Ksama Arora

Mathematics for Machine Learning

Mar 20, 2024

This is the link to my github repository Mathematics-for-ML I will be uploading the notes I would make on this Github Repository.

Linear Algebra & Calculus - Referred to 3Blue1Brown
Linear Algrbra topics covered include vectors, linear combination, transformation, matrix multiplication, 3D transformation, determinant and matrices, eigen vectors and values.
Download Notes.

Probability Theory - 6.041SC | Fall 2013 - MIT
Unit 1: Probability Models and Dicrete Random Variables - Notes.