Assignments and Projects I did in HKUST (whatever I could find in my laptop). I spend a lot of time on my assignments and projects, in order to deliver the highest quality. If you are a BDT student in HKUST, this repo could be helpful for you.
Apparently, after receiving near-perfect scores in my projects and exams, I received a C+ in this course. I tried to appeal but received zero explanations. Kindly see the materials yourself and evaluate whether I was worthy to get C+ in an entry-level data science course.
The best organized class of this course. I am extremely thankful to Professor Chen for providing excellent lectures, notes and demanding assignments and exams.
Definitely my favorite subject in this entire course. This class definitely helped me to understand many papers in my area.
Unfortunately, this was most disorganized class that I have ever taken. I hope future iterations of this course would take students' complaints into consideration. In retrospective, I should have opted for a different elective as I could have learned DL better by myself or through online classes.
- Project 1: Regression in Pytorch, topped the leaderboard
- Project 2: Transfer Learning, topped the leaderboard
- Project 3: ADMM, came up with more novel ideas to optimize long tensors.