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Sticky Note
Which of the following is used to prevent overfitting by penalizing large weights?
  1. Tokenization
  2. Regularization
  3. Padding
  4. Pooling
Explanation

Regularization (L1/L2) penalizes large weights to improve generalization.

Related MCQs

Which type of machine learning uses labeled data?
  1. Unsupervised Learning
  2. Deep Learning
  3. Supervised Learning
  4. Reinforcement Learning
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What does 'AI' stand for?
  1. Adaptive Interface
  2. Augmented Information
  3. Artificial Intelligence
  4. Automated Intelligence
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Who is widely regarded as the 'Father of Artificial Intelligence'?
  1. John McCarthy
  2. Marvin Minsky
  3. Geoffrey Hinton
  4. Alan Turing
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The Turing Test is used to evaluate a machine's ability to:
  1. Translate languages
  2. Compute fast
  3. Exhibit human-like intelligence
  4. Store data
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Which of the following is an example of Narrow AI?
  1. Artificial General Intelligence
  2. A spam email filter
  3. A self-aware robot
  4. A conscious machine
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