Gilbert Strang lectures on Linear Algebra (MIT)

Lecture videos from Gilbert Strang's course on Linear Algebra at MIT.

Curated by: Robert Talbert (35 videos)

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Tracks in this Playlist

• Lec 1 | MIT 18.06 Linear Algebra, Spring 2005
• 2. Elimination with Matrices.
• 3. Multiplication and Inverse Matrices
• Lec 4 | MIT 18.06 Linear Algebra, Spring 2005
• 5. Transposes, Permutations, Spaces R^n
• 6. Column Space and Nullspace
• 7. Solving Ax = 0: Pivot Variables, Special Solutions
• 8. Solving Ax = b: Row Reduced Form R
• 9. Independence, Basis, and Dimension
• 10. The Four Fundamental Subspaces
• 11. Matrix Spaces; Rank 1; Small World Graphs
• 12. Graphs, Networks, Incidence Matrices
• 13. Quiz 1 Review
• 14. Orthogonal Vectors and Subspaces
• 15. Projections onto Subspaces
• 16. Projection Matrices and Least Squares
• Lec 17 | MIT 18.06 Linear Algebra, Spring 2005
• 18. Properties of Determinants
• 19. Determinant Formulas and Cofactors
• 20. Cramer's Rule, Inverse Matrix, and Volume
• Lec 21 | MIT 18.06 Linear Algebra, Spring 2005
• 22. Diagonalization and Powers of A
• 23. Differential Equations and exp(At)
• Lec 24 | MIT 18.06 Linear Algebra, Spring 2005
• Lec 24b | MIT 18.06 Linear Algebra, Spring 2005
• Lec 25 | MIT 18.06 Linear Algebra, Spring 2005
• 26. Complex Matrices; Fast Fourier Transform
• 27. Positive Definite Matrices and Minima
• Lec 28 | MIT 18.06 Linear Algebra, Spring 2005
• Lec 29 | MIT 18.06 Linear Algebra, Spring 2005
• 30. Linear Transformations and Their Matrices
• Lec 31 | MIT 18.06 Linear Algebra, Spring 2005
• 32. Quiz 3 Review
• 33. Left and Right Inverses; Pseudoinverse
• 34. Final Course Review