
Deep Learning
Flashcard
•
Computers
•
University
•
Practice Problem
•
Hard
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9 questions
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1.
FLASHCARD QUESTION
Front
Why are activation functions important in neural networks?
Back
They add non-linearity to the model
2.
FLASHCARD QUESTION
Front
Convolutional neural networks are especially useful for what task?
Back
Image classification
3.
FLASHCARD QUESTION
Front
The softmax activation function can be used in the output layer of multi-class classification neural network
Back
True
4.
FLASHCARD QUESTION
Front
Which process is used to fit neural networks?
Back
Backpropogation
5.
FLASHCARD QUESTION
Front
What popular hidden node activation function assigns an output of 0 to negative inputs?
Back
ReLU
6.
FLASHCARD QUESTION
Front
In which of the following scenarios should deep learning be used?
Options:
We have a small sample size,
Maximum accuracy is our only concern,
We need to understand the relationship between input and output,
The relationship between our X and Y is roughly linear
Back
Maximum accuracy is our only concern
7.
FLASHCARD QUESTION
Front
When fitting a neural network, we should always interpolate the data if the results are similar to a simpler, non-interpolated model
Back
False
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