Discuss the assumptions underlying linear regression, and elaborate on their relevance for accurately interpreting model output.

Interview question asked to Machine Learning Engineers interviewing at Google, Niantic, Broadcom and others: Discuss the assumptions underlying linear regression, and elaborate on their relevance for accurately interpreting model output..