ai MCQs

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

Q. Which algorithm is used for classification problems?

(A) K-Means

(B) Decision Tree

(C) Linear Regression

(D) Apriori

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

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

Q. Deep Learning is primarily based on

(A) Decision Trees

(B) Support Vector Machines

(C) Neural Networks

(D) Bayesian Networks

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

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

(A) Sigmoid

(B) ReLU

(C) Tanh

(D) All of the above

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

(A) RNN

(B) CNN

(C) LSTM

(D) GAN

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

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

(A) Computer Vision

(B) NLP

(C) Reinforcement Learning

(D) Expert Systems

#ai Tag

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

Q. Which algorithm is used for classification problems?

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

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

Q. Deep Learning is primarily based on

Q. What is a perceptron?

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

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

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

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

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