Artificial Intelligence Fundamentals
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Questions and Answers

What is the primary distinction between structured and unstructured data?

  • The size of the data
  • The organisation of the data (correct)
  • The level of complexity in the data
  • The type of machine learning algorithm used

What is the main concern with bias in AI systems?

  • It leads to faster processing times
  • It is a necessary component of machine learning
  • It improves the accuracy of the system
  • It may exclude certain minority groups or views (correct)

What is the primary function of neural networks in AI systems?

  • To generate random numbers for data processing
  • To classify information in a hierarchical manner
  • To classify information in the same way a human brain does (correct)
  • To improve the speed of data processing

What is the relationship between machine learning and artificial intelligence?

<p>Machine learning is a subset of artificial intelligence (B)</p> Signup and view all the answers

What is the primary component of digital pictures?

<p>Pixels (C)</p> Signup and view all the answers

How does the number of bits used to represent colour in a pixel affect the colour resolution?

<p>It increases the number of colours that can be represented exponentially (B)</p> Signup and view all the answers

What is the primary goal of machine learning algorithms in AI systems?

<p>To learn from real-time data and improve task performance (D)</p> Signup and view all the answers

What is the primary concern with biased training data in AI systems?

<p>It may exclude certain minority groups or views (C)</p> Signup and view all the answers

What is the primary function of pixels in digital pictures?

<p>To represent colours and create images (D)</p> Signup and view all the answers

How do AI systems recognize facial patterns in images?

<p>By calculating the distances between points on a face (C)</p> Signup and view all the answers

What is the primary difference between neural networks and machine learning?

<p>Neural networks classify information like the human brain, while machine learning is a subset of AI (D)</p> Signup and view all the answers

What is the primary role of ethics in AI systems?

<p>To ensure fairness and unbiased outcomes (B)</p> Signup and view all the answers
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