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Information Science and Technology

Special Lecture at UTokyo "Linear Algebra"

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Content List

1. Special Lecture at UTokyo "Linear Algebra" - 1

Resources
Available

Lecture Note (pdf)

Lecturer | Gilbert Strang
Resources
Available

1-1 Importance of Linear Algebra

Lecturer | Gilbert Strang

1-2 Two ways of understanding　a matrix times a vector

Lecturer | Gilbert Strang

1-3 What is the "rank" ?

Lecturer | Gilbert Strang

1-4 Applications of Linear Algebra

Lecturer | Gilbert Strang

1-5 Five great problems of Linear Algebra or factorization of matrix

Lecturer | Gilbert Strang

1-6 Factorization of symmetric matrix

Lecturer | Gilbert Strang

1-7 Elimination to solve Ax=b

Lecturer | Gilbert Strang

1-8 Gram-Schmidt method

Lecturer | Gilbert Strang

1-9 Eigen values and Eigen vectors

Lecturer | Gilbert Strang

1-10 Application of Eigen vector : Markov Process

Lecturer | Gilbert Strang

1-11 Computing Linear Algebra

Lecturer | Gilbert Strang

1-12 Linear Algebra #1 in MIT OCW

Lecturer | Gilbert Strang

2. Special Lecture at UTokyo "Linear Algebra" - 2

2-1 Importance of Linear Algebra

Lecturer | Gilbert Strang

2-2 Rank of Matrix

Lecturer | Gilbert Strang

2-3 Singular Values

Lecturer | Gilbert Strang

2-4 Matrices of Data and Singular Values

Lecturer | Gilbert Strang

2-5 Discussion

Lecturer | Gilbert Strang
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