Deep Learning Lecture 14 Review Quiz
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Questions and Answers

Which type of machine learning algorithm can be used without labeled data?

  • Supervised Learning
  • Unsupervised Learning (correct)
  • Semi-Supervised Learning
  • Reinforcement Learning

    • What is the purpose of the development ('dev', 'validation') set in training and evaluation?

  • Making design decisions (correct)
  • Testing final scenarios
  • Learning of parameters
  • System creation

    • In machine learning, what does underfitting refer to?

  • Model fitting the training data perfectly but failing on test data
  • Model showing high variance in predictions
  • Model not able to obtain a sufficiently low error value on the training data (correct)
  • Model overgeneralizing the training data

    • Which type of neural network is commonly used for processing sequential data like text and time series?

    <p>Recurrent Neural Network (RNN)</p> Signup and view all the answers

    What does the test set represent in the context of machine learning?

    <p>'Dataset reflecting the final test scenario, not used for making design decisions</p> Signup and view all the answers

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