Practical Deep Learning and Dataset Development Quiz
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Questions and Answers

In the context of classification, what is a label?

  • Numeric output of a machine learning model
  • A type of feature vector
  • A visual representation of data
  • Identifier used to represent classes (correct)

    • What is the most crucial part of building a successful machine learning model?

  • Developing a proper dataset (correct)
  • Optimizing computational resources
  • Choosing the right machine learning algorithm
  • Creating a visually appealing user interface

    • What type of data do machine learning models take as inputs?

  • Features (correct)
  • Classified data
  • Feature vectors
  • Labels

    • What do machine learning models deliver as output in the case of a classifier?

    <p>A label</p> Signup and view all the answers

    What is the common representation for classes in practice?

    <p>Integers starting with 0</p> Signup and view all the answers

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