STTP Covid-19 Data Analysis using Deep Learning

1. Which of the following is a subset of machine learning?

• Numpy

• SciPy

• Deep Learning

• All of the above

2. How many layers Deep learning algorithms are constructed?

• 2

• 3

• 4

• 5

3. CNN is mostly used when there is an?

• structured data

• unstructured data

• both the above

• None of the above

4. Suppose your input is a 300 by 300 color (RGB) image, and you are not using a convolutional network. If the first hidden layer has 100 neurons, each one fully connected to the input, how many parameters does this hidden layer have (including the bias parameters)?

• 9,000,001

• 9,000,100

• 27,000,001

• 27,000,100

5. You have an input volume that is 63x63x16, and convolve it with 32 filters that are each 7x7, using a stride of 2 and no padding. What is the output volume?

• 16x16x32

• 29x29x16

• 29x29x32

• 16x16x16

6. Because pooling layers do not have parameters, they do not affect the backpropagation (derivatives) calculation.

• Ture

• False

7. Which of the following more number of computation cores.

• CPU

• GPU

• AMD

• ARM

8. Which of the following is not an activation function?

• ReLU

• Tanh

• Sigmoid

• SGD

9. How many max inputs can be given to one neuron?

• 2

• 5

• 36

• None of the above

10. which CNN has more layers?

• Resnet-101

• Lenet

• Googlenet

• Alexnet