Deep Learning Quiz

What is the difference between Artificial Intelligence, Machine Learning, and Deep Learning?

• AI is a subset of ML, which is a subset of DL

• AI is a subset of DL, which is a subset of ML

• ML is a subset of AI, which is a subset of DL

• DL is a subset of AI, which is a subset of ML

What is the basic building block of a neural network?

• Axon

• Dendrite

• Synapse

• Neuron

Which type of activation function is commonly used in neural networks?

• Linear function

• Sigmoid function

• Step function

• Exponential function

What is the purpose of gradient descent optimization in neural networks?

• To maximize the loss function

• To minimize the loss function

• To minimize the accuracy

• To maximize the accuracy

How is the number of epochs to train a neural network determined?

• By monitoring the validation loss

• By random selection

• By trial and error

• By using a fixed number

What is the main task of a convolutional neural network (CNN)?

• Speech recognition

• Text generation

• Music composition

• Image classification

What is the purpose of regression in machine learning?

• To classify data into categories

• To predict continuous values

• To identify outliers in the data

• To reduce the dimensionality of data

What is the main objective of reinforcement learning?

• To minimize the reward function

• To maximize the loss function

• To minimize the accuracy

• To optimize a predefined objective function