add mathematics roadmap for ML

Author: ashishps1

README.md

@@ -3,6 +3,7 @@
 A comprehensive collection of free resources to learn everything about AI/ML, LLMs and Agents.
 
 ## Mathematical Foundations
+- [Mathematics Roadmap for Machine Learning](https://thepalindrome.org/p/the-roadmap-of-mathematics-for-machine-learning)
 - [Essence of Linear Algebra - 3Blue1Brown](https://www.youtube.com/playlist?list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab)
 - [Probability & Statistics - Khan Academy](https://www.khanacademy.org/math/statistics-probability)
 - [Statistics Fundamentals - Josh Strarmer](https://www.youtube.com/playlist?list=PLblh5JKOoLUK0FLuzwntyYI10UQFUhsY9)