Machine Learning: Definition and Concept
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Questions and Answers

How does supervised learning improve?

  • By predicting output from unseen input data
  • Through iterations using training dataset (correct)
  • By using unsupervised learning techniques
  • By classifying massive data

    • What is the main characteristic of supervised learning?

  • The machine learns under the guidance of labeled data (correct)
  • The machine learns without any guidance
  • The machine learns only from GPS information
  • The machine learns from past traffic data

    • What makes classifying massive data with supervised learning difficult?

  • Lack of GPS information
  • Given samples of input and output data
  • The need for labeled data (correct)
  • Using unsupervised learning

    • What is required for supervised learning to make predictions?

    <p>Samples of input data and output data</p> Signup and view all the answers

    According to Arthur Samuel, what did he conclude about a computer's ability in checkers?

    <p>It can be programmed to learn and play better than the programmer.</p> Signup and view all the answers

    What is the process of gaining knowledge or skill through study, experience, or being taught?

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

    What is the process of identifying objects, persons, places, digital images, etc. from visual data?

    <p>Image Recognition</p> Signup and view all the answers

    What is the study of computer algorithms that improve automatically through experience?

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

    What is the process of converting voice instructions into text known as?

    <p>Speech Recognition</p> Signup and view all the answers

    What does ML stand for in relation to emails filtering system?

    <p>&quot;Machine Learning&quot;</p> Signup and view all the answers

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