Lecture Notes

Notes from courses and books I have studied.

Graduate Courses

Matrix Analysis and Applications

Lecturer
Prof. Shiwei Ye
Semester
Fall 2023
School
UCAS
PDF LaTeX

Online Courses

Stanford CS231n · Convolutional Neural Networks for Visual Recognition

Lecturer
Prof. Fei-Fei Li, Dr. Justin Johnson, Dr. Serena Yeung
PDF LaTeX

Machine Learning

Lecturer
Prof. Andrew Ng
PDF LaTeX

Books

Introduction to Probability

Authors
Dimitri P. Bertsekas and John N. Tsitsiklis
PDF LaTeX