StatML Classes - I (2025-2026)

This marks the first of my StatML Classes series. I am mentoring Aarushi Kumar through a Directed Reading in ML. She is currently pursuing M.Sc., Data Science @ CMI.

• 1.1   Vector Norms [notes, further reading]

• 1.2   Matrix Norms [notes, further reading]

• 1.3   Introduction to Singular Value Decomposition - 1 [notes, further reading]

• 1.4   Introduction to Principal Component Analysis - 1 [notes, further reading]