習題 pdf (2016/06/04)
3/23 (三) 會請助教來教 python ，並公告第一次作業
3/24 (四) 第一次小考
pdf,
pdf
4/20 (三) 期中考
4/21 (四) 請喝飲料
5/05 (四) 公告第二次作業
5/19 (四) 公告第三次作業
5/26 (四) 第二次小考
Course Info pdf (2016/02/24)
What are we going to learn?
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Vectors, Matrices and their Products
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Does a system of linear equations have solutions?
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How many solutions?
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Solving System of Linear Equations
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What can we find from RREF?
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Matrix Multiplication
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Inverse of Matrix
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Determinants
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Subspace
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Basis
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Subspaces associated with a Matrix
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Coordinate System
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(2016/04/06)
Application of Basis in Machine Learning
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(2016/04/06)
Linear Function in Coordinate System
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(2016/04/06)
Review & Complement
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(2016/04/07)
Eigenvalues and Eigenvectors
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(2016/04/27)
Characteristic Polynomial
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reference
(2016/04/27)
Diagonalization
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(2016/04/28)
Diagonalization of Linear Operator
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(2016/05/04)
Orthogonality
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(2016/05/04)
Orthogonal Projection
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(2016/05/11)
First Lecture of Machine Learning
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(2016/05/12)
Orthogonal Vectors
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(2016/05/04)
Orthogonal Basis
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(2016/05/18)
Orthogonal Matrices and Symmetric Matrices
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(2016/05/18)
SVD
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(2016/05/04)
PageRank
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reference
(2016/05/25)
Beyond Vectors
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(2016/06/08)
Review
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