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[GigaCourse.com] Udemy - Complete linear algebra theory and implementation

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File Name
Size
1. Introductions/1. What is linear algebra.mp4
50 MB
1. Introductions/1. What is linear algebra.vtt
9.1 kB
1. Introductions/2. Linear algebra applications.mp4
30 MB
1. Introductions/2. Linear algebra applications.vtt
6.8 kB
1. Introductions/3. How best to learn from this course.mp4
27 MB
1. Introductions/3. How best to learn from this course.vtt
5.2 kB
1. Introductions/4. Using MATLAB, Octave, or Python in this course.mp4
21 MB
1. Introductions/4. Using MATLAB, Octave, or Python in this course.vtt
4.6 kB
1. Introductions/5. Leaving reviews, course coupons.mp4
18 MB
1. Introductions/5. Leaving reviews, course coupons.vtt
2.8 kB
1. Introductions/6. Using the Q&A forum.mp4
27 MB
1. Introductions/6. Using the Q&A forum.vtt
6.5 kB
10. Projections and orthogonalization/1. Exercises + code.html
76 B
10. Projections and orthogonalization/1.1 linalg_projorth.zip.zip
246 kB
10. Projections and orthogonalization/10. Matrix inverse via QR decomposition.mp4
7.1 MB
10. Projections and orthogonalization/10. Matrix inverse via QR decomposition.vtt
1.9 kB
10. Projections and orthogonalization/11. Code challenge Inverse via QR.mp4
72 MB
10. Projections and orthogonalization/11. Code challenge Inverse via QR.vtt
9.0 kB
10. Projections and orthogonalization/12. Code challenge Prove and demonstrate the Sherman-Morrison inverse.mp4
56 MB
10. Projections and orthogonalization/12. Code challenge Prove and demonstrate the Sherman-Morrison inverse.vtt
16 kB
10. Projections and orthogonalization/13. Code challenge A^TA = R^TR.mp4
22 MB
10. Projections and orthogonalization/13. Code challenge A^TA = R^TR.vtt
4.8 kB
10. Projections and orthogonalization/2. Projections in R^2.mp4
37 MB
10. Projections and orthogonalization/2. Projections in R^2.vtt
9.6 kB
10. Projections and orthogonalization/3. Projections in R^N.mp4
53 MB
10. Projections and orthogonalization/3. Projections in R^N.vtt
12 kB
10. Projections and orthogonalization/4. Orthogonal and parallel vector components.mp4
57 MB
10. Projections and orthogonalization/4. Orthogonal and parallel vector components.txt
249 B
10. Projections and orthogonalization/4. Orthogonal and parallel vector components.vtt
14 kB
10. Projections and orthogonalization/5. Code challenge decompose vector to orthogonal components.mp4
59 MB
10. Projections and orthogonalization/5. Code challenge decompose vector to orthogonal components.vtt
13 kB
10. Projections and orthogonalization/6. Orthogonal matrices.mp4
44 MB
10. Projections and orthogonalization/6. Orthogonal matrices.vtt
13 kB
10. Projections and orthogonalization/7. Gram-Schmidt procedure.mp4
51 MB
10. Projections and orthogonalization/7. Gram-Schmidt procedure.vtt
15 kB
10. Projections and orthogonalization/8. QR decomposition.mp4
69 MB
10. Projections and orthogonalization/8. QR decomposition.mp4.jpg
54 kB
10. Projections and orthogonalization/8. QR decomposition.txt
224 B
10. Projections and orthogonalization/8. QR decomposition.vtt
14 kB
10. Projections and orthogonalization/9. Code challenge Gram-Schmidt algorithm.mp4
64 MB
10. Projections and orthogonalization/9. Code challenge Gram-Schmidt algorithm.vtt
16 kB
11. Least-squares for model-fitting in statistics/1. Exercises + code.html
86 B
11. Least-squares for model-fitting in statistics/1.1 linalg_leastsquares.zip.zip
315 kB
11. Least-squares for model-fitting in statistics/2. Introduction to least-squares.mp4
80 MB
11. Least-squares for model-fitting in statistics/2. Introduction to least-squares.vtt
15 kB
11. Least-squares for model-fitting in statistics/3. Least-squares via left inverse.mp4
44 MB
11. Least-squares for model-fitting in statistics/3. Least-squares via left inverse.vtt
11 kB
11. Least-squares for model-fitting in statistics/4. Least-squares via orthogonal projection.mp4
42 MB
11. Least-squares for model-fitting in statistics/4. Least-squares via orthogonal projection.vtt
9.9 kB
11. Least-squares for model-fitting in statistics/5. Least-squares via row-reduction.mp4
54 MB
11. Least-squares for model-fitting in statistics/5. Least-squares via row-reduction.vtt
13 kB
11. Least-squares for model-fitting in statistics/6. Model-predicted values and residuals.mp4
34 MB
11. Least-squares for model-fitting in statistics/6. Model-predicted values and residuals.vtt
7.6 kB
11. Least-squares for model-fitting in statistics/7. Least-squares application 1.mp4
76 MB
11. Least-squares for model-fitting in statistics/7. Least-squares application 1.vtt
14 kB
11. Least-squares for model-fitting in statistics/8. Least-squares application 2.mp4
146 MB
11. Least-squares for model-fitting in statistics/8. Least-squares application 2.vtt
22 kB
11. Least-squares for model-fitting in statistics/9. Code challenge Least-squares via QR decomposition.mp4
29 MB
11. Least-squares for model-fitting in statistics/9. Code challenge Least-squares via QR decomposition.vtt
8.3 kB
12. Eigendecomposition/1. Exercises + code.html
33 B
12. Eigendecomposition/1.1 linalg_eig.zip.zip
297 kB
12. Eigendecomposition/10. Matrix powers via diagonalization.mp4
86 MB
12. Eigendecomposition/10. Matrix powers via diagonalization.vtt
16 kB
12. Eigendecomposition/11. Code challenge eigendecomposition of matrix differences.mp4
48 MB
12. Eigendecomposition/11. Code challenge eigendecomposition of matrix differences.vtt
12 kB
12. Eigendecomposition/12. Eigenvectors of distinct eigenvalues.mp4
42 MB
12. Eigendecomposition/12. Eigenvectors of distinct eigenvalues.vtt
9.0 kB
12. Eigendecomposition/13. Eigenvectors of repeated eigenvalues.mp4
48 MB
12. Eigendecomposition/13. Eigenvectors of repeated eigenvalues.vtt
12 kB
12. Eigendecomposition/14. Eigendecomposition of symmetric matrices.mp4
60 MB
12. Eigendecomposition/14. Eigendecomposition of symmetric matrices.vtt
13 kB
12. Eigendecomposition/15. Eigenlayers of a matrix.mp4
25 MB
12. Eigendecomposition/15. Eigenlayers of a matrix.vtt
6.4 kB
12. Eigendecomposition/16. Code challenge reconstruct a matrix from eigenlayers.mp4
50 MB
12. Eigendecomposition/16. Code challenge reconstruct a matrix from eigenlayers.vtt
12 kB
12. Eigendecomposition/17. Eigendecomposition of singular matrices.mp4
20 MB
12. Eigendecomposition/17. Eigendecomposition of singular matrices.vtt
5.5 kB
12. Eigendecomposition/18. Code challenge trace and determinant, eigenvalues sum and product.mp4
33 MB
12. Eigendecomposition/18. Code challenge trace and determinant, eigenvalues sum and product.vtt
9.7 kB
12. Eigendecomposition/19. Generalized eigendecomposition.mp4
45 MB
12. Eigendecomposition/19. Generalized eigendecomposition.vtt
10 kB
12. Eigendecomposition/2. What are eigenvalues and eigenvectors.mp4
64 MB
12. Eigendecomposition/2. What are eigenvalues and eigenvectors.vtt
14 kB
12. Eigendecomposition/20. Code challenge GED in small and large matrices.mp4
72 MB
12. Eigendecomposition/20. Code challenge GED in small and large matrices.vtt
15 kB
12. Eigendecomposition/3. Finding eigenvalues.mp4
70 MB
12. Eigendecomposition/3. Finding eigenvalues.vtt
17 kB
12. Eigendecomposition/4. Shortcut for eigenvalues of a 2x2 matrix.mp4
13 MB
12. Eigendecomposition/4. Shortcut for eigenvalues of a 2x2 matrix.vtt
3.0 kB
12. Eigendecomposition/5. Code challenge eigenvalues of diagonal and triangular matrices.mp4
34 MB
12. Eigendecomposition/5. Code challenge eigenvalues of diagonal and triangular matrices.vtt
9.4 kB
12. Eigendecomposition/6. Code challenge eigenvalues of random matrices.mp4
63 MB
12. Eigendecomposition/6. Code challenge eigenvalues of random matrices.vtt
11 kB
12. Eigendecomposition/7. Finding eigenvectors.mp4
57 MB
12. Eigendecomposition/7. Finding eigenvectors.vtt
13 kB
12. Eigendecomposition/8. Eigendecomposition by hand two examples.mp4
47 MB
12. Eigendecomposition/8. Eigendecomposition by hand two examples.vtt
11 kB
12. Eigendecomposition/9. Diagonalization.mp4
50 MB
12. Eigendecomposition/9. Diagonalization.vtt
11 kB
13. Singular value decomposition/1. Exercises + code.html
26 B
13. Singular value decomposition/1.1 linalg_svd.zip.zip
331 kB
13. Singular value decomposition/10. Convert singular values to percent variance.mp4
58 MB
13. Singular value decomposition/10. Convert singular values to percent variance.vtt
13 kB
13. Singular value decomposition/11. Code challenge When is UV^T valid, what is its norm, and is it orthogonal.mp4
29 MB
13. Singular value decomposition/11. Code challenge When is UV^T valid, what is its norm, and is it orthogonal.vtt
7.0 kB
13. Singular value decomposition/12. Singular values of an orthogonal matrix.html
144 B
13. Singular value decomposition/13. SVD, matrix inverse, and pseudoinverse.mp4
45 MB
13. Singular value decomposition/13. SVD, matrix inverse, and pseudoinverse.vtt
10 kB
13. Singular value decomposition/14. Condition number of a matrix.mp4
42 MB
13. Singular value decomposition/14. Condition number of a matrix.vtt
9.7 kB
13. Singular value decomposition/15. Code challenge Create matrix with desired condition number.mp4
72 MB
13. Singular value decomposition/15. Code challenge Create matrix with desired condition number.vtt
14 kB
13. Singular value decomposition/2. Singular value decomposition (SVD).mp4
71 MB
13. Singular value decomposition/2. Singular value decomposition (SVD).vtt
16 kB
13. Singular value decomposition/3. Are these two expressions equal.html
144 B
13. Singular value decomposition/4. Code challenge SVD vs. eigendecomposition for square symmetric matrices.mp4
83 MB
13. Singular value decomposition/4. Code challenge SVD vs. eigendecomposition for square symmetric matrices.vtt
17 kB
13. Singular value decomposition/5. Code challenge U from eigendecomposition of A^TA.mp4
67 MB
13. Singular value decomposition/5. Code challenge U from eigendecomposition of A^TA.vtt
14 kB
13. Singular value decomposition/6. Code challenge A^TA, Av, and singular vectors.mp4
51 MB
13. Singular value decomposition/6. Code challenge A^TA, Av, and singular vectors.vtt
13 kB
13. Singular value decomposition/7. SVD and the four subspaces.mp4
37 MB
13. Singular value decomposition/7. SVD and the four subspaces.vtt
8.0 kB
13. Singular value decomposition/8. Spectral theory of matrices.mp4
121 MB
13. Singular value decomposition/8. Spectral theory of matrices.vtt
16 kB
13. Singular value decomposition/9. SVD for low-rank approximations.mp4
74 MB
13. Singular value decomposition/9. SVD for low-rank approximations.vtt
13 kB
14. Quadratic form and definiteness/1. Exercises + code.html
55 B
14. Quadratic form and definiteness/1.1 linalg_quadformDefinite.zip.zip
396 kB
14. Quadratic form and definiteness/10. Proof A^TA is always positive (semi)definite.mp4
31 MB
14. Quadratic form and definiteness/10. Proof A^TA is always positive (semi)definite.vtt
7.6 kB
14. Quadratic form and definiteness/11. Proof Eigenvalues and matrix definiteness.mp4
46 MB
14. Quadratic form and definiteness/11. Proof Eigenvalues and matrix definiteness.vtt
8.9 kB
14. Quadratic form and definiteness/2. The quadratic form in algebra.mp4
46 MB
14. Quadratic form and definiteness/2. The quadratic form in algebra.vtt
12 kB
14. Quadratic form and definiteness/3. The quadratic form in geometry.mp4
55 MB
14. Quadratic form and definiteness/3. The quadratic form in geometry.vtt
12 kB
14. Quadratic form and definiteness/4. The normalized quadratic form.mp4
31 MB
14. Quadratic form and definiteness/4. The normalized quadratic form.vtt
7.3 kB
14. Quadratic form and definiteness/5. Code challenge Visualize the normalized quadratic form.mp4
94 MB
14. Quadratic form and definiteness/5. Code challenge Visualize the normalized quadratic form.vtt
16 kB
14. Quadratic form and definiteness/6. Eigenvectors and the quadratic form surface.mp4
25 MB
14. Quadratic form and definiteness/6. Eigenvectors and the quadratic form surface.vtt
4.1 kB
14. Quadratic form and definiteness/7. Application of the normalized quadratic form PCA.mp4
126 MB
14. Quadratic form and definiteness/7. Application of the normalized quadratic form PCA.vtt
20 kB
14. Quadratic form and definiteness/8. Quadratic form of generalized eigendecomposition.mp4
64 MB
14. Quadratic form and definiteness/8. Quadratic form of generalized eigendecomposition.vtt
11 kB
14. Quadratic form and definiteness/9. Matrix definiteness, geometry, and eigenvalues.mp4
63 MB
14. Quadratic form and definiteness/9. Matrix definiteness, geometry, and eigenvalues.vtt
11 kB
15. Discount coupons for related courses/1. Bonus Links to related courses.html
2.3 kB
2. Vectors/1. Exercises + code.html
80 B
2. Vectors/1.1 linalg_vectors.zip.zip
386 kB
2. Vectors/10. Dot product geometry sign and orthogonality.mp4
77 MB
2. Vectors/10. Dot product geometry sign and orthogonality.vtt
18 kB
2. Vectors/11. Vector orthogonality.html
144 B
2. Vectors/12. Relative vector angles.html
144 B
2. Vectors/13. Code challenge dot product sign and scalar multiplication.mp4
45 MB
2. Vectors/13. Code challenge dot product sign and scalar multiplication.vtt
13 kB
2. Vectors/14. Code challenge is the dot product commutative.mp4
28 MB
2. Vectors/14. Code challenge is the dot product commutative.vtt
8.4 kB
2. Vectors/15. Vector Hadamard multiplication.mp4
12 MB
2. Vectors/15. Vector Hadamard multiplication.vtt
2.8 kB
2. Vectors/16. Outer product.mp4
42 MB
2. Vectors/16. Outer product.vtt
9.6 kB
2. Vectors/17. Vector cross product.mp4
44 MB
2. Vectors/17. Vector cross product.vtt
7.6 kB
2. Vectors/18. Vectors with complex numbers.mp4
33 MB
2. Vectors/18. Vectors with complex numbers.vtt
9.1 kB
2. Vectors/19. Hermitian transpose (a.k.a. conjugate transpose).mp4
56 MB
2. Vectors/19. Hermitian transpose (a.k.a. conjugate transpose).vtt
14 kB
2. Vectors/2. Algebraic and geometric interpretations of vectors.mp4
41 MB
2. Vectors/2. Algebraic and geometric interpretations of vectors.vtt
11 kB
2. Vectors/20. Interpreting and creating unit vectors.mp4
26 MB
2. Vectors/20. Interpreting and creating unit vectors.vtt
6.2 kB
2. Vectors/21. Code challenge dot products with unit vectors.mp4
45 MB
2. Vectors/21. Code challenge dot products with unit vectors.vtt
12 kB
2. Vectors/22. Dimensions and fields in linear algebra.mp4
39 MB
2. Vectors/22. Dimensions and fields in linear algebra.vtt
8.8 kB
2. Vectors/23. Subspaces.mp4
70 MB
2. Vectors/23. Subspaces.vtt
17 kB
2. Vectors/24. Subspaces vs. subsets.mp4
29 MB
2. Vectors/24. Subspaces vs. subsets.vtt
6.2 kB
2. Vectors/25. Span.mp4
60 MB
2. Vectors/25. Span.vtt
12 kB
2. Vectors/26. In the span.html
144 B
2. Vectors/27. Linear independence.mp4
76 MB
2. Vectors/27. Linear independence.vtt
18 kB
2. Vectors/28. Basis.mp4
51 MB
2. Vectors/28. Basis.vtt
13 kB
2. Vectors/3. Vector addition and subtraction.mp4
26 MB
2. Vectors/3. Vector addition and subtraction.vtt
6.9 kB
2. Vectors/4. Vector-scalar multiplication.mp4
29 MB
2. Vectors/4. Vector-scalar multiplication.vtt
7.6 kB
2. Vectors/5. Vector-vector multiplication the dot product.mp4
32 MB
2. Vectors/5. Vector-vector multiplication the dot product.vtt
8.5 kB
2. Vectors/6. Dot product properties associative, distributive, commutative.mp4
57 MB
2. Vectors/6. Dot product properties associative, distributive, commutative.vtt
15 kB
2. Vectors/7. Code challenge dot products with matrix columns.mp4
23 MB
2. Vectors/7. Code challenge dot products with matrix columns.vtt
8.0 kB
2. Vectors/8. Vector length.mp4
24 MB
2. Vectors/8. Vector length.vtt
6.5 kB
2. Vectors/9. Vector length in MATLAB.html
144 B
3. Introduction to matrices/1. Exercises + code.html
75 B
3. Introduction to matrices/1.1 linalg_matrices.zip.zip
166 kB
3. Introduction to matrices/10. Complex matrices.mp4
6.8 MB
3. Introduction to matrices/10. Complex matrices.vtt
2.2 kB
3. Introduction to matrices/11. Addition, equality, and transpose.html
144 B
3. Introduction to matrices/12. Diagonal and trace.mp4
27 MB
3. Introduction to matrices/12. Diagonal and trace.vtt
6.5 kB
3. Introduction to matrices/13. Code challenge linearity of trace.mp4
36 MB
3. Introduction to matrices/13. Code challenge linearity of trace.vtt
9.8 kB
3. Introduction to matrices/2. Matrix terminology and dimensionality.mp4
33 MB
3. Introduction to matrices/2. Matrix terminology and dimensionality.vtt
9.0 kB
3. Introduction to matrices/3. Matrix sizes and dimensionality.html
144 B
3. Introduction to matrices/4. A zoo of matrices.mp4
55 MB
3. Introduction to matrices/4. A zoo of matrices.vtt
13 kB
3. Introduction to matrices/5. Can the matrices be concatenated.html
144 B
3. Introduction to matrices/6. Matrix addition and subtraction.mp4
27 MB
3. Introduction to matrices/6. Matrix addition and subtraction.vtt
6.7 kB
3. Introduction to matrices/7. Matrix-scalar multiplication.mp4
8.0 MB
3. Introduction to matrices/7. Matrix-scalar multiplication.vtt
1.8 kB
3. Introduction to matrices/8. Code challenge is matrix-scalar multiplication a linear operation.mp4
25 MB
3. Introduction to matrices/8. Code challenge is matrix-scalar multiplication a linear operation.vtt
6.2 kB
3. Introduction to matrices/9. Transpose.mp4
31 MB
3. Introduction to matrices/9. Transpose.vtt
7.5 kB
4. Matrix multiplications/1. Exercises + code.html
87 B
4. Matrix multiplications/1.1 linalg_matrixMult.zip.zip
215 kB
4. Matrix multiplications/10. Code challenge Pure and impure rotation matrices.mp4
65 MB
4. Matrix multiplications/10. Code challenge Pure and impure rotation matrices.vtt
12 kB
4. Matrix multiplications/11. Code challenge Geometric transformations via matrix multiplications.mp4
79 MB
4. Matrix multiplications/11. Code challenge Geometric transformations via matrix multiplications.vtt
16 kB
4. Matrix multiplications/12. Additive and multiplicative matrix identities.mp4
25 MB
4. Matrix multiplications/12. Additive and multiplicative matrix identities.vtt
5.7 kB
4. Matrix multiplications/13. Additive and multiplicative symmetric matrices.mp4
54 MB
4. Matrix multiplications/13. Additive and multiplicative symmetric matrices.vtt
13 kB
4. Matrix multiplications/14. Hadamard (element-wise) multiplication.mp4
12 MB
4. Matrix multiplications/14. Hadamard (element-wise) multiplication.vtt
2.9 kB
4. Matrix multiplications/15. Matrix operation equality.html
144 B
4. Matrix multiplications/16. Code challenge symmetry of combined symmetric matrices.mp4
34 MB
4. Matrix multiplications/16. Code challenge symmetry of combined symmetric matrices.vtt
9.3 kB
4. Matrix multiplications/17. Multiplication of two symmetric matrices.mp4
50 MB
4. Matrix multiplications/17. Multiplication of two symmetric matrices.vtt
11 kB
4. Matrix multiplications/18. Code challenge standard and Hadamard multiplication for diagonal matrices.mp4
20 MB
4. Matrix multiplications/18. Code challenge standard and Hadamard multiplication for diagonal matrices.vtt
5.7 kB
4. Matrix multiplications/19. Code challenge Fourier transform via matrix multiplication!.mp4
48 MB
4. Matrix multiplications/19. Code challenge Fourier transform via matrix multiplication!.vtt
12 kB
4. Matrix multiplications/2. Introduction to standard matrix multiplication.mp4
38 MB
4. Matrix multiplications/2. Introduction to standard matrix multiplication.vtt
9.3 kB
4. Matrix multiplications/20. Frobenius dot product.mp4
45 MB
4. Matrix multiplications/20. Frobenius dot product.vtt
9.4 kB
4. Matrix multiplications/21. What about matrix division.mp4
14 MB
4. Matrix multiplications/21. What about matrix division.vtt
4.8 kB
4. Matrix multiplications/3. Four ways to think about matrix multiplication.mp4
51 MB
4. Matrix multiplications/3. Four ways to think about matrix multiplication.vtt
13 kB
4. Matrix multiplications/4. Code challenge matrix multiplication by layering.mp4
36 MB
4. Matrix multiplications/4. Code challenge matrix multiplication by layering.vtt
9.3 kB
4. Matrix multiplications/5. Matrix multiplication with a diagonal matrix.mp4
18 MB
4. Matrix multiplications/5. Matrix multiplication with a diagonal matrix.vtt
4.3 kB
4. Matrix multiplications/6. Order-of-operations on matrices.mp4
37 MB
4. Matrix multiplications/6. Order-of-operations on matrices.vtt
7.3 kB
4. Matrix multiplications/7. Matrix-vector multiplication.mp4
76 MB
4. Matrix multiplications/7. Matrix-vector multiplication.vtt
17 kB
4. Matrix multiplications/8. Find the missing value!.html
144 B
4. Matrix multiplications/9. 2D transformation matrices.mp4
52 MB
4. Matrix multiplications/9. 2D transformation matrices.vtt
13 kB
5. Matrix rank/1. Exercises + code.html
85 B
5. Matrix rank/1.1 linalg_matrixRank.zip.zip
180 kB
5. Matrix rank/10. Code challenge rank of multiplied and summed matrices.mp4
30 MB
5. Matrix rank/10. Code challenge rank of multiplied and summed matrices.vtt
7.6 kB
5. Matrix rank/11. Making a matrix full-rank by shifting.mp4
60 MB
5. Matrix rank/11. Making a matrix full-rank by shifting.vtt
12 kB
5. Matrix rank/12. Code challenge is this vector in the span of this set.mp4
24 MB
5. Matrix rank/12. Code challenge is this vector in the span of this set.vtt
8.0 kB
5. Matrix rank/2. Rank concepts, terms, and applications.mp4
49 MB
5. Matrix rank/2. Rank concepts, terms, and applications.vtt
12 kB
5. Matrix rank/3. Maximum possible rank..html
144 B
5. Matrix rank/4. Computing rank theory and practice.mp4
90 MB
5. Matrix rank/4. Computing rank theory and practice.vtt
19 kB
5. Matrix rank/5. Rank of added and multiplied matrices.mp4
59 MB
5. Matrix rank/5. Rank of added and multiplied matrices.vtt
13 kB
5. Matrix rank/6. What's the maximum possible rank.html
144 B
5. Matrix rank/7. Code challenge reduced-rank matrix via multiplication.mp4
34 MB
5. Matrix rank/7. Code challenge reduced-rank matrix via multiplication.vtt
8.8 kB
5. Matrix rank/8. Code challenge scalar multiplication and rank.mp4
56 MB
5. Matrix rank/8. Code challenge scalar multiplication and rank.vtt
15 kB
5. Matrix rank/9. Rank of A^TA and AA^T.mp4
45 MB
5. Matrix rank/9. Rank of A^TA and AA^T.vtt
12 kB
6. Matrix spaces/1. Exercises + code.html
36 B
6. Matrix spaces/1.1 linalg_matrixSpaces.zip.zip
210 kB
6. Matrix spaces/2. Column space of a matrix.mp4
56 MB
6. Matrix spaces/2. Column space of a matrix.vtt
14 kB
6. Matrix spaces/3. Column space, visualized in MATLAB.mp4
28 MB
6. Matrix spaces/3. Column space, visualized in MATLAB.vtt
4.2 kB
6. Matrix spaces/4. Row space of a matrix.mp4
23 MB
6. Matrix spaces/4. Row space of a matrix.vtt
4.8 kB
6. Matrix spaces/5. Null space and left null space of a matrix.mp4
62 MB
6. Matrix spaces/5. Null space and left null space of a matrix.mp4.jpg
60 kB
6. Matrix spaces/5. Null space and left null space of a matrix.txt
250 B
6. Matrix spaces/5. Null space and left null space of a matrix.vtt
16 kB
6. Matrix spaces/6. Columnleft-null and rownull spaces are orthogonal.mp4
49 MB
6. Matrix spaces/6. Columnleft-null and rownull spaces are orthogonal.vtt
12 kB
6. Matrix spaces/7. Dimensions of columnrownull spaces.mp4
40 MB
6. Matrix spaces/7. Dimensions of columnrownull spaces.vtt
9.1 kB
6. Matrix spaces/8. Example of the four subspaces.mp4
51 MB
6. Matrix spaces/8. Example of the four subspaces.vtt
13 kB
6. Matrix spaces/9. More on Ax=b and Ax=0.mp4
34 MB
6. Matrix spaces/9. More on Ax=b and Ax=0.vtt
8.1 kB
7. Solving systems of equations/1. Exercises + code.html
40 B
7. Solving systems of equations/1.1 linalg_systems.zip.zip
211 kB
7. Solving systems of equations/2. Systems of equations algebra and geometry.mp4
85 MB
7. Solving systems of equations/2. Systems of equations algebra and geometry.vtt
18 kB
7. Solving systems of equations/3. Converting systems of equations to matrix equations.mp4
21 MB
7. Solving systems of equations/3. Converting systems of equations to matrix equations.vtt
5.1 kB
7. Solving systems of equations/4. Gaussian elimination.mp4
64 MB
7. Solving systems of equations/4. Gaussian elimination.vtt
18 kB
7. Solving systems of equations/5. Echelon form and pivots.mp4
29 MB
7. Solving systems of equations/5. Echelon form and pivots.vtt
8.5 kB
7. Solving systems of equations/6. Reduced row echelon form.mp4
79 MB
7. Solving systems of equations/6. Reduced row echelon form.vtt
20 kB
7. Solving systems of equations/7. Code challenge RREF of matrices with different sizes and ranks.mp4
51 MB
7. Solving systems of equations/7. Code challenge RREF of matrices with different sizes and ranks.vtt
13 kB
7. Solving systems of equations/8. Matrix spaces after row reduction.mp4
46 MB
7. Solving systems of equations/8. Matrix spaces after row reduction.vtt
11 kB
8. Matrix determinant/1. Exercises.html
52 B
8. Matrix determinant/1.1 linalg_matrixDet.pdf.pdf
138 kB
8. Matrix determinant/2. Determinant concept and applications.mp4
34 MB
8. Matrix determinant/2. Determinant concept and applications.vtt
7.2 kB
8. Matrix determinant/3. Determinant of a 2x2 matrix.mp4
27 MB
8. Matrix determinant/3. Determinant of a 2x2 matrix.vtt
8.1 kB
8. Matrix determinant/4. Code challenge determinant of small and large singular matrices.mp4
39 MB
8. Matrix determinant/4. Code challenge determinant of small and large singular matrices.vtt
10 kB
8. Matrix determinant/5. Determinant of a 3x3 matrix.mp4
63 MB
8. Matrix determinant/5. Determinant of a 3x3 matrix.vtt
15 kB
8. Matrix determinant/6. Code challenge large matrices with row exchanges.mp4
18 MB
8. Matrix determinant/6. Code challenge large matrices with row exchanges.vtt
5.6 kB
8. Matrix determinant/7. Find matrix values for a given determinant.mp4
22 MB
8. Matrix determinant/7. Find matrix values for a given determinant.vtt
5.8 kB
8. Matrix determinant/8. Code challenge determinant of shifted matrices.mp4
76 MB
8. Matrix determinant/8. Code challenge determinant of shifted matrices.vtt
16 kB
9. Matrix inverse/1. Exercises + code.html
85 B
9. Matrix inverse/1.1 linalg_inverse.zip.zip
226 kB
9. Matrix inverse/10. One-sided inverses in MATLAB.mp4
45 MB
9. Matrix inverse/10. One-sided inverses in MATLAB.vtt
7.5 kB
9. Matrix inverse/11. Proof the inverse is unique.mp4
16 MB
9. Matrix inverse/11. Proof the inverse is unique.vtt
3.5 kB
9. Matrix inverse/12. Pseudo-inverse, part 1.mp4
54 MB
9. Matrix inverse/12. Pseudo-inverse, part 1.vtt
9.7 kB
9. Matrix inverse/13. Code challenge pseudoinverse of invertible matrices.mp4
19 MB
9. Matrix inverse/13. Code challenge pseudoinverse of invertible matrices.vtt
4.9 kB
9. Matrix inverse/2. Matrix inverse Concept and applications.mp4
49 MB
9. Matrix inverse/2. Matrix inverse Concept and applications.vtt
14 kB
9. Matrix inverse/3. Computing the inverse in MATLAB.mp4
19 MB
9. Matrix inverse/3. Computing the inverse in MATLAB.vtt
3.8 kB
9. Matrix inverse/4. Inverse of a 2x2 matrix.mp4
39 MB
9. Matrix inverse/4. Inverse of a 2x2 matrix.vtt
8.9 kB
9. Matrix inverse/5. The MCA algorithm to compute the inverse.mp4
64 MB
9. Matrix inverse/5. The MCA algorithm to compute the inverse.vtt
16 kB
9. Matrix inverse/6. Code challenge Implement the MCA algorithm!!.mp4
72 MB
9. Matrix inverse/6. Code challenge Implement the MCA algorithm!!.vtt
17 kB
9. Matrix inverse/7. Computing the inverse via row reduction.mp4
56 MB
9. Matrix inverse/7. Computing the inverse via row reduction.vtt
13 kB
9. Matrix inverse/8. Code challenge inverse of a diagonal matrix.mp4
37 MB
9. Matrix inverse/8. Code challenge inverse of a diagonal matrix.vtt
9.5 kB
9. Matrix inverse/9. Left inverse and right inverse.mp4
42 MB
9. Matrix inverse/9. Left inverse and right inverse.vtt
10 kB
[GigaCourse.com].url
49 B