TY - JFULL AU - Randhir Singh Baghel PY - 2024/6/ TI - Unveiling the Mathematical Essence of Machine Learning: A Comprehensive Exploration T2 - International Journal of Mathematical and Computational Sciences SP - 51 EP - 59 VL - 18 SN - 1307-6892 UR - https://publications.waset.org/pdf/10013634 PU - World Academy of Science, Engineering and Technology NX - Open Science Index 209, 2024 N2 - In this study, the fundamental ideas guiding the dynamic area of machine learning鈥攚here models thrive and algorithms change over time鈥攁re rooted in an innate mathematical link. This study explores the fundamental ideas that drive the development of intelligent systems, providing light on the mutually beneficial link between mathematics and machine learning. ER -