Confidence Interval represents a range that the mean response is likely to fall given specified settings of the predictors
Prediction Interval represents a range that a single new observation is likely to fall given specified settings of the predictors
An application-oriented question on the topic along with responses can be seen below. The best answer was provided by Natwar Lal on 17th March 2020
Applause for all the respondents - Shashikant Adlakha, Natwar Lal
Also review the answer provided by Mr Venugopal R, Benchmark Six Sigma's in-house expert.