Question 1

Did you complete this activity?

Accepted Answer

Yes (CORRECT)

Question 2

What tasks can LLMs help data professionals perform? Select all that apply.

Accepted Answer

Exploratory data analysis (EDA), Building and evaluating models, Data cleaning (CORRECT)

Question 3

What are best practices for writing prompts for LLMs? Select all that apply.

Accepted Answer

Provide context, Be clear and concise in your instructions, Include a description of Bard’s role (CORRECT)

Question 4

Fill in the blank: Artificial intelligence is the development of _____ able to perform tasks that normally require human intelligence.

Accepted Answer

computer systems (CORRECT)

Question 5

In what way is building diverse teams an effective method for countering human bias in data work? Select all that apply.

Accepted Answer

It incorporates a wide range of perspectives. It yields more accurate project results. It promotes wider representation. (CORRECT)

Question 6

Data professionals can use AI to help them perform which of the following tasks? Select all that apply.

Accepted Answer

Create predictive models to forecast future events. Analyze large datasets. Automate time-consuming tasks such as data cleaning. (CORRECT)

Question 7

What tool can generate human-like text in response to a wide range of prompts and questions from data professionals?

Accepted Answer

Large language model (LLM) (CORRECT)

Question 8

How would a data professional practice active listening?

Accepted Answer

Allow others to share their points of view before offering a response (CORRECT)

Question 9

What is the main objective of data cleaning?

Accepted Answer

Remove anything that could cause an error during analysis (CORRECT)

Question 10

Which of the following are data engineer responsibilities? Select all that apply.

Accepted Answer

Ensure the data ecosystem offers reliable results, Manage infrastructure for data across the enterprise, Make data accessible (CORRECT)

Question 11

Fill in the blank: Insights or _____ team managers supervise an organization’s analytical strategy.

Accepted Answer

Analytics (CORRECT)

Question 12

Fill in the blank: Business intelligence engineers are responsible for organizing data and making it _____.

Accepted Answer

accessible (CORRECT)

Question 13

Which of the following statements accurately describes a RACI matrix? Select all that apply.

Accepted Answer

The acronym RACI stands for responsible, accountable, consulted, and informed. Someone who is labeled “consulted” is typically a subject matter expert who offers input on a task.  Someone who is labeled “informed” is kept aware of progress and the concerns of people working on a project. (CORRECT)

Question 14

A hiring supervisor considers whether a data team job candidate is committed to learning new skills. They want to hire someone who will continue to learn and grow as new technologies and regulations emerge. Which principle for data team building does this scenario describe?

Accepted Answer

Adaptability (CORRECT)

Question 15

What is the primary goal of active listening?

Accepted Answer

Improve mutual understanding (CORRECT)

Question 16

What does a data professional do when cleaning data? Select all that apply.

Accepted Answer

Remove unwanted data, Format data (CORRECT)

Question 17

Fill in the blank: Data engineers are responsible for managing _____ for data across the enterprise.

Accepted Answer

Infrastructure (CORRECT)

Question 18

Which data professionals are responsible for supervising an organization’s analytical strategy?

Accepted Answer

Insights or analytics team managers (CORRECT)

Question 19

Fill in the blank: Business intelligence engineers are responsible for _____ data and making it accessible.

Accepted Answer

organizing (CORRECT)

Question 20

A data professional establishes a procedure for documenting project notes, records, and metadata. Their objective is to add transparency and security to data teams and projects by examining and communicating about processes. Which of the principles for data team building does this scenario describe?

Accepted Answer

Accountability (CORRECT)

Question 21

Fill in the blank: A data professional practices active listening when they allow others to _____ before offering a response.

Accepted Answer

share their points of view (CORRECT)

Question 22

What tasks are involved in data cleaning? Select all that apply.

Accepted Answer

Eliminating structural errors and empty spaces, Tagging and consolidating duplicates, Removing irrelevant entries (CORRECT)

Question 23

Fill in the blank: Business intelligence engineers are responsible for organizing data and making it _____.

Accepted Answer

accessible (CORRECT)

Question 24

Fill in the blank: Data engineers are responsible for making data _____.

Accepted Answer

accessible (CORRECT)

Question 25

Which of the following are the responsibilities of insights or analytics team managers? Select all that apply.

Accepted Answer

Manage multiple groups, Supervise an organization’s analytical strategy (CORRECT)

Question 26

What type of data professional is responsible for organizing information and making it accessible?

Accepted Answer

Business intelligence engineer (CORRECT)

Question 27

What are the most common activities performed by technical data professionals? Select all that apply.

Accepted Answer

Machine learning, Statistical inference, Data analytics (CORRECT)

Course 1 – Foundations of Data Science

Module 3: Your Career as a Data Professional

GOOGLE ADVANCED DATA ANALYTICS PROFESSIONAL CERTIFICATE

Complete Coursera Study Guide

TABLE OF CONTENT

INTRODUCTION – Your Career as a Data Professional

Learning Objectives

PRACTICE QUIZ: ACTIVITY: WRITE PROMPTS FOR BARD

1. Did you complete this activity?

2. What tasks can LLMs help data professionals perform? Select all that apply.

3. What are best practices for writing prompts for LLMs? Select all that apply.

PRACTICE QUIZ: TEST YOUR KNOWLEDGE: TRAJECTORY OF THE FIELD

1. Fill in the blank: Artificial intelligence is the development of _____ able to perform tasks that normally require human intelligence.

2. In what way is building diverse teams an effective method for countering human bias in data work? Select all that apply.

3. Data professionals can use AI to help them perform which of the following tasks? Select all that apply.

4. What tool can generate human-like text in response to a wide range of prompts and questions from data professionals?

QUIZ: MODULE 3 CHALLENGE

1. How would a data professional practice active listening?

2. What is the main objective of data cleaning?

3. Which of the following are data engineer responsibilities? Select all that apply.

4. Fill in the blank: Insights or _____ team managers supervise an organization’s analytical strategy.

5. Fill in the blank: Business intelligence engineers are responsible for organizing data and making it _____.

6. Which of the following statements accurately describes a RACI matrix? Select all that apply.

7. A hiring supervisor considers whether a data team job candidate is committed to learning new skills. They want to hire someone who will continue to learn and grow as new technologies and regulations emerge. Which principle for data team building does this scenario describe?

8. What is the primary goal of active listening?

9. What does a data professional do when cleaning data? Select all that apply.

10. Fill in the blank: Data engineers are responsible for managing _____ for data across the enterprise.

11. Which data professionals are responsible for supervising an organization’s analytical strategy?

12. Fill in the blank: Business intelligence engineers are responsible for _____ data and making it accessible.

14. Fill in the blank: A data professional practices active listening when they allow others to _____ before offering a response.

15. What tasks are involved in data cleaning? Select all that apply.

16. Fill in the blank: Business intelligence engineers are responsible for organizing data and making it _____.

17. Fill in the blank: Data engineers are responsible for making data _____.

18. Which of the following are the responsibilities of insights or analytics team managers? Select all that apply.

19. What type of data professional is responsible for organizing information and making it accessible?

20. What are the most common activities performed by technical data professionals? Select all that apply.

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