Data Science and Machine Learning (Theory and Projects) A to Z - Mathematical Foundation: Linear Independence

Data Science and Machine Learning (Theory and Projects) A to Z - Mathematical Foundation: Linear Independence

Assessment

Interactive Video

Information Technology (IT), Architecture, Physics, Science

University

Hard

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The video introduces the concept of linear independence, explaining it through examples and generalizing it to multiple objects. It defines linearly independent sets and discusses their applications in data science, focusing on vectors and matrices. The video sets the stage for defining vector spaces in the next session.

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3 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

Can you provide an example of linear independence using three objects?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

Describe the concept of a linearly independent set as mentioned in the video.

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3.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the relationship between linear independence and vector spaces?

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