Schedule
This schedule outlines all topics of the course and has links to all lecture slides and homeworks.
Lectuer Slides
- Lec 0
- Overview
- [slides-zh]
- Lec 1
- Introduction to Vectors
- [slides-zh]
- An worked Example: Lec1-WorkedExample
- Lec 2
- Solving Linear Equations(I)
- [slides-zh]
- An worked Example: Lec2-WorkedExample
- Lec 3
- Matrices
- [slides-zh]
- An worked Example: Lec3-WorkedExample
- Lec 4
- Vector Space
- [slides-zh]
- An worked Example: Lec4-WorkedExample
- Lec 5
- Independence, Basis and Dimension
- [slides-zh]
- An worked Example: Lec5-WorkedExample
- Lec 6
- Column Rank and Row Rank of Matrices
- [slides-zh]
- An worked Example: Lec6-WorkedExample
- Lec 7
- Solving Linear Equations(II)
- [slides-zh]
- An worked Example: Lec7-WorkedExample
- Lec 8
- Orthogonality and Projection
- [slides-zh]
- An worked Example: Lec8-WorkedExample
- Lec 9
- Least Square Approximations and Orthonormal Bases
- [slides-zh]
- An worked Example: Lec9-WorkedExample
- Lec 10
- Determinants(I)
- [slides-zh]
- An worked Example: Lec10-WorkedExample
- Lec 11
- Determinants(II)
- [slides-zh]
- An worked Example: Lec11-WorkedExample
- Lec 12
- Eigenvalues and Eigenvectors
- [slides-zh]
- An worked Example: Lec12-WorkedExample
- Lec 13
- Symmetric Matrices and Positive Definite Matrices
- [slides-zh]
- An worked Example: Lec13-WorkedExample
- Lec 14
- Linear Transformations
- [slides-zh]
- Lec 15
- (Optimal) The Singular Value Decomposition(SVD)
- [slides-zh]
- Lec 16
- Review
- [slides-zh]
- Summarize
- The Full Slides for Linear Algebra
- [slides-zh]
Homework
- HW 1
- For Students of CS: HWReleased:Homework #1
- For Students of EI: HWReleased:Homework #1
- DUE Mar 4
- For Students of EI: HWReleased:Homework #1
- HW 2
- For Students of CS: HWReleased:Homework #2
- For Students of EI: HWReleased:Homework #2
- DUE Mar 11
- For Students of EI: HWReleased:Homework #2
- HW 3
- For Students of CS: HWReleased:Homework #3
- For Students of EI: HWReleased:Homework #3
- DUE Mar 18
- For Students of EI: HWReleased:Homework #3
- HW 4
- For Students of CS: HWReleased:Homework #4
- For Students of EI: HWReleased:Homework #4
- DUE Mar 25
- For Students of EI: HWReleased:Homework #4
- HW 5
- For Students of CS: HWReleased:Homework #5
- For Students of EI: HWReleased:Homework #5
- DUE Apr 1
- For Students of EI: HWReleased:Homework #5
- HW 6
- For Students of CS: HWReleased:Homework #6
- For Students of EI: HWReleased:Homework #6
- DUE Apr 8
- For Students of EI: HWReleased:Homework #6
- HW 7
- For Students of CS: HWReleased:Homework #7
- For Students of EI: HWReleased:Homework #7
- DUE Apr 15
- For Students of EI: HWReleased:Homework #7
- HW 8
- For Students of CS: HWReleased:Homework #8
- For Students of EI: HWReleased:Homework #8
- DUE Apr 22
- For Students of EI: HWReleased:Homework #8
- HW 9
- For Students of CS: HWReleased:Homework #9
- For Students of EI: HWReleased:Homework #9
- DUE Apr 29
- For Students of EI: HWReleased:Homework #9
- HW 10
- For Students of CS: HWReleased:Homework #10
- For Students of EI: HWReleased:Homework #10
- DUE May 6
- For Students of EI: HWReleased:Homework #10
- HW 11
- For Students of CS: HWReleased:Homework #11
- For Students of EI: HWReleased:Homework #11
- DUE May 13
- For Students of EI: HWReleased:Homework #11
- HW 12
- For Students of CS: HWReleased:Homework #12
- For Students of EI: HWReleased:Homework #12
- DUE May 20
- For Students of EI: HWReleased:Homework #12
- HW 13
- For Students of CS: HWReleased:Homework #13
- For Students of EI: HWReleased:Homework #13
- DUE May 27
- For Students of EI: HWReleased:Homework #13
- HW 14
- For Students of CS: HWReleased:Homework #14
- For Students of EI: HWReleased:Homework #14
- DUE Jun 3
- For Students of EI: HWReleased:Homework #14
- HW 15
- For Students of CS: HWReleased:Homework #15
- For Students of EI: HWReleased:Homework #15
- DUE No need to submit.
- For Students of EI: HWReleased:Homework #15
Homework Solution
- HW 1
- For Students of CS: HWReleased:Homework #1-sol
- For Students of EI: HWReleased:Homework #1-sol
- HW 2
- For Students of CS: HWReleased:Homework #2-sol
- For Students of EI: HWReleased:Homework #2-sol
- HW 3
- For Students of CS: HWReleased:Homework #3-sol
- For Students of EI: HWReleased:Homework #3-sol
- HW 4
- For Students of CS: HWReleased:Homework #4-sol
- For Students of EI: HWReleased:Homework #4-sol
- HW 5
- For Students of CS: HWReleased:Homework #5-sol
- For Students of EI: HWReleased:Homework #5-sol
- HW 6
- For Students of CS: HWReleased:Homework #6-sol
- For Students of EI: HWReleased:Homework #6-sol
- HW 7
- For Students of CS: HWReleased:Homework #7-sol
- For Students of EI: HWReleased:Homework #7-sol
- HW 8
- For Students of CS: HWReleased:Homework #8-sol
- For Students of EI: HWReleased:Homework #8-sol
- HW 9
- For Students of CS: HWReleased:Homework #9-sol
- For Students of EI: HWReleased:Homework #9-sol
- HW 10
- For Students of CS: HWReleased:Homework #10-sol
- For Students of EI: HWReleased:Homework #10-sol
- HW 11
- For Students of CS: HWReleased:Homework #11-sol
- For Students of EI: HWReleased:Homework #11-sol
- HW 12
- For Students of CS: HWReleased:Homework #12-sol
- For Students of EI: HWReleased:Homework #12-sol
- HW 13
- For Students of CS: HWReleased:Homework #13-sol
- For Students of EI: HWReleased:Homework #13-sol
- HW 14
- For Students of CS: HWReleased:Homework #14-sol
- For Students of EI: HWReleased:Homework #14-sol
- HW 15
- For Students of CS: HWReleased:Homework #15-sol
- For Students of EI: HWReleased:Homework #15-sol