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[DesireCourse.Com] Udemy - Complete linear algebra theory and implementation
大小 6.46 GB
文件数 453
Info Hash: 89458AD29AB4FB99987543C3CC104EA40D8D5087
收录时间 2025-12-26 10:12:58
更新时间 2025-12-26 10:12:58
文件列表 (453)
1. Introductions/1. What is linear algebra.mp4
64.83 MB
1. Introductions/1. What is linear algebra.srt
9.96 KB
1. Introductions/1. What is linear algebra.vtt
8.84 KB
1. Introductions/2. Linear algebra applications.mp4
29.58 MB
1. Introductions/2. Linear algebra applications.srt
7.44 KB
1. Introductions/2. Linear algebra applications.vtt
6.64 KB
1. Introductions/3. How best to learn from this course.mp4
26.98 MB
1. Introductions/3. How best to learn from this course.srt
5.67 KB
1. Introductions/3. How best to learn from this course.vtt
5.05 KB
1. Introductions/4. Using MATLAB, Octave, or Python in this course.mp4
21.2 MB
1. Introductions/4. Using MATLAB, Octave, or Python in this course.srt
5.01 KB
1. Introductions/4. Using MATLAB, Octave, or Python in this course.vtt
4.47 KB
1. Introductions/5. Leaving reviews, course coupons.mp4
17.84 MB
1. Introductions/5. Leaving reviews, course coupons.srt
2.96 KB
1. Introductions/5. Leaving reviews, course coupons.vtt
2.71 KB
10. Projections and orthogonalization/1. Exercises + code.html
76 B
10. Projections and orthogonalization/1.1 linalg_projorth.zip.zip
288.29 KB
10. Projections and orthogonalization/2. Projections in R^2.mp4
52.35 MB
10. Projections and orthogonalization/2. Projections in R^2.srt
12.31 KB
10. Projections and orthogonalization/2. Projections in R^2.vtt
10.71 KB
10. Projections and orthogonalization/3. Projections in R^N.mp4
75.55 MB
10. Projections and orthogonalization/3. Projections in R^N.srt
17.75 KB
10. Projections and orthogonalization/3. Projections in R^N.vtt
15.5 KB
10. Projections and orthogonalization/4. Orthogonal and parallel vector components.mp4
47.44 MB
10. Projections and orthogonalization/4. Orthogonal and parallel vector components.srt
14.19 KB
10. Projections and orthogonalization/4. Orthogonal and parallel vector components.vtt
12.49 KB
10. Projections and orthogonalization/5. Code challenge decompose vector to orthogonal components.mp4
47.57 MB
10. Projections and orthogonalization/5. Code challenge decompose vector to orthogonal components.srt
10.44 KB
10. Projections and orthogonalization/5. Code challenge decompose vector to orthogonal components.vtt
9.08 KB
10. Projections and orthogonalization/6. Orthogonal matrices.mp4
55.44 MB
10. Projections and orthogonalization/6. Orthogonal matrices.srt
16.99 KB
10. Projections and orthogonalization/6. Orthogonal matrices.vtt
14.92 KB
10. Projections and orthogonalization/7. Gram-Schmidt and QR decomposition.mp4
67.62 MB
10. Projections and orthogonalization/7. Gram-Schmidt and QR decomposition.srt
19.71 KB
10. Projections and orthogonalization/7. Gram-Schmidt and QR decomposition.vtt
17.14 KB
10. Projections and orthogonalization/8. Matrix inverse via QR decomposition.mp4
13.39 MB
10. Projections and orthogonalization/8. Matrix inverse via QR decomposition.srt
2.79 KB
10. Projections and orthogonalization/8. Matrix inverse via QR decomposition.vtt
2.48 KB
10. Projections and orthogonalization/9. Code challenge Inverse via QR.mp4
47.85 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
8.14 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
315.41 KB
11. Least-squares for model-fitting in statistics/2. Introduction to least-squares.mp4
106.77 MB
11. Least-squares for model-fitting in statistics/2. Introduction to least-squares.srt
16.53 KB
11. Least-squares for model-fitting in statistics/2. Introduction to least-squares.vtt
14.52 KB
11. Least-squares for model-fitting in statistics/3. Least-squares via left inverse.mp4
49.1 MB
11. Least-squares for model-fitting in statistics/3. Least-squares via left inverse.srt
12.76 KB
11. Least-squares for model-fitting in statistics/3. Least-squares via left inverse.vtt
11.21 KB
11. Least-squares for model-fitting in statistics/4. Least-squares via orthogonal projection.mp4
34.74 MB
11. Least-squares for model-fitting in statistics/4. Least-squares via orthogonal projection.srt
9.78 KB
11. Least-squares for model-fitting in statistics/4. Least-squares via orthogonal projection.vtt
8.64 KB
11. Least-squares for model-fitting in statistics/5. Least-squares via row-reduction.mp4
46.89 MB
11. Least-squares for model-fitting in statistics/5. Least-squares via row-reduction.srt
13.2 KB
11. Least-squares for model-fitting in statistics/5. Least-squares via row-reduction.vtt
11.62 KB
11. Least-squares for model-fitting in statistics/6. Model-predicted values and residuals.mp4
30.92 MB
11. Least-squares for model-fitting in statistics/6. Model-predicted values and residuals.srt
8.29 KB
11. Least-squares for model-fitting in statistics/6. Model-predicted values and residuals.vtt
7.29 KB
11. Least-squares for model-fitting in statistics/7. Least-squares application 1.mp4
81.33 MB
11. Least-squares for model-fitting in statistics/7. Least-squares application 1.srt
15.05 KB
11. Least-squares for model-fitting in statistics/7. Least-squares application 1.vtt
13.17 KB
11. Least-squares for model-fitting in statistics/8. Least-squares application 2.mp4
133.29 MB
11. Least-squares for model-fitting in statistics/8. Least-squares application 2.srt
23.05 KB
11. Least-squares for model-fitting in statistics/8. Least-squares application 2.vtt
20.25 KB
12. Eigendecomposition/1. Exercises + code.html
33 B
12. Eigendecomposition/1.1 linalg_eig.zip.zip
302.56 KB
12. Eigendecomposition/10. Matrix powers via diagonalization.mp4
99.58 MB
12. Eigendecomposition/10. Matrix powers via diagonalization.srt
19.99 KB
12. Eigendecomposition/10. Matrix powers via diagonalization.vtt
17.42 KB
12. Eigendecomposition/11. Eigenvectors of distinct eigenvalues.mp4
55.81 MB
12. Eigendecomposition/11. Eigenvectors of distinct eigenvalues.srt
10.84 KB
12. Eigendecomposition/11. Eigenvectors of distinct eigenvalues.vtt
9.51 KB
12. Eigendecomposition/12. Eigenvectors of repeated eigenvalues.mp4
64.79 MB
12. Eigendecomposition/12. Eigenvectors of repeated eigenvalues.srt
14.86 KB
12. Eigendecomposition/12. Eigenvectors of repeated eigenvalues.vtt
12.9 KB
12. Eigendecomposition/13. Eigendecomposition of symmetric matrices.mp4
73.79 MB
12. Eigendecomposition/13. Eigendecomposition of symmetric matrices.srt
18.14 KB
12. Eigendecomposition/13. Eigendecomposition of symmetric matrices.vtt
15.86 KB
12. Eigendecomposition/14. Eigendecomposition of singular matrices.mp4
15.75 MB
12. Eigendecomposition/14. Eigendecomposition of singular matrices.srt
5.27 KB
12. Eigendecomposition/14. Eigendecomposition of singular matrices.vtt
4.68 KB
12. Eigendecomposition/15. Code challenge trace and determinant, eigenvalues sum and product.mp4
24.12 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
6.04 KB
12. Eigendecomposition/16. Generalized eigendecomposition.mp4
61.91 MB
12. Eigendecomposition/16. Generalized eigendecomposition.srt
13.38 KB
12. Eigendecomposition/16. Generalized eigendecomposition.vtt
11.74 KB
12. Eigendecomposition/2. What are eigenvalues and eigenvectors.mp4
85.51 MB
12. Eigendecomposition/2. What are eigenvalues and eigenvectors.srt
17.02 KB
12. Eigendecomposition/2. What are eigenvalues and eigenvectors.vtt
15.01 KB
12. Eigendecomposition/3. Finding eigenvalues.mp4
73.11 MB
12. Eigendecomposition/3. Finding eigenvalues.srt
19.39 KB
12. Eigendecomposition/3. Finding eigenvalues.vtt
16.93 KB
12. Eigendecomposition/4. Shortcut for eigenvalues of a 2x2 matrix.mp4
8.63 MB
12. Eigendecomposition/4. Shortcut for eigenvalues of a 2x2 matrix.srt
2.41 KB
12. Eigendecomposition/4. Shortcut for eigenvalues of a 2x2 matrix.vtt
2.13 KB
12. Eigendecomposition/5. Code challenge eigenvalues of diagonal and triangular matrices.mp4
25.62 MB
12. Eigendecomposition/5. Code challenge eigenvalues of diagonal and triangular matrices.srt
6.98 KB
12. Eigendecomposition/5. Code challenge eigenvalues of diagonal and triangular matrices.vtt
6.08 KB
12. Eigendecomposition/6. Code challenge eigenvalues of random matrices.mp4
39.64 MB
12. Eigendecomposition/6. Code challenge eigenvalues of random matrices.srt
8.16 KB
12. Eigendecomposition/6. Code challenge eigenvalues of random matrices.vtt
7.13 KB
12. Eigendecomposition/7. Finding eigenvectors.mp4
64.81 MB
12. Eigendecomposition/7. Finding eigenvectors.srt
15.08 KB
12. Eigendecomposition/7. Finding eigenvectors.vtt
13.29 KB
12. Eigendecomposition/8. Eigendecomposition by hand two examples.mp4
51.82 MB
12. Eigendecomposition/8. Eigendecomposition by hand two examples.srt
14.12 KB
12. Eigendecomposition/8. Eigendecomposition by hand two examples.vtt
12.31 KB
12. Eigendecomposition/9. Diagonalization.mp4
47.37 MB
12. Eigendecomposition/9. Diagonalization.srt
12.47 KB
12. Eigendecomposition/9. Diagonalization.vtt
10.99 KB
13. Singular value decomposition/1. Exercises + code.html
26 B
13. Singular value decomposition/1.1 linalg_svd.zip.zip
330.96 KB
13. Singular value decomposition/10. Code challenge Create matrix with desired condition number.mp4
78.72 MB
13. Singular value decomposition/10. Code challenge Create matrix with desired condition number.srt
14.61 KB
13. Singular value decomposition/10. Code challenge Create matrix with desired condition number.vtt
12.8 KB
13. Singular value decomposition/2. Singular value decomposition (SVD).mp4
74.4 MB
13. Singular value decomposition/2. Singular value decomposition (SVD).srt
15.56 KB
13. Singular value decomposition/2. Singular value decomposition (SVD).vtt
13.63 KB
13. Singular value decomposition/3. Code challenge SVD vs. eigendecomposition for square symmetric matrices.mp4
79.2 MB
13. Singular value decomposition/3. Code challenge SVD vs. eigendecomposition for square symmetric matrices.srt
15.65 KB
13. Singular value decomposition/3. Code challenge SVD vs. eigendecomposition for square symmetric matrices.vtt
13.6 KB
13. Singular value decomposition/4. SVD and the four subspaces.mp4
37.52 MB
13. Singular value decomposition/4. SVD and the four subspaces.srt
9.39 KB
13. Singular value decomposition/4. SVD and the four subspaces.vtt
8.22 KB
13. Singular value decomposition/5. Spectral theory of matrices.mp4
116.58 MB
13. Singular value decomposition/5. Spectral theory of matrices.srt
15.23 KB
13. Singular value decomposition/5. Spectral theory of matrices.vtt
13.43 KB
13. Singular value decomposition/6. SVD for low-rank approximations.mp4
67.66 MB
13. Singular value decomposition/6. SVD for low-rank approximations.srt
13.09 KB
13. Singular value decomposition/6. SVD for low-rank approximations.vtt
11.39 KB
13. Singular value decomposition/7. Convert singular values to percent variance.mp4
72.94 MB
13. Singular value decomposition/7. Convert singular values to percent variance.srt
14.54 KB
13. Singular value decomposition/7. Convert singular values to percent variance.vtt
12.73 KB
13. Singular value decomposition/8. SVD, matrix inverse, and pseudoinverse.mp4
49.77 MB
13. Singular value decomposition/8. SVD, matrix inverse, and pseudoinverse.srt
11.74 KB
13. Singular value decomposition/8. SVD, matrix inverse, and pseudoinverse.vtt
10.31 KB
13. Singular value decomposition/9. Condition number of a matrix.mp4
52.99 MB
13. Singular value decomposition/9. Condition number of a matrix.srt
10.45 KB
13. Singular value decomposition/9. Condition number of a matrix.vtt
9.22 KB
14. Quadratic form and definiteness/1. Exercises + code.html
55 B
14. Quadratic form and definiteness/1.1 linalg_quadformDefinite.zip.zip
264.43 KB
14. Quadratic form and definiteness/10. Proof A^TA is always positive (semi)definite.mp4
31.34 MB
14. Quadratic form and definiteness/10. Proof A^TA is always positive (semi)definite.srt
7.86 KB
14. Quadratic form and definiteness/10. Proof A^TA is always positive (semi)definite.vtt
6.93 KB
14. Quadratic form and definiteness/2. The quadratic form in algebra.mp4
65.98 MB
14. Quadratic form and definiteness/2. The quadratic form in algebra.srt
14.7 KB
14. Quadratic form and definiteness/2. The quadratic form in algebra.vtt
12.97 KB
14. Quadratic form and definiteness/3. The quadratic form in geometry.mp4
64.71 MB
14. Quadratic form and definiteness/3. The quadratic form in geometry.srt
14.66 KB
14. Quadratic form and definiteness/3. The quadratic form in geometry.vtt
12.87 KB
14. Quadratic form and definiteness/4. The normalized quadratic form.mp4
31.77 MB
14. Quadratic form and definiteness/4. The normalized quadratic form.srt
7.88 KB
14. Quadratic form and definiteness/4. The normalized quadratic form.vtt
6.95 KB
14. Quadratic form and definiteness/5. Code challenge Visualize the normalized quadratic form.mp4
81.33 MB
14. Quadratic form and definiteness/5. Code challenge Visualize the normalized quadratic form.srt
13.72 KB
14. Quadratic form and definiteness/5. Code challenge Visualize the normalized quadratic form.vtt
12.01 KB
14. Quadratic form and definiteness/6. Eigenvectors and the quadratic form surface.mp4
45.26 MB
14. Quadratic form and definiteness/6. Eigenvectors and the quadratic form surface.srt
7.17 KB
14. Quadratic form and definiteness/6. Eigenvectors and the quadratic form surface.vtt
6.36 KB
14. Quadratic form and definiteness/7. Application of the normalized quadratic form PCA.mp4
130.97 MB
14. Quadratic form and definiteness/7. Application of the normalized quadratic form PCA.srt
20.4 KB
14. Quadratic form and definiteness/7. Application of the normalized quadratic form PCA.vtt
17.94 KB
14. Quadratic form and definiteness/8. Quadratic form of generalized eigendecomposition.mp4
65.29 MB
14. Quadratic form and definiteness/8. Quadratic form of generalized eigendecomposition.srt
12.43 KB
14. Quadratic form and definiteness/8. Quadratic form of generalized eigendecomposition.vtt
10.97 KB
14. Quadratic form and definiteness/9. Matrix definiteness, geometry, and eigenvalues.mp4
53.06 MB
14. Quadratic form and definiteness/9. Matrix definiteness, geometry, and eigenvalues.srt
10.18 KB
14. Quadratic form and definiteness/9. Matrix definiteness, geometry, and eigenvalues.vtt
8.92 KB
15. Discount coupons for related courses/1. Bonus Links to related courses.html
2.27 KB
2. Vectors/1. Exercises + code.html
80 B
2. Vectors/1.1 linalg_vectors.zip.zip
385.18 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
44.81 MB
2. Vectors/12. Code challenge dot product sign and scalar multiplication.srt
14.41 KB
2. Vectors/12. Code challenge dot product sign and scalar multiplication.vtt
12.56 KB
2. Vectors/13. Code challenge is the dot product commutative.mp4
27.52 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
8.11 KB
2. Vectors/14. Vector Hadamard multiplication.mp4
12.14 MB
2. Vectors/14. Vector Hadamard multiplication.srt
3 KB
2. Vectors/14. Vector Hadamard multiplication.vtt
2.67 KB
2. Vectors/15. Outer product.mp4
42.03 MB
2. Vectors/15. Outer product.srt
10.5 KB
2. Vectors/15. Outer product.vtt
9.27 KB
2. Vectors/16. Vector cross product.mp4
44.38 MB
2. Vectors/16. Vector cross product.srt
8.25 KB
2. Vectors/16. Vector cross product.vtt
7.29 KB
2. Vectors/17. Vectors with complex numbers.mp4
32.89 MB
2. Vectors/17. Vectors with complex numbers.srt
10.02 KB
2. Vectors/17. Vectors with complex numbers.vtt
8.85 KB
2. Vectors/18. Hermitian transpose (a.k.a. conjugate transpose).mp4
55.5 MB
2. Vectors/18. Hermitian transpose (a.k.a. conjugate transpose).srt
15.02 KB
2. Vectors/18. Hermitian transpose (a.k.a. conjugate transpose).vtt
13.16 KB
2. Vectors/19. Interpreting and creating unit vectors.mp4
26.54 MB
2. Vectors/19. Interpreting and creating unit vectors.srt
6.77 KB
2. Vectors/19. Interpreting and creating unit vectors.vtt
5.97 KB
2. Vectors/2. Algebraic and geometric interpretations of vectors.mp4
47.98 MB
2. Vectors/2. Algebraic and geometric interpretations of vectors.srt
11.94 KB
2. Vectors/2. Algebraic and geometric interpretations of vectors.vtt
10.5 KB
2. Vectors/20. Code challenge dot products with unit vectors.mp4
44.88 MB
2. Vectors/20. Code challenge dot products with unit vectors.srt
12.93 KB
2. Vectors/20. Code challenge dot products with unit vectors.vtt
11.31 KB
2. Vectors/21. Dimensions and fields in linear algebra.mp4
38.74 MB
2. Vectors/21. Dimensions and fields in linear algebra.srt
9.66 KB
2. Vectors/21. Dimensions and fields in linear algebra.vtt
8.53 KB
2. Vectors/22. Subspaces.mp4
69.59 MB
2. Vectors/22. Subspaces.srt
18.65 KB
2. Vectors/22. Subspaces.vtt
16.36 KB
2. Vectors/23. Subspaces vs. subsets.mp4
29.06 MB
2. Vectors/23. Subspaces vs. subsets.srt
6.76 KB
2. Vectors/23. Subspaces vs. subsets.vtt
5.96 KB
2. Vectors/24. Span.mp4
59.92 MB
2. Vectors/24. Span.srt
13.79 KB
2. Vectors/24. Span.vtt
12.11 KB
2. Vectors/25. In the span.html
144 B
2. Vectors/26. Linear independence.mp4
75.69 MB
2. Vectors/26. Linear independence.srt
19.33 KB
2. Vectors/26. Linear independence.vtt
16.98 KB
2. Vectors/27. Basis.mp4
50.94 MB
2. Vectors/27. Basis.srt
14.11 KB
2. Vectors/27. Basis.vtt
12.49 KB
2. Vectors/3. Vector addition and subtraction.mp4
25.82 MB
2. Vectors/3. Vector addition and subtraction.srt
7.45 KB
2. Vectors/3. Vector addition and subtraction.vtt
6.65 KB
2. Vectors/4. Vector-scalar multiplication.mp4
29.42 MB
2. Vectors/4. Vector-scalar multiplication.srt
8.28 KB
2. Vectors/4. Vector-scalar multiplication.vtt
7.33 KB
2. Vectors/5. Vector-vector multiplication the dot product.mp4
32.38 MB
2. Vectors/5. Vector-vector multiplication the dot product.srt
9.29 KB
2. Vectors/5. Vector-vector multiplication the dot product.vtt
8.18 KB
2. Vectors/6. Code challenge dot products with matrix columns.mp4
23.05 MB
2. Vectors/6. Code challenge dot products with matrix columns.srt
8.74 KB
2. Vectors/6. Code challenge dot products with matrix columns.vtt
7.66 KB
2. Vectors/7. Vector length.mp4
23.82 MB
2. Vectors/7. Vector length.srt
7.19 KB
2. Vectors/7. Vector length.vtt
6.33 KB
2. Vectors/8. Vector length in MATLAB.html
144 B
2. Vectors/9. Dot product geometry sign and orthogonality.mp4
77.18 MB
2. Vectors/9. Dot product geometry sign and orthogonality.srt
19.69 KB
2. Vectors/9. Dot product geometry sign and orthogonality.vtt
17.31 KB
3. Introduction to matrices/1. Exercises + code.html
75 B
3. Introduction to matrices/1.1 linalg_matrices.zip.zip
166.28 KB
3. Introduction to matrices/10. Complex matrices.mp4
6.77 MB
3. Introduction to matrices/10. Complex matrices.srt
2.35 KB
3. Introduction to matrices/10. Complex matrices.vtt
2.08 KB
3. Introduction to matrices/11. Addition, equality, and transpose.html
144 B
3. Introduction to matrices/12. Diagonal and trace.mp4
27.24 MB
3. Introduction to matrices/12. Diagonal and trace.srt
7.14 KB
3. Introduction to matrices/12. Diagonal and trace.vtt
6.35 KB
3. Introduction to matrices/13. Code challenge linearity of trace.mp4
36.24 MB
3. Introduction to matrices/13. Code challenge linearity of trace.srt
10.78 KB
3. Introduction to matrices/13. Code challenge linearity of trace.vtt
9.41 KB
3. Introduction to matrices/2. Matrix terminology and dimensionality.mp4
40.84 MB
3. Introduction to matrices/2. Matrix terminology and dimensionality.srt
9.76 KB
3. Introduction to matrices/2. Matrix terminology and dimensionality.vtt
8.67 KB
3. Introduction to matrices/3. Matrix sizes and dimensionality.html
144 B
3. Introduction to matrices/4. A zoo of matrices.mp4
55.12 MB
3. Introduction to matrices/4. A zoo of matrices.srt
14.14 KB
3. Introduction to matrices/4. A zoo of matrices.vtt
12.53 KB
3. Introduction to matrices/5. Can the matrices be concatenated.html
144 B
3. Introduction to matrices/6. Matrix addition and subtraction.mp4
27.07 MB
3. Introduction to matrices/6. Matrix addition and subtraction.srt
7.38 KB
3. Introduction to matrices/6. Matrix addition and subtraction.vtt
6.53 KB
3. Introduction to matrices/7. Matrix-scalar multiplication.mp4
7.97 MB
3. Introduction to matrices/7. Matrix-scalar multiplication.srt
2.01 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
25.27 MB
3. Introduction to matrices/8. Code challenge is matrix-scalar multiplication a linear operation.srt
6.89 KB
3. Introduction to matrices/8. Code challenge is matrix-scalar multiplication a linear operation.vtt
6.01 KB
3. Introduction to matrices/9. Transpose.mp4
31.32 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
214.85 KB
4. Matrix multiplications/10. Code challenge Pure and impure rotation matrices.mp4
65.02 MB
4. Matrix multiplications/10. Code challenge Pure and impure rotation matrices.srt
13.46 KB
4. Matrix multiplications/10. Code challenge Pure and impure rotation matrices.vtt
11.74 KB
4. Matrix multiplications/11. Additive and multiplicative matrix identities.mp4
25.26 MB
4. Matrix multiplications/11. Additive and multiplicative matrix identities.srt
6.33 KB
4. Matrix multiplications/11. Additive and multiplicative matrix identities.vtt
5.55 KB
4. Matrix multiplications/12. Additive and multiplicative symmetric matrices.mp4
54.23 MB
4. Matrix multiplications/12. Additive and multiplicative symmetric matrices.srt
14.53 KB
4. Matrix multiplications/12. Additive and multiplicative symmetric matrices.vtt
12.81 KB
4. Matrix multiplications/13. Hadamard (element-wise) multiplication.mp4
11.93 MB
4. Matrix multiplications/13. Hadamard (element-wise) multiplication.srt
3.17 KB
4. Matrix multiplications/13. Hadamard (element-wise) multiplication.vtt
2.82 KB
4. Matrix multiplications/14. Matrix operation equality.html
144 B
4. Matrix multiplications/15. Code challenge symmetry of combined symmetric matrices.mp4
34.19 MB
4. Matrix multiplications/15. Code challenge symmetry of combined symmetric matrices.srt
10.54 KB
4. Matrix multiplications/15. Code challenge symmetry of combined symmetric matrices.vtt
9.29 KB
4. Matrix multiplications/16. Multiplication of two symmetric matrices.mp4
49.74 MB
4. Matrix multiplications/16. Multiplication of two symmetric matrices.srt
12.33 KB
4. Matrix multiplications/16. Multiplication of two symmetric matrices.vtt
10.84 KB
4. Matrix multiplications/17. Code challenge standard and Hadamard multiplication for diagonal matrices.mp4
19.94 MB
4. Matrix multiplications/17. Code challenge standard and Hadamard multiplication for diagonal matrices.srt
6.38 KB
4. Matrix multiplications/17. Code challenge standard and Hadamard multiplication for diagonal matrices.vtt
5.54 KB
4. Matrix multiplications/18. Frobenius dot product.mp4
45.14 MB
4. Matrix multiplications/18. Frobenius dot product.srt
10.32 KB
4. Matrix multiplications/18. Frobenius dot product.vtt
9.18 KB
4. Matrix multiplications/19. What about matrix division.mp4
14.08 MB
4. Matrix multiplications/19. What about matrix division.srt
5.33 KB
4. Matrix multiplications/19. What about matrix division.vtt
4.72 KB
4. Matrix multiplications/2. Introduction to standard matrix multiplication.mp4
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4. Matrix multiplications/2. Introduction to standard matrix multiplication.srt
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4. Matrix multiplications/2. Introduction to standard matrix multiplication.vtt
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4. Matrix multiplications/3. Four ways to think about matrix multiplication.mp4
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4. Matrix multiplications/3. Four ways to think about matrix multiplication.srt
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4. Matrix multiplications/3. Four ways to think about matrix multiplication.vtt
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4. Matrix multiplications/4. Code challenge matrix multiplication by layering.mp4
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4. Matrix multiplications/4. Code challenge matrix multiplication by layering.srt
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4. Matrix multiplications/4. Code challenge matrix multiplication by layering.vtt
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4. Matrix multiplications/5. Matrix multiplication with a diagonal matrix.mp4
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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
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4. Matrix multiplications/9. 2D transformation matrices.srt
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4. Matrix multiplications/9. 2D transformation matrices.vtt
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5. Matrix rank/1. Exercises + code.html
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5. Matrix rank/1.1 linalg_matrixRank.zip.zip
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5. Matrix rank/10. Code challenge rank of multiplied and summed matrices.mp4
29.96 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/11. Making a matrix full-rank by shifting.vtt
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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/12. Code challenge is this vector in the span of this set.srt
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5. Matrix rank/12. Code challenge is this vector in the span of this set.vtt
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5. Matrix rank/2. Rank concepts, terms, and applications.mp4
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5. Matrix rank/2. Rank concepts, terms, and applications.srt
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5. Matrix rank/2. Rank concepts, terms, and applications.vtt
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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/5. Rank of added and multiplied matrices.srt
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5. Matrix rank/5. Rank of added and multiplied matrices.vtt
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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
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5. Matrix rank/7. Code challenge scalar multiplication and rank.srt
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5. Matrix rank/7. Code challenge scalar multiplication and rank.vtt
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5. Matrix rank/8. Code challenge reduced-rank matrix via multiplication.mp4
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5. Matrix rank/8. Code challenge reduced-rank matrix via multiplication.srt
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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
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5. Matrix rank/9. Rank of A^TA and AA^T.vtt
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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
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6. Matrix spaces/2. Column space of a matrix.srt
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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/5. Columnleft-null and rownull spaces are orthogonal.vtt
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6. Matrix spaces/6. Dimensions of columnrownull spaces.mp4
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6. Matrix spaces/6. Dimensions of columnrownull spaces.srt
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6. Matrix spaces/6. Dimensions of columnrownull spaces.vtt
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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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6. Matrix spaces/8. More on Ax=b and Ax=0.srt
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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
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7. Solving systems of equations/2. Systems of equations algebra and geometry.mp4
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7. Solving systems of equations/2. Systems of equations algebra and geometry.srt
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7. Solving systems of equations/3. Converting systems of equations to matrix equations.mp4
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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
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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/6. Reduced row echelon form.vtt
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7. Solving systems of equations/7. Code challenge RREF of matrices with different sizes and ranks.mp4
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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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7. Solving systems of equations/8. Matrix spaces after row reduction.vtt
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8. Matrix determinant/1. Exercises.html
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8. Matrix determinant/1.1 linalg_matrixDet.pdf.pdf
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8. Matrix determinant/2. Determinant concept and applications.mp4
48.01 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/5. Determinant of a 3x3 matrix.vtt
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8. Matrix determinant/6. Code challenge determinant of shifted matrices.mp4
62.47 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
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9. Matrix inverse/1.1 linalg_inverse.zip.zip
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9. Matrix inverse/10. Code challenge pseudoinverse of invertible matrices.mp4
13.36 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
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9. Matrix inverse/2. Matrix inverse Concept and applications.srt
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9. Matrix inverse/2. Matrix inverse Concept and applications.vtt
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9. Matrix inverse/3. Inverse of a 2x2 matrix.mp4
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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
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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
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9. Matrix inverse/5. Computing the inverse via row reduction.srt
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9. Matrix inverse/5. Computing the inverse via row reduction.vtt
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9. Matrix inverse/6. Code challenge inverse of a diagonal matrix.mp4
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9. Matrix inverse/6. Code challenge inverse of a diagonal matrix.srt
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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
76.67 MB
9. Matrix inverse/7. Left inverse and right inverse.srt
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9. Matrix inverse/7. Left inverse and right inverse.vtt
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9. Matrix inverse/8. Proof the inverse is unique.mp4
14.05 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
56.05 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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