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Is dimensionality reduction good or bad? Describe a scenario related to a research question where dimensionality reduction is a beneficial step in the machine learning process, and explain how it supports the desired outcomes of the project. Justify a dimensionality reduction algorithm that can be applied in your scenario.

Is dimensionality reduction good or bad? Describe a scenario related to a research question where dimensionality reduction is a beneficial step in the machine learning process, and explain how it supports the desired outcomes of the project. Justify a dimensionality reduction algorithm that can be applied in your scenario.

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.In this course, we have explored multiple dimensionality reduction approaches. Is dimensionality reduction good or bad? Describe a scenario related to a research question where dimensionality reduction is a beneficial step in the machine learning process, and explain how it supports the desired outcomes of the project. Justify a dimensionality reduction algorithm that can be applied in your scenario. 

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