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Robotics/Lectures

MIT Open Course - Linear Algebra -


웹서핑을 하다가 MIT에서 무료로 공개강좌 동영상을 볼 수 있도록 한게 있더군요.
그중에서, Gillbert Strang 교수의 강의 동영상을 볼 수 있다.

당연히 자국어(영어)로 강의하기때문에 말을 전부 알아듣진 못해도..
수학이라는 말보다는 숫자로 이루어진 언어라는 학문적 특이성때문에.. 말을 대충만 알아들을수 있으면..
대충 저 교수가 무엇을 말하고자 하는지 알 수 있다.

혹시 MIT강의를 듣고 싶거나, 영어강의라도 좋으니 선형대수 강의를 듣고 싶으신 분은 참고..

다른 강의를 듣고 싶으면,

http://www.cosmolearning.com/ 이나
http://ocw.mit.edu/OcwWeb/web/home/home/index.htm 를 한번 방문해 보길바란다.


Video Lectures

# Lecture Play Video
1 The Geometry of Linear Equations Play Video
2 Elimination with Matrices Play Video
3 Multiplication and Inverse Matrices Play Video
4 Factorization into A = LU Play Video
5 Transposes, Permutations, Spaces R^n Play Video
6 Column Space and Nullspace Play Video
7 Solving Ax = 0: Pivot Variables, Special Solutions Play Video
8 Solving Ax = b: Row Reduced Form R Play Video
9 Independence, Basis, and Dimension Play Video
10 The Four Fundamental Subspaces Play Video
11 Matrix Spaces; Rank 1; Small World Graphs Play Video
12 Graphs, Networks, Incidence Matrices Play Video
13 Quiz 1 Review Play Video
14 Orthogonal Vectors and Subspaces Play Video
15 Projections onto Subspaces Play Video
16 Projection Matrices and Least Squares Play Video
17 Orthogonal Matrices and Gram-Schmidt Play Video
18 Properties of Determinants Play Video
19 Determinant Formulas and Cofactors Play Video
20 Cramer's Rule, Inverse Matrix, and Volume Play Video
21 Eigenvalues and Eigenvectors Play Video
22 Diagonalization and Powers of A Play Video
23 Differential Equations and exp(At) Play Video
24 Markov Matrices; Fourier Series Play Video
25 Quiz 2 Review Play Video
26 Symmetric Matrices and Positive Definiteness Play Video
27 Complex Matrices; Fast Fourier Transform Play Video
28 Positive Definite Matrices and Minima Play Video
29 Similar Matrices and Jordan Form Play Video
30 Singular Value Decomposition Play Video
31 Linear Transformations and Their Matrices Play Video
32 Change of Basis; Image Compression Play Video
33 Quiz 3 Review Play Video
34 Left and Right Inverses; Pseudoinverse Play Video
35 Final Course Review Play Video