Foundation of Linear Algebra
The report outlines basic and essential concepts of Linear Algebra for courses in Machine Learning and Information Theory.
Definition, properties and applications are provided to facilitate the process of learning.
Foundation of Probability
The report outlines basic and essential concepts of Probability Theory and Measure Theory.
It has been designed to facilitate the understanding of Stochastic Process and Machine Learning Models involving probability.