What is Mathematithod

A Latexed note on intro courses in math and computer science.

Topics includes(and more)

• Fundamental Mathematics

1. Introduction to Algebra(Groups, Rings and Fields)
2. Linear Algebra(Spectral Theorems, SVD, Canonical Forms, Bilinear and Quartic Forms)
3. Analysis and Probability

• Algorithms ( Dynamic Programming, Max Flow - Min Cut, Decidability, Randomized Algorithms)
• Numerical Analysis(Floating Point System, Numerical Linear Algebra, IVP and BVP)
• Machine Learning(MLE/MAP, Supervised learning, Deep Nets, AutoEncoders, Diffusion Models)
• Parallel Programming Basics