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Please explain what the identity matrix is. The course is linear algebra. The book describes it...

Please explain what the identity matrix is. The course is linear algebra. The book describes it simply as a matrix with 1's on the diagonal and 0's elsewhere. Why is that? Can you explain it for a first time learner of this material? Thank you! I appreciate it!

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