Supervised Learning and Linear Predictors Quiz
10 Questions
1 Views

Choose a study mode

Play Quiz
Study Flashcards
Spaced Repetition
Chat to lesson

Podcast

Play an AI-generated podcast conversation about this lesson

Questions and Answers

Which algorithm is most commonly used in linear regression?

  • Linear Predictors
  • Stochastic Gradient Descent
  • Variants of Gradient Descent
  • Gradient Descent (correct)

    • What is the objective of building a linear regression model in the given context?

  • To train a real-estate agent
  • To analyze the housing market
  • To forecast good sales price for houses (correct)
  • To predict housing prices accurately

    • What type of data is used for training in supervised learning?

  • Unlabeled data
  • Data without labels
  • Data with right answers (correct)
  • Data without right answers

    • What is the equation of a linear regression model?

    <p>$y = mx + b$</p> Signup and view all the answers

    What is the purpose of a cost function in linear regression?

    <p>To minimize the error</p> Signup and view all the answers

    Which algorithm is commonly used for gradient descent in linear regression?

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

    What is the purpose of gradient descent in linear regression?

    <p>To find the optimal parameters</p> Signup and view all the answers

    What type of data is used for training in supervised learning?

    <p>Labeled data</p> Signup and view all the answers

    What is the objective of building a linear regression model in the given context?

    <p>To forecast good sales price for a house</p> Signup and view all the answers

    What is the equation of a linear regression model?

    <p>$y = mx + b$</p> Signup and view all the answers

    More Like This

    Use Quizgecko on...
    Browser
    Open
    Browser
    Browser