MATH4280 - Innovation and Design in Big Data Analytics - 2025/26
Course Name:
Teacher:
Course Year:
2025/26
Term:
1
General Information
Lecturer
-
Eric Chung
- Office: LSB205
- Email:
Teaching Assistant
-
Yingjie Zhou
- Office: LSB222C
- Email:
-
Siqing Liu
- Office: LSB222A
- Email:
Course Description
Please see the lecture notes.
Lecture Notes
- Notes 0
- Notes 1
- Notes 3
- Some notes for sparsity
- Notes 7 (part 1)
- Notes 7 (part 2)
- Notes 7 (part 3)
- Notes 7 (part 4)
Class Notes
- CH01_SEC02
- dog.jpg
- CH01_SEC05_1_PCAGaussian
- CH01_SEC06_1
- CH01_SEC06_2_3_4
- CH01_SEC08_RSVD
- rsvd.m
- CH03_SEC03_1_Underdetermined
- CH03_SEC03_2_AudioCS_ver2
- CH03_SEC05_1_RobustRegression
- CH03_SEC05_2_LASSO
- CH03_SEC05_2_LASSO_Ex2
- CH03_SEC06_SparseRepresentation1
- CH03_SEC06_SparseRepresentation2
- CH03_SEC06_SparseRepresentation3
- CH03_SEC06_SparseRepresentation4
- CH03_SEC06_SparseRepresentation5
- mustache.jpg
- CH03_SEC07_RPCA
- RPCA.m
- shrink.m
- SVT.m
- CH07_SEC01_SimulateLorenz.m
- lorenz.m
- DMD.m
- CH07_SEC02_DMD_Cylinder.m
- CH07_SEC02_Show_Cylinder.m
- CH07_SEC02_DMD_Cylinder_Comp.m
- CH07_SEC03_SINDY_Lorenz.m
- poolData.m
- poolDataLIST.m
- CH07_SEC04_EDMD_Cylinder_Comp.m
- CH07_SEC04_EDMD_Lorenz_Comp.m
- ExDMD.m
- ExDMD4Lorenz.m
Tutorial Notes
Assignments
Quizzes and Exams
Honesty in Academic Work
The Chinese University of Hong Kong places very high importance on honesty in academic work submitted by students, and adopts a policy of zero tolerance on cheating and plagiarism. Any related offence will lead to disciplinary action including termination of studies at the University. Although cases of cheating or plagiarism are rare at the University, everyone should make himself / herself familiar with the content of the following website:
http://www.cuhk.edu.hk/policy/academichonesty/and thereby help avoid any practice that would not be acceptable.
Assessment Policy Last updated: November 24, 2025 14:49:25