Y12 EC Data Science Wk4 Lesson

AI can process large amounts of data quickly.

AI may rely on flawed data, leading to unfair decisions.

AI can work 24/7 without breaks.

AI helps in automating mundane tasks.

Privacy

Consent

Data security

All of the above

Points of interest may be more densely located in cities, favoring players in urban areas over players in rural areas.

Some players may engage in trespassing, favoring players in urban areas over players in rural areas.

Special items may not be useful to all players, favoring players in urban areas over players in rural areas.

Weather conditions may be unpredictable, favoring players in urban areas over players in rural areas.

Data Collection

Data Analysis

Scenario Questions

Project Management

An AI system plays chess at a world champion level.

An AI system recommends jobs to applicants based on gender.

An AI system efficiently sorts data into categories.

An AI system uses solar power to operate.

It provides information about data

It ensures data quality

It facilitates better data governance

All of the above

Bias

Accuracy

Metadata

Copyright

HealthTrack Solutions

Activity 24

Page 74

Scenario Analysis

Give up on solving the problem.

Blame the team members for the failure.

Evaluate the results and iterate for improvement.

Skip the evaluation and try a new solution immediately.

To promote the company’s products

To ensure compliance with data protection laws

To manage the company’s financial accounts

To oversee employee recruitment

Data Protection Act 1998

Privacy Act 1988

Information Security Act 2000

Consumer Privacy Act 1995

Collection and use of personal information

Governance and accountability

Rights of individuals

All of the above

To oversee data protection laws

To enforce the Privacy Act

To investigate complaints

All of the above

Informed Consent

Cultural Respect

Control and Ownership

Empowerment

Code Set is part of Code Value

Code Value is part of Code Set

Code Set contains Code Value

Code Value contains Code Set

server space

cost reduction

data scrubbing

database objects

It helps in reading data only

It is essential for analyzing curated data

It is not important

It only involves creating data

Short-term data reflects immediate reactions

Long-term data indicates stable trends

Short-term data is less reliable

Long-term data is always accurate

Social media trends

Personal opinions

Cultural norms

Historical events

A well-organized data repository

A disorganized data repository

A type of data management software

A method for data retrieval

Ethical use of data

Data privacy concerns

Impact on social behavior

All of the above