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Which of the following best describes supervised learning in AI?

easy🧠 Conceptual Q2 of 15
AI for Everyone - What is Artificial Intelligence
Which of the following best describes supervised learning in AI?
ALearning by trial and error without any guidance
BLearning from labeled examples where the correct answer is known
CLearning by randomly guessing answers
DLearning only from unlabeled data
Step-by-Step Solution
Solution:
  1. Step 1: Define supervised learning

    Supervised learning uses data where each example has a label or correct answer.
  2. Step 2: Match description to options

    Learning from labeled examples where the correct answer is known matches because it mentions learning from labeled examples with known answers.
  3. Final Answer:

    Learning from labeled examples where the correct answer is known -> Option B
  4. Quick Check:

    Supervised learning = Labeled data learning [OK]
Quick Trick: Supervised means learning with known correct answers [OK]
Common Mistakes:
MISTAKES
  • Confusing supervised with unsupervised learning
  • Thinking labels are not needed
  • Assuming random guessing is learning

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