Question: For the midterm, select one key concept that we've learned in the course to date and answer the following: Define the concept. Note its importance

For the midterm, select one key concept that we've learned in the course to date and answer the following:
Define the concept.
Note its importance to data science.
Discuss corresponding concepts that are of importance to the selected concept.
Note a project where this concept would be used.

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