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Linear Algebra (Spring 2010) (M-I-T)

(35 Lectures Available)

S# Lecture Course Institute Instructor Discipline
1
  • Lecture 10: The four fundamental subspaces (M-I-T)
Linear Algebra (Spring 2010) (M-I-T) MIT Prof. Gilbert Strang Basic and Health Sciences
2
  • Lecture 11: Matrix spaces; rank 1; small world graphs (M-I-T)
Linear Algebra (Spring 2010) (M-I-T) MIT Prof. Gilbert Strang Basic and Health Sciences
3
  • Lecture 12: Graphs, networks, incidence matrices (M-I-T)
Linear Algebra (Spring 2010) (M-I-T) MIT Prof. Gilbert Strang Basic and Health Sciences
4
  • Lecture 13: Quiz 1 review (M-I-T)
Linear Algebra (Spring 2010) (M-I-T) MIT Prof. Gilbert Strang Basic and Health Sciences
5
  • Lecture 14: Orthogonal vectors and subspaces (M-I-T)
Linear Algebra (Spring 2010) (M-I-T) MIT Prof. Gilbert Strang Basic and Health Sciences
6
  • Lecture 15: Projections onto subspaces (M-I-T)
Linear Algebra (Spring 2010) (M-I-T) MIT Prof. Gilbert Strang Basic and Health Sciences
7
  • Lecture 16: Projection matrices and least squares (M-I-T)
Linear Algebra (Spring 2010) (M-I-T) MIT Prof. Gilbert Strang Basic and Health Sciences
8
  • Lecture 17: Orthogonal matrices and Gram-Schmidt (M-I-T)
Linear Algebra (Spring 2010) (M-I-T) MIT Prof. Gilbert Strang Basic and Health Sciences
9
  • Lecture 18: Properties of determinants (M-I-T)
Linear Algebra (Spring 2010) (M-I-T) MIT Prof. Gilbert Strang Basic and Health Sciences
10
  • Lecture 19: Determinant formulas and cofactors (M-I-T)
Linear Algebra (Spring 2010) (M-I-T) MIT Prof. Gilbert Strang Basic and Health Sciences
11
  • Lecture 1: The geometry of linear equations (M-I-T)
Linear Algebra (Spring 2010) (M-I-T) MIT Prof. Gilbert Strang Basic and Health Sciences
12
  • Lecture 20: Cramer's rule, inverse matrix, and volume (M-I-T)
Linear Algebra (Spring 2010) (M-I-T) MIT Prof. Gilbert Strang Basic and Health Sciences
13
  • Lecture 21: Eigenvalues and eigenvectors (M-I-T)
Linear Algebra (Spring 2010) (M-I-T) MIT Prof. Gilbert Strang Basic and Health Sciences
14
  • Lecture 22: Diagonalization and powers of A (M-I-T)
Linear Algebra (Spring 2010) (M-I-T) MIT Prof. Gilbert Strang Basic and Health Sciences
15
  • Lecture 23: Differential equations and exp(At) (M-I-T)
Linear Algebra (Spring 2010) (M-I-T) MIT Prof. Gilbert Strang Basic and Health Sciences
16
  • Lecture 24: Markov matrices; fourier series (M-I-T)
Linear Algebra (Spring 2010) (M-I-T) MIT Prof. Gilbert Strang Basic and Health Sciences
17
  • Lecture 24b: Quiz 2 review (M-I-T)
Linear Algebra (Spring 2010) (M-I-T) MIT Prof. Gilbert Strang Basic and Health Sciences
18
  • Lecture 25: Symmetric matrices and positive definiteness (M-I-T)
Linear Algebra (Spring 2010) (M-I-T) MIT Prof. Gilbert Strang Basic and Health Sciences
19
  • Lecture 26: Complex matrices; fast fourier transform (M-I-T)
Linear Algebra (Spring 2010) (M-I-T) MIT Prof. Gilbert Strang Basic and Health Sciences
20
  • Lecture 27: Positive definite matrices and minima (M-I-T)
Linear Algebra (Spring 2010) (M-I-T) MIT Prof. Gilbert Strang Basic and Health Sciences
21
  • Lecture 28: Similar matrices and Jordan form (M-I-T)
Linear Algebra (Spring 2010) (M-I-T) MIT Prof. Gilbert Strang Basic and Health Sciences
22
  • Lecture 29: Singular value decomposition (M-I-T)
Linear Algebra (Spring 2010) (M-I-T) MIT Prof. Gilbert Strang Basic and Health Sciences
23
  • Lecture 2: Elimination with matrices (M-I-T)
Linear Algebra (Spring 2010) (M-I-T) MIT Prof. Gilbert Strang Basic and Health Sciences
24
  • Lecture 30: Linear transformations and their matrices (M-I-T)
Linear Algebra (Spring 2010) (M-I-T) MIT Prof. Gilbert Strang Basic and Health Sciences
25
  • Lecture 31: Change of basis; image compression (M-I-T)
Linear Algebra (Spring 2010) (M-I-T) MIT Prof. Gilbert Strang Basic and Health Sciences

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