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Artificial Intelligence (GCSE Computing)

The following is a GCSE Computing test covering 'Artificial Intelligence' from the broader topic 6. Automated And Emerging Technologies. The test is geared towards the CAMBRIGE-IGCSE exam board style syllabus.
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Below a typical questions that will be covered in this test. You final score will be logged on your account

What is an example of an ethical concern with AI systems?
What is explainable AI (XAI)?
Why is data labeling important for supervised learning?
Which of the following is an example of a feature in a dataset?
Which metric is most affected by class imbalance and gives the proportion of correctly predicted positives among all predicted positives?
Which of the following best describes a bias in an AI system?
What is an adversarial example in the context of machine learning?
What is an example of an emerging technology that often uses AI?
What distinguishes unsupervised learning from supervised learning?
Which is a common loss function used for regression problems?
What is the role of a validation set during model development?