Fundamentals of Machine Learning - Linear Regression - Labs

Fundamentals of Machine Learning - Linear Regression - Labs

Assessment

Interactive Video

Information Technology (IT), Architecture, Social Studies

University

Hard

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The video tutorial covers linear regression using the auto MPG dataset. It explains how to prepare the data, build a simple linear regression model using horsepower, and evaluate the model's performance. The tutorial also demonstrates data visualization techniques to understand the model's predictions and the relationship between variables.

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4 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

How does the text suggest visualizing the relationship between features and the target variable?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

Describe the process of normalizing data as mentioned in the text.

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3.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the final step mentioned in the text for building the linear regression model?

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4.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the significance of the mean absolute error in the context of model evaluation?

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