In HKUST, Advanced Probabiliy I is a fundamental course for students study statistics and machine learning. It's also part of the PhD Qualification Exams of Math Dept. Passed this exam, I decided to share the study materials all you need for MATH 5411 Advanced Probability I. This repository includes:
- ๐ Detailed Class Notes Taken by Me
- ๐ฏ 2020 Final Exams and My Answers
- ๐ฏ 2020 PhD Qualification Exams and My Answers
- ๐ฅ Probability Theory and Examples with Exercise Solutions
Both final exam and qualification exam are based ๐ฏ on the knowledge introduced by Prof. BAO in class. Sometimes, it helps to refer to the Notes taken by last lecturer of this course, Professor Kani CHEN .