Deep Learning Basics
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Questions and Answers

Which type of machine learning method is deep learning based on?

  • Supervised learning
  • Semi-supervised learning
  • Unsupervised learning (correct)
  • Reinforcement learning

    • What does the term 'deep' in deep learning refer to?

  • The complexity of the training data
  • The speed of the learning process
  • The size of the training dataset
  • The use of multiple layers in the network (correct)

    • Which type of neural network architecture is commonly used in computer vision?

  • Transformers
  • Convolutional neural networks (correct)
  • Deep belief networks
  • Recurrent neural networks

    • In which field have deep learning architectures produced results comparable to human expert performance?

    <p>Medical image analysis</p> Signup and view all the answers

    How do artificial neural networks (ANNs) differ from biological brains?

    <p>ANNs are symbolic and static</p> Signup and view all the answers

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