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[DesireCourse.Com] Udemy - Complete linear algebra theory and implementation

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File Name
Size
1. Introductions/1. What is linear algebra.mp4
65 MB
1. Introductions/1. What is linear algebra.srt
10 kB
1. Introductions/1. What is linear algebra.vtt
8.8 kB
1. Introductions/2. Linear algebra applications.mp4
30 MB
1. Introductions/2. Linear algebra applications.srt
7.4 kB
1. Introductions/2. Linear algebra applications.vtt
6.6 kB
1. Introductions/3. How best to learn from this course.mp4
27 MB
1. Introductions/3. How best to learn from this course.srt
5.7 kB
1. Introductions/3. How best to learn from this course.vtt
5.0 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.srt
5.0 kB
1. Introductions/4. Using MATLAB, Octave, or Python in this course.vtt
4.5 kB
1. Introductions/5. Leaving reviews, course coupons.mp4
18 MB
1. Introductions/5. Leaving reviews, course coupons.srt
3.0 kB
1. Introductions/5. Leaving reviews, course coupons.vtt
2.7 kB
10. Projections and orthogonalization/1. Exercises + code.html
76 B
10. Projections and orthogonalization/1.1 linalg_projorth.zip.zip
288 kB
10. Projections and orthogonalization/2. Projections in R^2.mp4
52 MB
10. Projections and orthogonalization/2. Projections in R^2.srt
12 kB
10. Projections and orthogonalization/2. Projections in R^2.vtt
11 kB
10. Projections and orthogonalization/3. Projections in R^N.mp4
76 MB
10. Projections and orthogonalization/3. Projections in R^N.srt
18 kB
10. Projections and orthogonalization/3. Projections in R^N.vtt
16 kB
10. Projections and orthogonalization/4. Orthogonal and parallel vector components.mp4
47 MB
10. Projections and orthogonalization/4. Orthogonal and parallel vector components.srt
14 kB
10. Projections and orthogonalization/4. Orthogonal and parallel vector components.vtt
12 kB
10. Projections and orthogonalization/5. Code challenge decompose vector to orthogonal components.mp4
48 MB
10. Projections and orthogonalization/5. Code challenge decompose vector to orthogonal components.srt
10 kB
10. Projections and orthogonalization/5. Code challenge decompose vector to orthogonal components.vtt
9.1 kB
10. Projections and orthogonalization/6. Orthogonal matrices.mp4
55 MB
10. Projections and orthogonalization/6. Orthogonal matrices.srt
17 kB
10. Projections and orthogonalization/6. Orthogonal matrices.vtt
15 kB
10. Projections and orthogonalization/7. Gram-Schmidt and QR decomposition.mp4
68 MB
10. Projections and orthogonalization/7. Gram-Schmidt and QR decomposition.srt
20 kB
10. Projections and orthogonalization/7. Gram-Schmidt and QR decomposition.vtt
17 kB
10. Projections and orthogonalization/8. Matrix inverse via QR decomposition.mp4
13 MB
10. Projections and orthogonalization/8. Matrix inverse via QR decomposition.srt
2.8 kB
10. Projections and orthogonalization/8. Matrix inverse via QR decomposition.vtt
2.5 kB
10. Projections and orthogonalization/9. Code challenge Inverse via QR.mp4
48 MB
10. Projections and orthogonalization/9. Code challenge Inverse via QR.srt
9.3 kB
10. Projections and orthogonalization/9. Code challenge Inverse via QR.vtt
8.1 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
107 MB
11. Least-squares for model-fitting in statistics/2. Introduction to least-squares.srt
16 kB
11. Least-squares for model-fitting in statistics/2. Introduction to least-squares.vtt
14 kB
11. Least-squares for model-fitting in statistics/3. Least-squares via left inverse.mp4
49 MB
11. Least-squares for model-fitting in statistics/3. Least-squares via left inverse.srt
13 kB
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
35 MB
11. Least-squares for model-fitting in statistics/4. Least-squares via orthogonal projection.srt
9.8 kB
11. Least-squares for model-fitting in statistics/4. Least-squares via orthogonal projection.vtt
8.6 kB
11. Least-squares for model-fitting in statistics/5. Least-squares via row-reduction.mp4
47 MB
11. Least-squares for model-fitting in statistics/5. Least-squares via row-reduction.srt
13 kB
11. Least-squares for model-fitting in statistics/5. Least-squares via row-reduction.vtt
12 kB
11. Least-squares for model-fitting in statistics/6. Model-predicted values and residuals.mp4
31 MB
11. Least-squares for model-fitting in statistics/6. Model-predicted values and residuals.srt
8.3 kB
11. Least-squares for model-fitting in statistics/6. Model-predicted values and residuals.vtt
7.3 kB
11. Least-squares for model-fitting in statistics/7. Least-squares application 1.mp4
81 MB
11. Least-squares for model-fitting in statistics/7. Least-squares application 1.srt
15 kB
11. Least-squares for model-fitting in statistics/7. Least-squares application 1.vtt
13 kB
11. Least-squares for model-fitting in statistics/8. Least-squares application 2.mp4
133 MB
11. Least-squares for model-fitting in statistics/8. Least-squares application 2.srt
23 kB
11. Least-squares for model-fitting in statistics/8. Least-squares application 2.vtt
20 kB
12. Eigendecomposition/1. Exercises + code.html
33 B
12. Eigendecomposition/1.1 linalg_eig.zip.zip
303 kB
12. Eigendecomposition/10. Matrix powers via diagonalization.mp4
100 MB
12. Eigendecomposition/10. Matrix powers via diagonalization.srt
20 kB
12. Eigendecomposition/10. Matrix powers via diagonalization.vtt
17 kB
12. Eigendecomposition/11. Eigenvectors of distinct eigenvalues.mp4
56 MB
12. Eigendecomposition/11. Eigenvectors of distinct eigenvalues.srt
11 kB
12. Eigendecomposition/11. Eigenvectors of distinct eigenvalues.vtt
9.5 kB
12. Eigendecomposition/12. Eigenvectors of repeated eigenvalues.mp4
65 MB
12. Eigendecomposition/12. Eigenvectors of repeated eigenvalues.srt
15 kB
12. Eigendecomposition/12. Eigenvectors of repeated eigenvalues.vtt
13 kB
12. Eigendecomposition/13. Eigendecomposition of symmetric matrices.mp4
74 MB
12. Eigendecomposition/13. Eigendecomposition of symmetric matrices.srt
18 kB
12. Eigendecomposition/13. Eigendecomposition of symmetric matrices.vtt
16 kB
12. Eigendecomposition/14. Eigendecomposition of singular matrices.mp4
16 MB
12. Eigendecomposition/14. Eigendecomposition of singular matrices.srt
5.3 kB
12. Eigendecomposition/14. Eigendecomposition of singular matrices.vtt
4.7 kB
12. Eigendecomposition/15. Code challenge trace and determinant, eigenvalues sum and product.mp4
24 MB
12. Eigendecomposition/15. Code challenge trace and determinant, eigenvalues sum and product.srt
6.9 kB
12. Eigendecomposition/15. Code challenge trace and determinant, eigenvalues sum and product.vtt
6.0 kB
12. Eigendecomposition/16. Generalized eigendecomposition.mp4
62 MB
12. Eigendecomposition/16. Generalized eigendecomposition.srt
13 kB
12. Eigendecomposition/16. Generalized eigendecomposition.vtt
12 kB
12. Eigendecomposition/2. What are eigenvalues and eigenvectors.mp4
86 MB
12. Eigendecomposition/2. What are eigenvalues and eigenvectors.srt
17 kB
12. Eigendecomposition/2. What are eigenvalues and eigenvectors.vtt
15 kB
12. Eigendecomposition/3. Finding eigenvalues.mp4
73 MB
12. Eigendecomposition/3. Finding eigenvalues.srt
19 kB
12. Eigendecomposition/3. Finding eigenvalues.vtt
17 kB
12. Eigendecomposition/4. Shortcut for eigenvalues of a 2x2 matrix.mp4
8.6 MB
12. Eigendecomposition/4. Shortcut for eigenvalues of a 2x2 matrix.srt
2.4 kB
12. Eigendecomposition/4. Shortcut for eigenvalues of a 2x2 matrix.vtt
2.1 kB
12. Eigendecomposition/5. Code challenge eigenvalues of diagonal and triangular matrices.mp4
26 MB
12. Eigendecomposition/5. Code challenge eigenvalues of diagonal and triangular matrices.srt
7.0 kB
12. Eigendecomposition/5. Code challenge eigenvalues of diagonal and triangular matrices.vtt
6.1 kB
12. Eigendecomposition/6. Code challenge eigenvalues of random matrices.mp4
40 MB
12. Eigendecomposition/6. Code challenge eigenvalues of random matrices.srt
8.2 kB
12. Eigendecomposition/6. Code challenge eigenvalues of random matrices.vtt
7.1 kB
12. Eigendecomposition/7. Finding eigenvectors.mp4
65 MB
12. Eigendecomposition/7. Finding eigenvectors.srt
15 kB
12. Eigendecomposition/7. Finding eigenvectors.vtt
13 kB
12. Eigendecomposition/8. Eigendecomposition by hand two examples.mp4
52 MB
12. Eigendecomposition/8. Eigendecomposition by hand two examples.srt
14 kB
12. Eigendecomposition/8. Eigendecomposition by hand two examples.vtt
12 kB
12. Eigendecomposition/9. Diagonalization.mp4
47 MB
12. Eigendecomposition/9. Diagonalization.srt
12 kB
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. Code challenge Create matrix with desired condition number.mp4
79 MB
13. Singular value decomposition/10. Code challenge Create matrix with desired condition number.srt
15 kB
13. Singular value decomposition/10. Code challenge Create matrix with desired condition number.vtt
13 kB
13. Singular value decomposition/2. Singular value decomposition (SVD).mp4
74 MB
13. Singular value decomposition/2. Singular value decomposition (SVD).srt
16 kB
13. Singular value decomposition/2. Singular value decomposition (SVD).vtt
14 kB
13. Singular value decomposition/3. Code challenge SVD vs. eigendecomposition for square symmetric matrices.mp4
79 MB
13. Singular value decomposition/3. Code challenge SVD vs. eigendecomposition for square symmetric matrices.srt
16 kB
13. Singular value decomposition/3. Code challenge SVD vs. eigendecomposition for square symmetric matrices.vtt
14 kB
13. Singular value decomposition/4. SVD and the four subspaces.mp4
38 MB
13. Singular value decomposition/4. SVD and the four subspaces.srt
9.4 kB
13. Singular value decomposition/4. SVD and the four subspaces.vtt
8.2 kB
13. Singular value decomposition/5. Spectral theory of matrices.mp4
117 MB
13. Singular value decomposition/5. Spectral theory of matrices.srt
15 kB
13. Singular value decomposition/5. Spectral theory of matrices.vtt
13 kB
13. Singular value decomposition/6. SVD for low-rank approximations.mp4
68 MB
13. Singular value decomposition/6. SVD for low-rank approximations.srt
13 kB
13. Singular value decomposition/6. SVD for low-rank approximations.vtt
11 kB
13. Singular value decomposition/7. Convert singular values to percent variance.mp4
73 MB
13. Singular value decomposition/7. Convert singular values to percent variance.srt
14 kB
13. Singular value decomposition/7. Convert singular values to percent variance.vtt
13 kB
13. Singular value decomposition/8. SVD, matrix inverse, and pseudoinverse.mp4
50 MB
13. Singular value decomposition/8. SVD, matrix inverse, and pseudoinverse.srt
12 kB
13. Singular value decomposition/8. SVD, matrix inverse, and pseudoinverse.vtt
10 kB
13. Singular value decomposition/9. Condition number of a matrix.mp4
53 MB
13. Singular value decomposition/9. Condition number of a matrix.srt
10 kB
13. Singular value decomposition/9. Condition number of a matrix.vtt
9.2 kB
14. Quadratic form and definiteness/1. Exercises + code.html
55 B
14. Quadratic form and definiteness/1.1 linalg_quadformDefinite.zip.zip
264 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.srt
7.9 kB
14. Quadratic form and definiteness/10. Proof A^TA is always positive (semi)definite.vtt
6.9 kB
14. Quadratic form and definiteness/2. The quadratic form in algebra.mp4
66 MB
14. Quadratic form and definiteness/2. The quadratic form in algebra.srt
15 kB
14. Quadratic form and definiteness/2. The quadratic form in algebra.vtt
13 kB
14. Quadratic form and definiteness/3. The quadratic form in geometry.mp4
65 MB
14. Quadratic form and definiteness/3. The quadratic form in geometry.srt
15 kB
14. Quadratic form and definiteness/3. The quadratic form in geometry.vtt
13 kB
14. Quadratic form and definiteness/4. The normalized quadratic form.mp4
32 MB
14. Quadratic form and definiteness/4. The normalized quadratic form.srt
7.9 kB
14. Quadratic form and definiteness/4. The normalized quadratic form.vtt
7.0 kB
14. Quadratic form and definiteness/5. Code challenge Visualize the normalized quadratic form.mp4
81 MB
14. Quadratic form and definiteness/5. Code challenge Visualize the normalized quadratic form.srt
14 kB
14. Quadratic form and definiteness/5. Code challenge Visualize the normalized quadratic form.vtt
12 kB
14. Quadratic form and definiteness/6. Eigenvectors and the quadratic form surface.mp4
45 MB
14. Quadratic form and definiteness/6. Eigenvectors and the quadratic form surface.srt
7.2 kB
14. Quadratic form and definiteness/6. Eigenvectors and the quadratic form surface.vtt
6.4 kB
14. Quadratic form and definiteness/7. Application of the normalized quadratic form PCA.mp4
131 MB
14. Quadratic form and definiteness/7. Application of the normalized quadratic form PCA.srt
20 kB
14. Quadratic form and definiteness/7. Application of the normalized quadratic form PCA.vtt
18 kB
14. Quadratic form and definiteness/8. Quadratic form of generalized eigendecomposition.mp4
65 MB
14. Quadratic form and definiteness/8. Quadratic form of generalized eigendecomposition.srt
12 kB
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
53 MB
14. Quadratic form and definiteness/9. Matrix definiteness, geometry, and eigenvalues.srt
10 kB
14. Quadratic form and definiteness/9. Matrix definiteness, geometry, and eigenvalues.vtt
8.9 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
385 kB
2. Vectors/10. Vector orthogonality.html
144 B
2. Vectors/11. Relative vector angles.html
144 B
2. Vectors/12. Code challenge dot product sign and scalar multiplication.mp4
45 MB
2. Vectors/12. Code challenge dot product sign and scalar multiplication.srt
14 kB
2. Vectors/12. Code challenge dot product sign and scalar multiplication.vtt
13 kB
2. Vectors/13. Code challenge is the dot product commutative.mp4
28 MB
2. Vectors/13. Code challenge is the dot product commutative.srt
9.3 kB
2. Vectors/13. Code challenge is the dot product commutative.vtt
8.1 kB
2. Vectors/14. Vector Hadamard multiplication.mp4
12 MB
2. Vectors/14. Vector Hadamard multiplication.srt
3.0 kB
2. Vectors/14. Vector Hadamard multiplication.vtt
2.7 kB
2. Vectors/15. Outer product.mp4
42 MB
2. Vectors/15. Outer product.srt
10 kB
2. Vectors/15. Outer product.vtt
9.3 kB
2. Vectors/16. Vector cross product.mp4
44 MB
2. Vectors/16. Vector cross product.srt
8.3 kB
2. Vectors/16. Vector cross product.vtt
7.3 kB
2. Vectors/17. Vectors with complex numbers.mp4
33 MB
2. Vectors/17. Vectors with complex numbers.srt
10 kB
2. Vectors/17. Vectors with complex numbers.vtt
8.8 kB
2. Vectors/18. Hermitian transpose (a.k.a. conjugate transpose).mp4
56 MB
2. Vectors/18. Hermitian transpose (a.k.a. conjugate transpose).srt
15 kB
2. Vectors/18. Hermitian transpose (a.k.a. conjugate transpose).vtt
13 kB
2. Vectors/19. Interpreting and creating unit vectors.mp4
26 MB
2. Vectors/19. Interpreting and creating unit vectors.srt
6.8 kB
2. Vectors/19. Interpreting and creating unit vectors.vtt
6.0 kB
2. Vectors/2. Algebraic and geometric interpretations of vectors.mp4
48 MB
2. Vectors/2. Algebraic and geometric interpretations of vectors.srt
12 kB
2. Vectors/2. Algebraic and geometric interpretations of vectors.vtt
10 kB
2. Vectors/20. Code challenge dot products with unit vectors.mp4
45 MB
2. Vectors/20. Code challenge dot products with unit vectors.srt
13 kB
2. Vectors/20. Code challenge dot products with unit vectors.vtt
11 kB
2. Vectors/21. Dimensions and fields in linear algebra.mp4
39 MB
2. Vectors/21. Dimensions and fields in linear algebra.srt
9.7 kB
2. Vectors/21. Dimensions and fields in linear algebra.vtt
8.5 kB
2. Vectors/22. Subspaces.mp4
70 MB
2. Vectors/22. Subspaces.srt
19 kB
2. Vectors/22. Subspaces.vtt
16 kB
2. Vectors/23. Subspaces vs. subsets.mp4
29 MB
2. Vectors/23. Subspaces vs. subsets.srt
6.8 kB
2. Vectors/23. Subspaces vs. subsets.vtt
6.0 kB
2. Vectors/24. Span.mp4
60 MB
2. Vectors/24. Span.srt
14 kB
2. Vectors/24. Span.vtt
12 kB
2. Vectors/25. In the span.html
144 B
2. Vectors/26. Linear independence.mp4
76 MB
2. Vectors/26. Linear independence.srt
19 kB
2. Vectors/26. Linear independence.vtt
17 kB
2. Vectors/27. Basis.mp4
51 MB
2. Vectors/27. Basis.srt
14 kB
2. Vectors/27. Basis.vtt
12 kB
2. Vectors/3. Vector addition and subtraction.mp4
26 MB
2. Vectors/3. Vector addition and subtraction.srt
7.4 kB
2. Vectors/3. Vector addition and subtraction.vtt
6.6 kB
2. Vectors/4. Vector-scalar multiplication.mp4
29 MB
2. Vectors/4. Vector-scalar multiplication.srt
8.3 kB
2. Vectors/4. Vector-scalar multiplication.vtt
7.3 kB
2. Vectors/5. Vector-vector multiplication the dot product.mp4
32 MB
2. Vectors/5. Vector-vector multiplication the dot product.srt
9.3 kB
2. Vectors/5. Vector-vector multiplication the dot product.vtt
8.2 kB
2. Vectors/6. Code challenge dot products with matrix columns.mp4
23 MB
2. Vectors/6. Code challenge dot products with matrix columns.srt
8.7 kB
2. Vectors/6. Code challenge dot products with matrix columns.vtt
7.7 kB
2. Vectors/7. Vector length.mp4
24 MB
2. Vectors/7. Vector length.srt
7.2 kB
2. Vectors/7. Vector length.vtt
6.3 kB
2. Vectors/8. Vector length in MATLAB.html
144 B
2. Vectors/9. Dot product geometry sign and orthogonality.mp4
77 MB
2. Vectors/9. Dot product geometry sign and orthogonality.srt
20 kB
2. Vectors/9. Dot product geometry sign and orthogonality.vtt
17 kB
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.srt
2.3 kB
3. Introduction to matrices/10. Complex matrices.vtt
2.1 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.srt
7.1 kB
3. Introduction to matrices/12. Diagonal and trace.vtt
6.4 kB
3. Introduction to matrices/13. Code challenge linearity of trace.mp4
36 MB
3. Introduction to matrices/13. Code challenge linearity of trace.srt
11 kB
3. Introduction to matrices/13. Code challenge linearity of trace.vtt
9.4 kB
3. Introduction to matrices/2. Matrix terminology and dimensionality.mp4
41 MB
3. Introduction to matrices/2. Matrix terminology and dimensionality.srt
9.8 kB
3. Introduction to matrices/2. Matrix terminology and dimensionality.vtt
8.7 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.srt
14 kB
3. Introduction to matrices/4. A zoo of matrices.vtt
12 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.srt
7.4 kB
3. Introduction to matrices/6. Matrix addition and subtraction.vtt
6.5 kB
3. Introduction to matrices/7. Matrix-scalar multiplication.mp4
8.0 MB
3. Introduction to matrices/7. Matrix-scalar multiplication.srt
2.0 kB
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.srt
6.9 kB
3. Introduction to matrices/8. Code challenge is matrix-scalar multiplication a linear operation.vtt
6.0 kB
3. Introduction to matrices/9. Transpose.mp4
31 MB
3. Introduction to matrices/9. Transpose.srt
8.3 kB
3. Introduction to matrices/9. Transpose.vtt
7.3 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.srt
14 kB
4. Matrix multiplications/10. Code challenge Pure and impure rotation matrices.vtt
12 kB
4. Matrix multiplications/11. Additive and multiplicative matrix identities.mp4
25 MB
4. Matrix multiplications/11. Additive and multiplicative matrix identities.srt
6.3 kB
4. Matrix multiplications/11. Additive and multiplicative matrix identities.vtt
5.6 kB
4. Matrix multiplications/12. Additive and multiplicative symmetric matrices.mp4
54 MB
4. Matrix multiplications/12. Additive and multiplicative symmetric matrices.srt
14 kB
4. Matrix multiplications/12. Additive and multiplicative symmetric matrices.vtt
13 kB
4. Matrix multiplications/13. Hadamard (element-wise) multiplication.mp4
12 MB
4. Matrix multiplications/13. Hadamard (element-wise) multiplication.srt
3.2 kB
4. Matrix multiplications/13. Hadamard (element-wise) multiplication.vtt
2.8 kB
4. Matrix multiplications/14. Matrix operation equality.html
144 B
4. Matrix multiplications/15. Code challenge symmetry of combined symmetric matrices.mp4
34 MB
4. Matrix multiplications/15. Code challenge symmetry of combined symmetric matrices.srt
10 kB
4. Matrix multiplications/15. Code challenge symmetry of combined symmetric matrices.vtt
9.3 kB
4. Matrix multiplications/16. Multiplication of two symmetric matrices.mp4
50 MB
4. Matrix multiplications/16. Multiplication of two symmetric matrices.srt
12 kB
4. Matrix multiplications/16. Multiplication of two symmetric matrices.vtt
11 kB
4. Matrix multiplications/17. Code challenge standard and Hadamard multiplication for diagonal matrices.mp4
20 MB
4. Matrix multiplications/17. Code challenge standard and Hadamard multiplication for diagonal matrices.srt
6.4 kB
4. Matrix multiplications/17. Code challenge standard and Hadamard multiplication for diagonal matrices.vtt
5.5 kB
4. Matrix multiplications/18. Frobenius dot product.mp4
45 MB
4. Matrix multiplications/18. Frobenius dot product.srt
10 kB
4. Matrix multiplications/18. Frobenius dot product.vtt
9.2 kB
4. Matrix multiplications/19. What about matrix division.mp4
14 MB
4. Matrix multiplications/19. What about matrix division.srt
5.3 kB
4. Matrix multiplications/19. What about matrix division.vtt
4.7 kB
4. Matrix multiplications/2. Introduction to standard matrix multiplication.mp4
45 MB
4. Matrix multiplications/2. Introduction to standard matrix multiplication.srt
10 kB
4. Matrix multiplications/2. Introduction to standard matrix multiplication.vtt
9.0 kB
4. Matrix multiplications/3. Four ways to think about matrix multiplication.mp4
38 MB
4. Matrix multiplications/3. Four ways to think about matrix multiplication.srt
13 kB
4. Matrix multiplications/3. Four ways to think about matrix multiplication.vtt
11 kB
4. Matrix multiplications/4. Code challenge matrix multiplication by layering.mp4
36 MB
4. Matrix multiplications/4. Code challenge matrix multiplication by layering.srt
10 kB
4. Matrix multiplications/4. Code challenge matrix multiplication by layering.vtt
8.9 kB
4. Matrix multiplications/5. Matrix multiplication with a diagonal matrix.mp4
18 MB
4. Matrix multiplications/5. Matrix multiplication with a diagonal matrix.srt
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4. Matrix multiplications/5. Matrix multiplication with a diagonal matrix.vtt
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4. Matrix multiplications/6. Order-of-operations on matrices.mp4
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4. Matrix multiplications/6. Order-of-operations on matrices.srt
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4. Matrix multiplications/6. Order-of-operations on matrices.vtt
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4. Matrix multiplications/7. Matrix-vector multiplication.mp4
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4. Matrix multiplications/7. Matrix-vector multiplication.srt
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4. Matrix multiplications/7. Matrix-vector multiplication.vtt
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4. Matrix multiplications/8. Find the missing value!.html
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4. Matrix multiplications/9. 2D transformation matrices.mp4
52 MB
4. Matrix multiplications/9. 2D transformation matrices.srt
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5. Matrix rank/1. Exercises + code.html
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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.srt
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5. Matrix rank/10. Code challenge rank of multiplied and summed matrices.vtt
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5. Matrix rank/11. Making a matrix full-rank by shifting.mp4
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5. Matrix rank/11. Making a matrix full-rank by shifting.srt
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5. Matrix rank/12. Code challenge is this vector in the span of this set.mp4
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5. Matrix rank/2. Rank concepts, terms, and applications.mp4
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5. Matrix rank/3. Maximum possible rank..html
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5. Matrix rank/4. Computing rank theory and practice.mp4
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5. Matrix rank/5. Rank of added and multiplied matrices.mp4
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5. Matrix rank/6. What's the maximum possible rank.html
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5. Matrix rank/7. Code challenge scalar multiplication and rank.mp4
56 MB
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5. Matrix rank/8. Code challenge reduced-rank matrix via multiplication.mp4
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5. Matrix rank/9. Rank of A^TA and AA^T.mp4
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5. Matrix rank/9. Rank of A^TA and AA^T.srt
13 kB
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6. Matrix spaces/1. Exercises + code.html
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6. Matrix spaces/1.1 linalg_matrixSpaces.zip.zip
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6. Matrix spaces/2. Column space of a matrix.mp4
86 MB
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6. Matrix spaces/3. Row space of a matrix.mp4
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6. Matrix spaces/4. Null space and left null space of a matrix.mp4
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6. Matrix spaces/4. Null space and left null space of a matrix.srt
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6. Matrix spaces/5. Columnleft-null and rownull spaces are orthogonal.mp4
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6. Matrix spaces/5. Columnleft-null and rownull spaces are orthogonal.srt
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6. Matrix spaces/6. Dimensions of columnrownull spaces.mp4
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6. Matrix spaces/7. Example of the four subspaces.mp4
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6. Matrix spaces/8. More on Ax=b and Ax=0.mp4
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7. Solving systems of equations/1. Exercises + code.html
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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
100 MB
7. Solving systems of equations/2. Systems of equations algebra and geometry.srt
18 kB
7. Solving systems of equations/2. Systems of equations algebra and geometry.vtt
16 kB
7. Solving systems of equations/3. Converting systems of equations to matrix equations.mp4
29 MB
7. Solving systems of equations/3. Converting systems of equations to matrix equations.srt
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7. Solving systems of equations/3. Converting systems of equations to matrix equations.vtt
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7. Solving systems of equations/4. Gaussian elimination.mp4
62 MB
7. Solving systems of equations/4. Gaussian elimination.srt
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7. Solving systems of equations/5. Echelon form and pivots.mp4
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7. Solving systems of equations/6. Reduced row echelon form.mp4
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7. Solving systems of equations/7. Code challenge RREF of matrices with different sizes and ranks.mp4
39 MB
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7. Solving systems of equations/7. Code challenge RREF of matrices with different sizes and ranks.vtt
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7. Solving systems of equations/8. Matrix spaces after row reduction.mp4
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7. Solving systems of equations/8. Matrix spaces after row reduction.srt
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8. Matrix determinant/1. Exercises.html
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8. Matrix determinant/1.1 linalg_matrixDet.pdf.pdf
138 kB
8. Matrix determinant/2. Determinant concept and applications.mp4
48 MB
8. Matrix determinant/2. Determinant concept and applications.srt
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8. Matrix determinant/2. Determinant concept and applications.vtt
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8. Matrix determinant/3. Code challenge determinant of small and large singular matrices.mp4
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8. Matrix determinant/3. Code challenge determinant of small and large singular matrices.srt
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8. Matrix determinant/3. Code challenge determinant of small and large singular matrices.vtt
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8. Matrix determinant/4. Determinant of a 2x2 matrix.mp4
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8. Matrix determinant/4. Determinant of a 2x2 matrix.srt
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8. Matrix determinant/4. Determinant of a 2x2 matrix.vtt
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8. Matrix determinant/5. Determinant of a 3x3 matrix.mp4
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8. Matrix determinant/5. Determinant of a 3x3 matrix.srt
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8. Matrix determinant/6. Code challenge determinant of shifted matrices.mp4
62 MB
8. Matrix determinant/6. Code challenge determinant of shifted matrices.srt
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8. Matrix determinant/6. Code challenge determinant of shifted matrices.vtt
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8. Matrix determinant/7. Find matrix values for a given determinant.mp4
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8. Matrix determinant/7. Find matrix values for a given determinant.srt
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8. Matrix determinant/7. Find matrix values for a given determinant.vtt
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9. Matrix inverse/1. Exercises + code.html
85 B
9. Matrix inverse/1.1 linalg_inverse.zip.zip
226 kB
9. Matrix inverse/10. Code challenge pseudoinverse of invertible matrices.mp4
13 MB
9. Matrix inverse/10. Code challenge pseudoinverse of invertible matrices.srt
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9. Matrix inverse/10. Code challenge pseudoinverse of invertible matrices.vtt
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9. Matrix inverse/2. Matrix inverse Concept and applications.mp4
54 MB
9. Matrix inverse/2. Matrix inverse Concept and applications.srt
15 kB
9. Matrix inverse/2. Matrix inverse Concept and applications.vtt
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9. Matrix inverse/3. Inverse of a 2x2 matrix.mp4
27 MB
9. Matrix inverse/3. Inverse of a 2x2 matrix.srt
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9. Matrix inverse/3. Inverse of a 2x2 matrix.vtt
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9. Matrix inverse/4. The MCA algorithm to compute the inverse.mp4
52 MB
9. Matrix inverse/4. The MCA algorithm to compute the inverse.srt
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9. Matrix inverse/4. The MCA algorithm to compute the inverse.vtt
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9. Matrix inverse/5. Computing the inverse via row reduction.mp4
86 MB
9. Matrix inverse/5. Computing the inverse via row reduction.srt
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9. Matrix inverse/6. Code challenge inverse of a diagonal matrix.mp4
37 MB
9. Matrix inverse/6. Code challenge inverse of a diagonal matrix.srt
11 kB
9. Matrix inverse/6. Code challenge inverse of a diagonal matrix.vtt
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9. Matrix inverse/7. Left inverse and right inverse.mp4
77 MB
9. Matrix inverse/7. Left inverse and right inverse.srt
17 kB
9. Matrix inverse/7. Left inverse and right inverse.vtt
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9. Matrix inverse/8. Proof the inverse is unique.mp4
14 MB
9. Matrix inverse/8. Proof the inverse is unique.srt
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9. Matrix inverse/8. Proof the inverse is unique.vtt
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9. Matrix inverse/9. Pseudo-inverse, part 1.mp4
56 MB
9. Matrix inverse/9. Pseudo-inverse, part 1.srt
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9. Matrix inverse/9. Pseudo-inverse, part 1.vtt
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