WorksheetsDeep Learning quiz 2
Total questions: 12
Worksheet time: 12mins
Batch normalization helps to prevent?
Activation function to become too high or low
The training speed to become too slow
Both A and B
None
Convolutional Neural Network is used in?
Image classification
Text Classification
Computer vission
All of the above
Which of the following Neural networks has a memory?
1D CNN
2D CNN
LSTM
None
In Neural Networks, which of the following causes the loss not to decrease faster?
Stuck at a local minima
High regularization parameter
Slow learning rate
All of the above
Which of the following activation function can not be used in the output layer of an image classification model?
ReLu
Softmax
Sigmoid
None
Suppose you are having a dataset from where you have to predict three classes. Then which of the following configuration should you use in the output layer?
Activation function = softmax, loss function = cross entropy
Activation function = sigmoid, loss function = cross entropy
Activation function = softmax, loss function = mean squared error
Activation function = sigmoid, loss function = mean squared error
Which of the following is true about bias?
Bias is inherent in any predictive model
Bias impacts the output of the neurons
Both A and B
None
Neural Networks can be used in?
Regression problems
Classification problems
Clustering problems
All of the above
In classification problem, which of the following activation function is most widely used in the output layer of the neural networks?
Sigmoid function
Hyperbolic function
Rectifier function
All of the above
Which of the following steps can be taken to prevent overfitting in Neural Networks?
Dropout Neurons
Early Stopping
Batch Normalization
All of the above
Which of the following deep learning models uses back propagation?
Convolutional Neural Network
Multiplayer Perception Network
Recurrent Neural Network
All of the above
AND
NAND (meaning "NOT AND")
OR
XOR
