Artificial Intelligence (AI) MCQs with answers Page - 20

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. Which of these algorithms can be used for regression?

  • (A) Naive Bayes
  • (B) Logistic Regression
  • (C) Decision Tree
  • (D) K-Means

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Q. Which of the following is true about unsupervised learning?

  • (A) It requires labeled data
  • (B) It requires output values
  • (C) It finds hidden patterns in data
  • (D) It uses rewards for learning

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Q. What is the first step in developing a machine learning model?

  • (A) Model evaluation
  • (B) Data collection and preprocessing
  • (C) Hyperparameter tuning
  • (D) Deployment

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Q. Which of these is a generative model in deep learning?

  • (A) CNN
  • (B) RNN
  • (C) GAN
  • (D) SVM

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Q. Which of these is a real-world application of NLP?

  • (A) Face detection
  • (B) Text summarization
  • (C) Self-driving cars
  • (D) Object recognition

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Q. What does 'one-hot encoding' do?

  • (A) Normalizes data
  • (B) Converts categorical values to binary vectors
  • (C) Reduces dimensionality
  • (D) Increases data complexity

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Q. Which component of an AI system interacts with the environment?

  • (A) Classifier
  • (B) Actuator
  • (C) Feature extractor
  • (D) Optimizer

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Q. What is an epoch in machine learning?

  • (A) A type of loss function
  • (B) One complete pass over the training dataset
  • (C) A type of model
  • (D) A layer in neural networks

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Q. Which AI method is used in game-playing bots like AlphaGo?

  • (A) Unsupervised Learning
  • (B) Deep Reinforcement Learning
  • (C) Transfer Learning
  • (D) Linear Regression

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Q. Which function is used to calculate the error in regression tasks?

  • (A) Cross Entropy Loss
  • (B) Hinge Loss
  • (C) Mean Squared Error
  • (D) Softmax

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