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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 (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

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?

What is the goal of Supervised Learning?

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

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

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

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