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Types of Machine Learning
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Types of Machine Learning

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Questions and Answers

Which type of Machine Learning occurs when an algorithm learns from examples data and associated target responses?

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

    • What is the goal of Supervised Learning?

  • To approximate the mapping function well
  • To provide good examples
  • To learn the mapping function from the input to the output
  • To predict the output variables for new input data (correct)

    • Which type of Machine Learning is similar to human learning under the supervision of a teacher?

  • Self-supervised Learning
  • Unsupervised Learning
  • Supervised Learning (correct)
  • Reinforcement Learning

    • What are the input variables and output variable called in Supervised Learning?

    <p>x and Y</p> Signup and view all the answers

    Which type of Machine Learning uses an algorithm to learn the mapping function from the input to the output?

    <p>Supervised Learning</p> Signup and view all the answers

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