan? (CORRECT)

Question 26

A data professional uses their communication skills to give recommendations based on data findings to internal and external stakeholders. What stage of the PACE model does this scenario describe?

Accepted Answer

Execute (CORRECT)

Question 27

Which of the following are best practices when communicating? Select all that apply.

Accepted Answer

Draft messages using proper grammar. Aim to minimize wordiness. Strive for clarity. (CORRECT)

Question 28

Fill in the blank: Effective _____ is used to improve the workflow in all PACE framework stages.

Accepted Answer

communication (CORRECT)

Question 29

All communicative exchanges contain key elements. Which element involves considering why the communication is taking place?

Accepted Answer

Purpose (CORRECT)

Question 30

Which section of a project proposal is a brief explanation of what the project is trying to achieve?

Accepted Answer

Project objective (CORRECT)

Question 31

What stage of the PACE model begins with identifying the informational needs of the organization?

Accepted Answer

Plan (CORRECT)

Question 32

Fill in the blank: In the construct stage of the PACE model, data professionals build, interpret, and revise models and _____ in order to uncover relationships within the data and unlock related insights.

Accepted Answer

machine learning algorithms (CORRECT)

Question 33

Which of the following are best practices when communicating? Select all that apply.

Accepted Answer

When drafting a message, keep vocabulary simple. Strive to avoid unnecessary details. Break complex ideas into shorter sentences. (CORRECT)

Question 34

All communicative exchanges contain key elements. Which element involves considering how one’s personal biases might affect their communication?

Accepted Answer

Sender (CORRECT)

Question 35

What does the acronym PACE stand for?

Accepted Answer

Plan, analyze, construct, and execute (CORRECT)

Question 36

Which element of communicative exchange refers to crafting a message or communication?

Accepted Answer

Sender (CORRECT)

Question 37

Fill in the blank: During the lessons involving career resources, you will be operating in the _____ stage as you collect information about your future as a data professional.

Accepted Answer

Planning (CORRECT)

Course 1 – Foundations of Data Science

Module 4: Data Applications And Workflow

GOOGLE ADVANCED DATA ANALYTICS PROFESSIONAL CERTIFICATE

Complete Coursera Study Guide

TABLE OF CONTENT

INTRODUCTION – Data Applications And Workflow

Learning Objectives

TEST YOUR KNOWLEDGE: THE DATA PROJECT WORKFLOW

1. In which PACE stage would a data professional ask, “What are the goals of the project?”

2. Fill in the blank: In the _____ stage of the PACE model, a methodical examination of the data is conducted.

3. In the execute stage of the PACE model, what is shared with stakeholders?

PRACTICE QUIZ: COMMUNICATE WITH STAKEHOLDERS IN DIFFERENT ROLES

1. Did you complete this activity?

2. What information is most relevant to include in the email to the new data professional? Select all that apply.

3. What information is most relevant to include in the email to the new writer? Select all that apply.

TEST YOUR KNOWLEDGE: ELEMENTS OF COMMUNICATION

1. Which element of communicative exchange involves thinking about the reason why the communication is taking place?

2. To work successfully, PACE must be employed in a linear progression.

3. Fill in the blank: Regardless of the PACE workflow stage, _____ drives the framework through to project realization.

PRACTICE QUIZ: CREATE A PROJECT PROPOSAL

1. Did you complete this activity?

2. What is the main goal of the project?

3. Approximately how long should it take to complete the planning and analysis stages of the project?

4. During which stages of the project should the team share project progress and findings with stakeholders? Select all that apply.

5. Which deliverables are associated with the tasks of finalizing modeling and machine learning decisions, constructing a model, and testing machine learning techniques for accuracy? Select all that apply.

Test Your Knowledge: Communicate Like a Data Professional

1. Which PACE stage involves acquiring new skills for data work?

2. Which PACE stage involves preparing data in order to reveal the stories data tells?

QUIZ: MODULE 4 CHALLENGE

1. What are some strategies to use when practicing active listening? Select all that apply.

2. Fill in the blank: In the construct stage of the PACE model, data professionals build, interpret, and revise _____ and machine learning algorithms in order to uncover relationships within the data and unlock related insights.

3. A data professional uses their communication skills to present findings and share the story they have unlocked from the data with others. What stage of the PACE model does this scenario describe?

4. All communicative exchanges contain key elements. Which element involves considering the audience of a particular communication?

5. Which of the following are best practices when communicating about data in a professional setting? Select all that apply.

6. In which stage of the PACE framework would a data professional prioritize effective communication with team members and stakeholders?

7. What are some strategies to use when practicing active listening? Select all that apply.

8. Which section of a project proposal includes groupings of tasks within the project, which break up the work into more manageable goals?

9. In the plan stage of the PACE model, what questions might a data professional ask themself? Select all that apply.

10. A data professional uses their communication skills to give recommendations based on data findings to internal and external stakeholders. What stage of the PACE model does this scenario describe?

11. Which of the following are best practices when communicating? Select all that apply.

12. Fill in the blank: Effective _____ is used to improve the workflow in all PACE framework stages.

13. All communicative exchanges contain key elements. Which element involves considering why the communication is taking place?

14. Which section of a project proposal is a brief explanation of what the project is trying to achieve?

15. What stage of the PACE model begins with identifying the informational needs of the organization?

16. Fill in the blank: In the construct stage of the PACE model, data professionals build, interpret, and revise models and _____ in order to uncover relationships within the data and unlock related insights.

17. Which of the following are best practices when communicating? Select all that apply.

18. All communicative exchanges contain key elements. Which element involves considering how one’s personal biases might affect their communication?

19. What does the acronym PACE stand for?

20. Which element of communicative exchange refers to crafting a message or communication?

21. Fill in the blank: During the lessons involving career resources, you will be operating in the _____ stage as you collect information about your future as a data professional.

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