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Questions and Answers

What is the process of training a model to make useful predictions from data called?

  • Unsupervised learning
  • Reinforcement learning
  • Supervised learning
  • Machine learning (correct)

    • What does a regression model predict?

  • The likelihood that an item belongs to a distinct set of categories
  • The values of a continuous variable (correct)
  • The historical weather patterns
  • The relationship between data elements

    • In which category of supervised learning does the model predict the likelihood that an item belongs to a distinct set of categories?

  • Regression
  • Reinforcement learning
  • Unsupervised learning
  • Classification (correct)

    • What type of learning does a machine learning system fall into if it learns without labeled data?

    <p>Reinforcement learning</p> Signup and view all the answers

    What represents the mathematical relationship between the elements of data that an ML system uses to make predictions?

    <p>Machine learning model</p> Signup and view all the answers

    What does a classification model predict?

    <p>The likelihood that an item belongs to a distinct set of categories</p> Signup and view all the answers

    In which type of learning does a machine learning system learn without labeled data?

    <p>Unsupervised learning</p> Signup and view all the answers

    What is the main difference between regression and classification in supervised learning?

    <p>Regression predicts continuous variables, while classification predicts the likelihood of an item belonging to a category</p> Signup and view all the answers

    What does a reinforcement learning system aim to do?

    <p>Maximize a reward based on its actions in an environment</p> Signup and view all the answers

    What represents the mathematical relationship between the elements of data that an ML system uses to make predictions?

    <p>Machine learning model</p> Signup and view all the answers

    What does a regression model predict?

    <p>Values of a continuous variable</p> Signup and view all the answers

    What represents the mathematical relationship between the elements of data that an ML system uses to make predictions?

    <p>Machine learning model</p> Signup and view all the answers

    In which category of supervised learning does the model predict the likelihood that an item belongs to a distinct set of categories?

    <p>Classification</p> Signup and view all the answers

    What is the process of training a model to make useful predictions from data called?

    <p>Machine learning</p> Signup and view all the answers

    What type of learning does a machine learning system fall into if it learns without labeled data?

    <p>Unsupervised learning</p> Signup and view all the answers

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