Câu hỏi về Trí tuệ Nhân tạo

In which field is AI most commonly used?

• Healthcare

• Manufacturing

• Agriculture

• Services

What part of AI is machine learning?

• Hardware

• Software

• Both

• None

What model does deep learning rely on to learn?

• Statistical model

• Linear model

• Neural network

• Logic model

What is the main purpose of machine learning?

• Programming computers to perform specific tasks

• Training computers to learn from data

• Creating computers with artificial intelligence

• Optimizing machine learning algorithms

What does a neural network do in deep learning?

• Reduce data size

• Increase model accuracy

• Create predictive models

• Simulate the structure of the human brain

What does the term 'overfitting' refer to in machine learning?

• Model not fitting the training data

• Model fitting well to training data but not generalizing to new data

• Model not learning from data

• Model fitting well to training data and generalizing well to new data

What is 'bias' in machine learning?

• Error between prediction and actual value

• Complexity of the model

• Generalization of the model

• Difference between training data and test data

What is the 'dropout' method in deep learning?

• Technique to reduce overfitting by randomly removing a number of neurons in the neural network during training

• Technique to reduce the size of the neural network

• Technique to increase learning from new data

• Technique to increase the size of the neural network

In deep learning, what is an 'activation function'?

• A function used to transform the input of a neural network into output

• A function to calculate the gradient

• A function to reduce overfitting

• A function to optimize the weights of the neural network

In machine learning, what does the term 'unsupervised learning' refer to?

• The process of learning from labeled data

• The process of learning from unlabeled data

• The process of learning from feedback from the environment

• The process of learning from raw data