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Exam Details
- Format: Multiple Choice Question
- Questions: 10
- Passing Score: 8/10 or 80%
- Language: English
Here are the questions and answers :
When did deep learning start?
1943
1962
1978
1989
Who is father of deep learning?
Ilya Sutskever
David Rumelhart
Alex Krizhevsky
Frank Rosenblatt
How many layers Deep learning algorithms are constructed?
2
3
4
5
Which of the following is a subset of machine learning?
SciPy
Numpy
Deep Learning
All of the above
The Deep Learning first layer is called the?
hidden layer
outer layer
inner layer
None of the above
Assume that your machine has a large enough RAM dedicated to training neural networks. Compared to using stochastic gradient descent for your optimization, choosing a batch size that fits your RAM will lead to::
a more precise but slower update.
a less precise but faster update.
a less precise and slower update.
a more precise and faster update.
Which of the following methods DOES NOT prevent a model from overfitting to the training set?
Dropout
Pooling
Early stopping
Data augmentation
In which of the following applications can we use deep learning to solve the problem?
Protein structure prediction
Detection of exotic particles
Prediction of chemical reactions
All of the above
Which of the following statements is true when you use 1×1 convolutions in a CNN?
It can be used for feature pooling
It can help in dimensionality reduction
It suffers less overfitting due to small kernel size
All of the above
RNNs stands for?
Recurrent Neural Networks
Report Neural Networks
Receives Neural Networks
Recording Neural Networks
