Introduction to Deep Learning and Neural Networks
Introduction to Deep Learning and Neural Networks Quiz
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Question 1
Which neural network is commonly used for image classification tasks?
Recurrent Neural Network
Convolutional Neural Network
Feedforward Neural Network
Radial Basis Network
Question 2
Which type of neural network is best suited for sequential data like time series or text?
Convolutional Neural Network
Feedforward Neural Network
Recurrent Neural Network
Radial Basis Network
Question 3
Which activation function is commonly used in hidden layers of deep neural networks?
Softmax
Sigmoid
ReLU
Linear
Question 4
Which neural network type is mainly used for clustering or classification tasks?
Radial Basis Network
Recurrent Neural Network
Convolutional Neural Network
Deep Belief Network
Question 5
What is the main role of the hidden layers in a neural network?
Input data storage
Learning features
Data normalization
Output prediction
Question 6
Which component of a neural network adjusts weights during training?
Loss function
Optimizer
Activation function
Bias
Question 7
What is the purpose of the loss function in a neural network?
Normalize input data
Measure model performance
Store training history
Update weights
Question 8
Which layer is responsible for generating the final prediction in a neural network?
Input Layer
Hidden Layer
Output Layer
Dropout Layer
Question 9
Which technique is commonly used to prevent overfitting in neural networks?
Dropout
ReLU
Backpropagation
Softmax
There are 9 questions to complete.
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