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</p> Signup and view all the answers

    What is the primary component of digital pictures?

    <p>Pixels</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</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</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</p> Signup and view all the answers

    What is the primary function of pixels in digital pictures?

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

    What is the primary role of ethics in AI systems?

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

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