Question 1

What is a significant concern regarding personal data in data science?

Accepted Answer

Data breaches

Answer

Increased data accuracy

Answer

Better data visualization

Answer

Automated data processing

Question 2

Which legislation is primarily aimed at protecting personal data in the European Union?

Accepted Answer

General Data Protection Regulation (GDPR)

Answer

Children's Online Privacy Protection Act (COPPA)

Answer

Health Insurance Portability and Accountability Act (HIPAA)

Answer

Fair Credit Reporting Act (FCRA)

Question 3

What is one of the primary ethical challenges in data science regarding data usage?

Accepted Answer

Informed consent

Answer

Data storage capacity

Answer

Algorithm efficiency

Answer

Data accuracy

Question 4

What is the term for the practice of using data without proper permission or in a deceptive manner?

Accepted Answer

Data exploitation

Answer

Data anonymization

Answer

Data aggregation

Answer

Data visualization

Question 5

Which of the following practices helps to protect individual privacy in data science?

Accepted Answer

Data anonymization

Answer

Data scraping

Answer

Data profiling

Answer

Data mining

Question 6

What does the term 'data minimization' refer to in the context of privacy protection?

Accepted Answer

Collecting only the data necessary for a specific purpose

Answer

Using big data analytics

Answer

Sharing data with third parties

Answer

Storing data indefinitely

Question 7

What is a primary risk associated with machine learning models handling sensitive data?

Accepted Answer

Model interpretability issues

Answer

Enhanced data security

Answer

Improved data accuracy

Answer

Faster data processing

Question 8

What is one of the main reasons for using encryption in data science?

Accepted Answer

To protect data confidentiality

Answer

To improve data speed

Answer

To enhance data visualization

Answer

To simplify data collection

Question 9

What is the role of 'data governance' in ensuring data privacy?

Accepted Answer

Establishing policies and standards for data management

Answer

Enhancing algorithm performance

Answer

Improving data collection methods

Answer

Increasing data storage capacity

Question 10

Which of the following practices can compromise user privacy in data science applications?

Accepted Answer

Tracking user behavior without consent

Answer

Collecting only necessary information

Answer

Using strong encryption methods

Answer

Anonymizing user data

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