CNN Concepts Quiz
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CNN Concepts Quiz

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@ValiantTundra6433

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Questions and Answers

What is the primary purpose of a CNN?

  • Processing and analyzing numerical data
  • Processing and analyzing visual data (correct)
  • Processing and analyzing textual data
  • Processing and analyzing audio data

    • What are the core building blocks of CNNs?

  • Fully connected layers
  • Recurrent layers
  • Normalization layers
  • Convolutional layers (correct)

    • What is the purpose of pooling layers in CNNs?

  • To increase the spatial dimensions of the input volume
  • To remove convolutional layers
  • To add more parameters to the network
  • To downsample the spatial dimensions of the input volume (correct)

    • What operation is performed by convolutional layers in CNNs?

    <p>Sliding the filter over the input data and computing the dot product</p> Signup and view all the answers

    Which type of data is CNN particularly well-suited for processing?

    <p>Grid-like data, such as images</p> Signup and view all the answers

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