The book contains the proceedings of The International Conference of Mathematics and Data Science (ICMDS’25), a multidisciplinary, peer-reviewed conference that offers a platform for the exchange of cutting-edge research, the presentation of innovative ideas, and the discussion of future trends in mathematics and data science. ICMDS’25 brings together academic researchers, scientists, and professionals to share their latest findings, explore collaborative opportunities, and contribute to the advancement of both theoretical and applied aspects of the fields.