Explain linear regression intuitively — line of best fit.

Linear regression

For Explain linear regression intuitively — line of best fit., interviewers listen for a crisp definition, how the pieces interact in a real system, and one trade-off or failure mode you have seen or would guard against.

Fit line (or hyperplane) minimizing squared error—predict continuous values like salary from years experience. Interpretable coefficients.