This paper presents the comparison of results i.e., (compressive strength of cement) by the experimental study and Regression model to evaluate the possibility of utilizing the hylam powder as a partial replacement in cement mortar. The remarkable increase in the production of hylam and its disposal in an ecofriendly manner is increasingly becoming a matter of global concern. Hylam powder is a waste produced from hylam sheets at the time of fabrication (Cutting, Making holes and polishing process) is used as a partial replacement in cement. A total 63cement cube were casted and tested for 3,7& 28days of seven mortar mix (i.e. 0%, 3%, 5%, 7%, 10%, 13% & 15% of Hylam powder was replaced by weight of cement). The results show that incorporation of the hylam powder yields to the increase of strength at the age (28 days) in comparison with that of a control mortar.