What is the primary purpose of a data sharing agreement?

To ensure that the data is stored in a specific cloud provider.

To guarantee that the data is accurate and free of errors.

To provide a technical specification for data formats and storage.

To define the terms and conditions under which data can be shared, including usage rights and compliance requirements.

Which of the following is a key element typically included in a data sharing agreement?

The preferred programming language for data processing

The name of the data scientist who will analyze the data

What is a key legal and ethical consideration when web scraping?

Using the fastest possible scraping speed.

Respecting the website's terms of service and robots.txt file.

Ignoring the website's copyright notice.

Scraping all data regardless of sensitivity.

CertNexusCertified Data Science Practitioner (CDSP)

Domain 2Objective 1

Objective 2.1 Gather Data Sets CERTIFIED-DATA-SCIENCE-PRACTITIONER Practice Questions (Page 2)

Part of the 2.0 Extracting, Transforming, and Loading Data domain, which accounts for 17-25% of the CERTIFIED-DATA-SCIENCE-PRACTITIONER exam.

39questions here

8free pages

15concepts

17-25%of the exam

15 Concepts in This Objective

Read Data from Various Sources
SQL Query Writing
NoSQL Query Writing
Cloud Storage Integration
First-, Second-, and Third-Party Data Sources
Data Collection Methods
Data Sharing Agreements
Exploring Third-Party Data Availability
Collecting Open-Source Data
Using APIs for Data Collection
Web Scraping
Generating Dummy or Test Data
Generating Randomized Data
Generating Anonymized Data
Generating AI-Generated Synthetic Data

Questions 6–10

6foundation · easy
Which of the following is a common tool used for web scraping?
Select an answer first
7foundation · easy
What is the primary purpose of a data sharing agreement?
Select an answer first
8foundation · easy
Which of the following is a key element typically included in a data sharing agreement?
Select an answer first
9foundation · easy
What is a key legal and ethical consideration when web scraping?
Select an answer first
10foundation · easy
Which anonymization technique replaces specific values with broader categories, such as replacing exact age with an age range?
Select an answer first

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Objective 2.1 Gather Data Sets CERTIFIED-DATA-SCIENCE-PRACTITIONER Practice Questions (Page 2)

Questions 6–10

Which of the following is a common tool used for web scraping?

What is the primary purpose of a data sharing agreement?

Which of the following is a key element typically included in a data sharing agreement?

What is a key legal and ethical consideration when web scraping?

Which anonymization technique replaces specific values with broader categories, such as replacing exact age with an age range?

Keep studying — 2.0 Extracting, Transforming, and Loading Data