About Us   |   Contact Us
An International Publisher for Academic and Scientific Journals
Author Login 
 Author Login
Submit Manuscript
Join Membership
Join As Reviewer
Join As Editor
Pay Publication Fee
Subscribe Hard Copy
Scholars Journal of Physics, Mathematics and Statistics | Volume-12 | Issue-07
A Comprehensive Mathematical Exposition of Machine Learning Algorithms and Applications
S. O. Essang, A. B. Emmanuel, S. A. Akpotuzor, P. A. Ayuk, A. E. Moses, B. Yahweh, N. S. Bassey, E. A. Johnson, J. A. Inyangetoh, A. E. John, J. E. Ante
Published: Aug. 27, 2025 | 50 62
DOI: https://doi.org/10.36347/sjpms.2025.v12i07.005
Pages: 309-322
Downloads
Abstract
A deep dive into the mathematical foundations of artificial intelligence that is both brief and comprehensive. The purpose of this article is to shed light on the fundamental rigor that lies behind every intelligent system by illuminating how the beautiful concepts of linear algebra, calculus, probability, and optimization drive machine learning's capacity to learn, adapt, and tackle the world's most challenging tasks.