Types of Machine Learning

Choose a study mode

Play Quiz
Study Flashcards
Spaced Repetition
Chat to Lesson

Podcast

Play an AI-generated podcast conversation about this lesson
Download our mobile app to listen on the go
Get App

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 (B)</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 (A)</p> Signup and view all the answers

Flashcards are hidden until you start studying

More Like This

Use Quizgecko on...
Browser
Browser