True or False: Using data from random websites on the internet is advisable for AI projects.

False. Random websites may contain inaccurate data, making it unreliable for AI projects.

Explain how government open data portals contribute to data acquisition.

Government data portals enhance data acquisition.

• Provide reliable datasets.

• Support various AI projects.

• Ensure data authenticity.

What are the key features of system maps in understanding complex systems?

Key features of system maps.

• Interconnected elements showcase relationships.

• Loops indicate cause-and-effect dynamics.

• Arrow lengths show time delays involved.

How do time delays in system maps influence our understanding of system dynamics?

Time delays affect system understanding.

• Indicate response timing in systems.

• Show effect of interventions clearly.

• Help model dynamic interactions effectively.

True or False: The nature of relationships in a system map can only be positive.

False. Relationships can be both positive and negative, as indicated by '+' and '-' signs.

What types of data features might be necessary for a project aimed at salary prediction?

Necessary data features could include the previous salary amount, increment percentage, time period of increments, and any bonuses received.

Describe the importance of authentic data in AI project success.

Authentic data is crucial for AI.

• Ensures accurate learning outcomes.

• Improves prediction reliability significantly.

• Reduces risks of model failure.