What is machine learning? (2)

What is machine learning? (2)

Assessment

Interactive Video

Science, Information Technology (IT), Architecture, Social Studies

11th Grade - University

Hard

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The video tutorial explains how machines extract patterns from large datasets, similar to how humans learn concepts by observing objects repeatedly. It highlights the process of feature extraction and object recognition, comparing it to human learning. The tutorial also covers unsupervised learning, where data is unlabeled, and contrasts it with supervised learning, where labeled data is used for more accurate classification.

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5 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the process of extracting features from data in machine learning?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

How do humans recognize different objects in their environment according to the text?

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3.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the difference between supervised and unsupervised learning?

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4.

OPEN ENDED QUESTION

3 mins • 1 pt

What role do algorithms play in machine learning according to the text?

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5.

OPEN ENDED QUESTION

3 mins • 1 pt

Can you explain the concept of 'unlabeled data' in machine learning?

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