Artificial Intelligence (AI) MCQs with answers Page - 9

Here, you will find a collection of MCQ questions on Artificial Intelligence (AI). Go through these questions to enhance your preparation for upcoming examinations and interviews.

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Q. What does a low bias and high variance indicate?

  • (A) Underfitting
  • (B) Overfitting
  • (C) Good generalization
  • (D) High accuracy

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Q. What is the main goal of supervised learning?

  • (A) To group unlabeled data
  • (B) To generate new data
  • (C) To predict output from labeled input
  • (D) To process audio files

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Q. Which type of machine learning is used in clustering tasks?

  • (A) Supervised Learning
  • (B) Unsupervised Learning
  • (C) Reinforcement Learning
  • (D) Deep Learning

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Q. Which of the following is a generative model?

  • (A) Support Vector Machine
  • (B) Naive Bayes
  • (C) Decision Tree
  • (D) Random Forest

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Q. Which one is a real-world example of NLP?

  • (A) Image recognition
  • (B) Voice assistants
  • (C) Weather forecasting
  • (D) Anomaly detection

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Q. Which term refers to the output value predicted by a regression model?

  • (A) Class
  • (B) Cluster
  • (C) Label
  • (D) Continuous Value

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Q. Which is NOT an activation function?

  • (A) Sigmoid
  • (B) ReLU
  • (C) Tanh
  • (D) SoftSort

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Q. Which technique helps in evaluating model performance using multiple splits of data?

  • (A) Cross-validation
  • (B) Backpropagation
  • (C) Feature Encoding
  • (D) Normalization

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Q. Which language is most commonly used for AI and machine learning?

  • (A) PHP
  • (B) C
  • (C) Python
  • (D) HTML

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Q. Which one of the following describes reinforcement learning correctly?

  • (A) Learning from labeled data
  • (B) Learning from clusters
  • (C) Learning from feedback in the form of rewards
  • (D) Learning from decision trees

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