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Q. Which AI technique is used in voice assistants like Alexa and Siri?

(A) Computer Vision

(B) NLP

(C) Reinforcement Learning

(D) Expert Systems

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Q. In a neural network, what does a hidden layer do?

(A) Takes input directly

(B) Processes intermediate computations

(C) Provides final output

(D) Stores the training data

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Q. Which neural network architecture is best for image processing?

(A) RNN

(B) CNN

(C) LSTM

(D) GAN

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Q. Which activation function is commonly used in deep learning?

(A) Sigmoid

(B) ReLU

(C) Tanh

(D) All of the above

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Q. What is a perceptron?

(A) A type of decision tree

(B) A type of neural network

(C) A single-layer neural network

(D) A deep neural network

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Q. Deep Learning is primarily based on

(A) Decision Trees

(B) Support Vector Machines

(C) Neural Networks

(D) Bayesian Networks

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Q. What is the main goal of clustering in machine learning?

(A) To label the data

(B) To find relationships in labeled data

(C) To group similar data points

(D) To create decision trees

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Q. In which type of learning does the system learn from past experiences and uses rewards and punishments?

(A) Supervised Learning

(B) Unsupervised Learning

(C) Reinforcement Learning

(D) Deep Learning

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Q. Which algorithm is used for classification problems?

(A) K-Means

(B) Decision Tree

(C) Linear Regression

(D) Apriori

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Q. What type of learning involves training a model using labeled data?

(A) Supervised Learning

(B) Unsupervised Learning

(C) Reinforcement Learning

(D) Semi-supervised Learning

#machine-learning #ai #artificial-intelligence

MCQ Feed

Q. Which AI technique is used in voice assistants like Alexa and Siri?

Q. In a neural network, what does a hidden layer do?

Q. Which neural network architecture is best for image processing?

Q. Which activation function is commonly used in deep learning?

Q. What is a perceptron?

Q. Deep Learning is primarily based on

Q. What is the main goal of clustering in machine learning?

Q. In which type of learning does the system learn from past experiences and uses rewards and punishments?

Q. Which algorithm is used for classification problems?

Q. What type of learning involves training a model using labeled data?

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