CH6#7-0 Singular value decomposition (SVD) short story
| 週次 | 課程內容 | 課程影音 | 課程下載 |
|---|---|---|---|
| CH1#1 Matrices and Vectors | 線上觀看 | MP4下載 | |
| CH1#2 Linear Combination, matrix-vector product, and special matrices | 線上觀看 | MP4下載 | |
| CH1#3-1 System of linear equation PartI | 線上觀看 | MP4下載 | |
| CH1#3-2 System of linear equation PartII | 線上觀看 | MP4下載 | |
| CH1#4-1 Gaussion elimination Part I (a procedure for computing rref) | 線上觀看 | MP4下載 | |
| CH1#4-2 Gaussion elimination Part II (a procedure for computing rref) | 線上觀看 | MP4下載 | |
| CH1#6-1 Span Part I | 線上觀看 | MP4下載 | |
| CH1#6-2 Span Part II | 線上觀看 | MP4下載 | |
| CH1#7-1 Linearly independent sets and Linearly dependent sets Part I | 線上觀看 | MP4下載 | |
| CH1#7-2 Linearly independent sets and Linearly dependent sets Part II | 線上觀看 | MP4下載 | |
| Ch2 Matrices & linear transformation CH2#1 matrix multiplication | 線上觀看 | MP4下載 | |
| CH2#3 Invertible matrices and Elementary matrices | 線上觀看 | MP4下載 | |
| CH2#3 Invertible matrices and Elementary matrices CH2#4 Inverses Part I | 線上觀看 | MP4下載 | |
| CH2#3 Invertible matrices and Elementary matrices CH2#4 Inverses Part II | 線上觀看 | MP4下載 | |
| CH2#7-1 Linearly transformation and matrices Part I | 線上觀看 | MP4下載 | |
| CH2#7-2 Linearly transformation and matrices Part II | 線上觀看 | MP4下載 | |
| CH2#8-1 Composition and invertibility of linear tr Part I | 線上觀看 | MP4下載 | |
| CH2#8-2 Composition and invertibility of linear tr Part II | 線上觀看 | MP4下載 | |
| CH3 Determinants CH3#1Cofactor expansion | 線上觀看 | MP4下載 | |
| CH3#2-1 Properties of determinants Part I | 線上觀看 | MP4下載 | |
| CH3#2-2 Properties of determinants Part II | 線上觀看 | MP4下載 | |
| CH4 Subspaces and Properties | 線上觀看 | MP4下載 | |
| CH4#2-1 Basis and dimension Part I | 線上觀看 | MP4下載 | |
| CH4#2-2 Basis and dimension Part II | 線上觀看 | MP4下載 | |
| CH4#2-3 Basis and dimension Part III | 線上觀看 | MP4下載 | |
| CH4#3 Dimension of ColA, RowA, NullA | 線上觀看 | MP4下載 | |
| CH4#4-1 Coordinate systems Part I | 線上觀看 | MP4下載 | |
| CH4#4-2 Coordinate systems Part II | 線上觀看 | MP4下載 | |
| CH4#5 Matrix representation of linear operator | 線上觀看 | MP4下載 | |
| CH5 Eigen values, eigen vectors and diagonalization | 線上觀看 | MP4下載 | |
| CH5#2-1 Characteristic Polynomials Part I | 線上觀看 | MP4下載 | |
| CH5#2-2 Characteristic Polynomials Part II | 線上觀看 | MP4下載 | |
| CH5#3 Diagonalization of matrices | 線上觀看 | MP4下載 | |
| CH6 Orthogonality CH6#1-1 Geometry of vectors Part I | 線上觀看 | MP4下載 | |
| CH6#1-2 Geometry of vectors Part II | 線上觀看 | MP4下載 | |
| CH6#2-1 Orthogonal Vectors (orch) Part I | 線上觀看 | MP4下載 | |
| CH6#2-2 Orthogonal Vectors (orch) Part II | 線上觀看 | MP4下載 | |
| CH6#3-1 Orth. Projection Part I | 線上觀看 | MP4下載 | |
| CH6#3-2 Orth. Projection Part II | 線上觀看 | MP4下載 | |
| CH6#4-1 Least-squares approximation and o.p. matrices Part I | 線上觀看 | MP4下載 | |
| CH6#4-2 Least-squares approximation and o.p. matrices Part II | 線上觀看 | MP4下載 | |
| CH6#5-1 Orth. matrices Part I | 線上觀看 | MP4下載 | |
| CH6#5-2 Orth. matrices Part II | 線上觀看 | MP4下載 | |
| CH6#6-1 Symmetric matrices Part I | 線上觀看 | MP4下載 | |
| CH6#6-2 Symmetric matrices Part II | 線上觀看 | MP4下載 | |
| CH6#7-0 Singular value decomposition (SVD) short story | 線上觀看 | MP4下載 | |
| CH6#7-1 Singular value decomposition Part I | 線上觀看 | MP4下載 | |
| CH6#7-2 Singular value decomposition Part II | 線上觀看 | MP4下載 | |
| Ch6#6-8 Principal component analysis Part I | 線上觀看 | MP4下載 | |
| Ch6#6-8 Principal component analysis Part II | 線上觀看 | MP4下載 | |
| CH7 Vector spaces CH 7#1-1 Vector spaces and their subspace Part I | 線上觀看 | MP4下載 | |
| CH 7#1-2 Vector spaces and their subspace Part II | 線上觀看 | MP4下載 | |
| CH 7#2 Linear transformations | 線上觀看 | MP4下載 | |
| CH 7#3-1 Basis and Dimensions Part I | 線上觀看 | MP4下載 | |
| CH 7#3-2 Basis and Dimensions Part II | 線上觀看 | MP4下載 | |
| CH 7#4-1 Matrix representation of linear operator Part I | 線上觀看 | MP4下載 | |
| CH 7#4-2 Matrix representation of linear operator Part II | 線上觀看 | MP4下載 | |
| CH 7#5-1 Inner product space Part I | 線上觀看 | MP4下載 | |
| CH 7#5-2 Inner product space Part II | 線上觀看 | MP4下載 |
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