Quiz - Kelompok 11

What does CSV stand for?

• Comma Separated Values

• Car Sold Values

• Car State Values

• None of the above

In the data set what represents an attribute or feature?

• Row

• Column

• Each element in the data set

Consider the dataframe "df". Which method provides the summary statistics?

• df.describe()

• df.head()

• df.tail()

• df.summary()

What is the minimum possible value of Pearson's Correlation :

• 1

• 100

• -1

What statement is true about Polynomial linear regression

• Polynomial linear regression is not linear in any way

• Although the predictor variables of Polynomial linear regression are not linear the relationship between the parameters or coefficients is linear.

• Polynomial linear regression uses wavelets

Select the reason(s) for using a Deep Neural Network

• Some patterns are very complex and can't be deciphered precisely by alternate means

• Deep Nets are great at recognizing patterns and using them as building blocks in deciphering inputs

• We finally have the technology - GPUs - to accelerate the training process by several folds of magnitude

• All of the above

For Unsupervised Learning, which of the following deep nets would you choose?

• Autoencoder or Restricted Boltzmann Machines

• Deep Belief Nets

• Convolutional Nets

• Recurrent Nets

Which of the following is a good application of an RNTN?

• If the patterns change through time

• For general classification problems

• If there is an unknown hierarchy inherent in the input features

• For Supervised Fine-tuning

• To determine the relative importance in the input features

Which of the following is not an aspect of a deep net platform?

• Choice of deep net models

• Ability to integrate data from multiple sources

• Manage deep net models from the UI

• Under the hood performance enhancements to allow for fast training and execution

• Deriving the optimal hyper-parameter configuration

What are the different aspects of a Deep Learning Library?

• They are a set of pre-built functions and modules that you can call through your own programs

• Usually maintained by high-performance teams and are regularly updated

• Most are open source and have a large community that contribute to the code base

• All of above.