TensorFlow Quiz Questions and Answers

Why Data API are used

Answer :
  • Ingesting a large dataset and preprocessing it efficiently

What is the objective of this command dataset.repeat(3).batch(7)

Answer :
  • repeat() function repeat all the elements 3 times and then create the batch in such a way that each batch will have 7 elements

A tensor is a multidimensional array that can have more than 2 axes as well.

Answer :
  • Correct

Due to the transformations that the data goes through when traversing an RNN, some information is lost at each time step.

Answer :
  • Correct

In which keras API an instance of the Sequential class is created and model layers are created and added to it?

Answer :
  • Sequential API

Activation functions are mathematical equations that determine the output of a neural network.

Answer :
  • Correct

What type of RNN is this? "At each training iteration the model starts with a hidden state full of zeros"

Answer :
  • Stateless RNNs

In which type of neural network, two neural networks contesting with each other?

Answer :
  • GAN

The main focus of what type of neural network is to generate data from scratch, mostly images but other domains, including music have been done?

Answer :
  • GAN

Which neural network takes a random distribution as input (typically Gaussian) and outputs some data?

Answer :
  • Generator