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| 1.1 linalg_eig.zip.zip |
302.56KB |
| 1.1 linalg_inverse.zip.zip |
225.80KB |
| 1.1 linalg_leastsquares.zip.zip |
315.41KB |
| 1.1 linalg_matrices.zip.zip |
166.28KB |
| 1.1 linalg_matrixDet.pdf.pdf |
138.29KB |
| 1.1 linalg_matrixMult.zip.zip |
214.85KB |
| 1.1 linalg_matrixRank.zip.zip |
179.67KB |
| 1.1 linalg_matrixSpaces.zip.zip |
209.95KB |
| 1.1 linalg_projorth.zip.zip |
288.29KB |
| 1.1 linalg_quadformDefinite.zip.zip |
264.43KB |
| 1.1 linalg_svd.zip.zip |
330.96KB |
| 1.1 linalg_systems.zip.zip |
211.22KB |
| 1.1 linalg_vectors.zip.zip |
385.18KB |
| 1. Bonus Links to related courses.html |
2.27KB |
| 1. Exercises.html |
52B |
| 1. Exercises + code.html |
76B |
| 1. Exercises + code.html |
86B |
| 1. Exercises + code.html |
33B |
| 1. Exercises + code.html |
26B |
| 1. Exercises + code.html |
55B |
| 1. Exercises + code.html |
80B |
| 1. Exercises + code.html |
75B |
| 1. Exercises + code.html |
87B |
| 1. Exercises + code.html |
85B |
| 1. Exercises + code.html |
36B |
| 1. Exercises + code.html |
40B |
| 1. Exercises + code.html |
85B |
| 1. What is linear algebra.mp4 |
64.83MB |
| 1. What is linear algebra.srt |
9.96KB |
| 1. What is linear algebra.vtt |
8.84KB |
| 10. Code challenge Create matrix with desired condition number.mp4 |
78.72MB |
| 10. Code challenge Create matrix with desired condition number.srt |
14.61KB |
| 10. Code challenge Create matrix with desired condition number.vtt |
12.80KB |
| 10. Code challenge pseudoinverse of invertible matrices.mp4 |
13.36MB |
| 10. Code challenge pseudoinverse of invertible matrices.srt |
3.98KB |
| 10. Code challenge pseudoinverse of invertible matrices.vtt |
3.48KB |
| 10. Code challenge Pure and impure rotation matrices.mp4 |
65.02MB |
| 10. Code challenge Pure and impure rotation matrices.srt |
13.46KB |
| 10. Code challenge Pure and impure rotation matrices.vtt |
11.74KB |
| 10. Code challenge rank of multiplied and summed matrices.mp4 |
29.96MB |
| 10. Code challenge rank of multiplied and summed matrices.srt |
8.38KB |
| 10. Code challenge rank of multiplied and summed matrices.vtt |
7.32KB |
| 10. Complex matrices.mp4 |
6.77MB |
| 10. Complex matrices.srt |
2.35KB |
| 10. Complex matrices.vtt |
2.08KB |
| 10. Matrix powers via diagonalization.mp4 |
99.58MB |
| 10. Matrix powers via diagonalization.srt |
19.99KB |
| 10. Matrix powers via diagonalization.vtt |
17.42KB |
| 10. Proof A^TA is always positive (semi)definite.mp4 |
31.34MB |
| 10. Proof A^TA is always positive (semi)definite.srt |
7.86KB |
| 10. Proof A^TA is always positive (semi)definite.vtt |
6.93KB |
| 10. Vector orthogonality.html |
144B |
| 11. Addition, equality, and transpose.html |
144B |
| 11. Additive and multiplicative matrix identities.mp4 |
25.26MB |
| 11. Additive and multiplicative matrix identities.srt |
6.33KB |
| 11. Additive and multiplicative matrix identities.vtt |
5.55KB |
| 11. Eigenvectors of distinct eigenvalues.mp4 |
55.81MB |
| 11. Eigenvectors of distinct eigenvalues.srt |
10.84KB |
| 11. Eigenvectors of distinct eigenvalues.vtt |
9.51KB |
| 11. Making a matrix full-rank by shifting.mp4 |
59.90MB |
| 11. Making a matrix full-rank by shifting.srt |
13.47KB |
| 11. Making a matrix full-rank by shifting.vtt |
11.75KB |
| 11. Relative vector angles.html |
144B |
| 12. Additive and multiplicative symmetric matrices.mp4 |
54.23MB |
| 12. Additive and multiplicative symmetric matrices.srt |
14.53KB |
| 12. Additive and multiplicative symmetric matrices.vtt |
12.81KB |
| 12. Code challenge dot product sign and scalar multiplication.mp4 |
44.81MB |
| 12. Code challenge dot product sign and scalar multiplication.srt |
14.41KB |
| 12. Code challenge dot product sign and scalar multiplication.vtt |
12.56KB |
| 12. Code challenge is this vector in the span of this set.mp4 |
24.39MB |
| 12. Code challenge is this vector in the span of this set.srt |
8.85KB |
| 12. Code challenge is this vector in the span of this set.vtt |
7.73KB |
| 12. Diagonal and trace.mp4 |
27.24MB |
| 12. Diagonal and trace.srt |
7.14KB |
| 12. Diagonal and trace.vtt |
6.35KB |
| 12. Eigenvectors of repeated eigenvalues.mp4 |
64.79MB |
| 12. Eigenvectors of repeated eigenvalues.srt |
14.86KB |
| 12. Eigenvectors of repeated eigenvalues.vtt |
12.90KB |
| 13. Code challenge is the dot product commutative.mp4 |
27.52MB |
| 13. Code challenge is the dot product commutative.srt |
9.30KB |
| 13. Code challenge is the dot product commutative.vtt |
8.11KB |
| 13. Code challenge linearity of trace.mp4 |
36.24MB |
| 13. Code challenge linearity of trace.srt |
10.78KB |
| 13. Code challenge linearity of trace.vtt |
9.41KB |
| 13. Eigendecomposition of symmetric matrices.mp4 |
73.79MB |
| 13. Eigendecomposition of symmetric matrices.srt |
18.14KB |
| 13. Eigendecomposition of symmetric matrices.vtt |
15.86KB |
| 13. Hadamard (element-wise) multiplication.mp4 |
11.93MB |
| 13. Hadamard (element-wise) multiplication.srt |
3.17KB |
| 13. Hadamard (element-wise) multiplication.vtt |
2.82KB |
| 14. Eigendecomposition of singular matrices.mp4 |
15.75MB |
| 14. Eigendecomposition of singular matrices.srt |
5.27KB |
| 14. Eigendecomposition of singular matrices.vtt |
4.68KB |
| 14. Matrix operation equality.html |
144B |
| 14. Vector Hadamard multiplication.mp4 |
12.14MB |
| 14. Vector Hadamard multiplication.srt |
3.00KB |
| 14. Vector Hadamard multiplication.vtt |
2.67KB |
| 15. Code challenge symmetry of combined symmetric matrices.mp4 |
34.19MB |
| 15. Code challenge symmetry of combined symmetric matrices.srt |
10.54KB |
| 15. Code challenge symmetry of combined symmetric matrices.vtt |
9.29KB |
| 15. Code challenge trace and determinant, eigenvalues sum and product.mp4 |
24.12MB |
| 15. Code challenge trace and determinant, eigenvalues sum and product.srt |
6.90KB |
| 15. Code challenge trace and determinant, eigenvalues sum and product.vtt |
6.04KB |
| 15. Outer product.mp4 |
42.03MB |
| 15. Outer product.srt |
10.50KB |
| 15. Outer product.vtt |
9.27KB |
| 16. Generalized eigendecomposition.mp4 |
61.91MB |
| 16. Generalized eigendecomposition.srt |
13.38KB |
| 16. Generalized eigendecomposition.vtt |
11.74KB |
| 16. Multiplication of two symmetric matrices.mp4 |
49.74MB |
| 16. Multiplication of two symmetric matrices.srt |
12.33KB |
| 16. Multiplication of two symmetric matrices.vtt |
10.84KB |
| 16. Vector cross product.mp4 |
44.38MB |
| 16. Vector cross product.srt |
8.25KB |
| 16. Vector cross product.vtt |
7.29KB |
| 17. Code challenge standard and Hadamard multiplication for diagonal matrices.mp4 |
19.94MB |
| 17. Code challenge standard and Hadamard multiplication for diagonal matrices.srt |
6.38KB |
| 17. Code challenge standard and Hadamard multiplication for diagonal matrices.vtt |
5.54KB |
| 17. Vectors with complex numbers.mp4 |
32.89MB |
| 17. Vectors with complex numbers.srt |
10.02KB |
| 17. Vectors with complex numbers.vtt |
8.85KB |
| 18. Frobenius dot product.mp4 |
45.14MB |
| 18. Frobenius dot product.srt |
10.32KB |
| 18. Frobenius dot product.vtt |
9.18KB |
| 18. Hermitian transpose (a.k.a. conjugate transpose).mp4 |
55.50MB |
| 18. Hermitian transpose (a.k.a. conjugate transpose).srt |
15.02KB |
| 18. Hermitian transpose (a.k.a. conjugate transpose).vtt |
13.16KB |
| 19. Interpreting and creating unit vectors.mp4 |
26.54MB |
| 19. Interpreting and creating unit vectors.srt |
6.77KB |
| 19. Interpreting and creating unit vectors.vtt |
5.97KB |
| 19. What about matrix division.mp4 |
14.08MB |
| 19. What about matrix division.srt |
5.33KB |
| 19. What about matrix division.vtt |
4.72KB |
| 2. Algebraic and geometric interpretations of vectors.mp4 |
47.98MB |
| 2. Algebraic and geometric interpretations of vectors.srt |
11.94KB |
| 2. Algebraic and geometric interpretations of vectors.vtt |
10.50KB |
| 2. Column space of a matrix.mp4 |
86.50MB |
| 2. Column space of a matrix.srt |
19.80KB |
| 2. Column space of a matrix.vtt |
17.34KB |
| 2. Determinant concept and applications.mp4 |
48.01MB |
| 2. Determinant concept and applications.srt |
8.78KB |
| 2. Determinant concept and applications.vtt |
7.80KB |
| 2. Introduction to least-squares.mp4 |
106.77MB |
| 2. Introduction to least-squares.srt |
16.53KB |
| 2. Introduction to least-squares.vtt |
14.52KB |
| 2. Introduction to standard matrix multiplication.mp4 |
45.31MB |
| 2. Introduction to standard matrix multiplication.srt |
10.21KB |
| 2. Introduction to standard matrix multiplication.vtt |
8.99KB |
| 2. Linear algebra applications.mp4 |
29.58MB |
| 2. Linear algebra applications.srt |
7.44KB |
| 2. Linear algebra applications.vtt |
6.64KB |
| 2. Matrix inverse Concept and applications.mp4 |
54.13MB |
| 2. Matrix inverse Concept and applications.srt |
14.92KB |
| 2. Matrix inverse Concept and applications.vtt |
13.06KB |
| 2. Matrix terminology and dimensionality.mp4 |
40.84MB |
| 2. Matrix terminology and dimensionality.srt |
9.76KB |
| 2. Matrix terminology and dimensionality.vtt |
8.67KB |
| 2. Projections in R^2.mp4 |
52.35MB |
| 2. Projections in R^2.srt |
12.31KB |
| 2. Projections in R^2.vtt |
10.71KB |
| 2. Rank concepts, terms, and applications.mp4 |
62.87MB |
| 2. Rank concepts, terms, and applications.srt |
13.34KB |
| 2. Rank concepts, terms, and applications.vtt |
11.82KB |
| 2. Singular value decomposition (SVD).mp4 |
74.40MB |
| 2. Singular value decomposition (SVD).srt |
15.56KB |
| 2. Singular value decomposition (SVD).vtt |
13.63KB |
| 2. Systems of equations algebra and geometry.mp4 |
99.72MB |
| 2. Systems of equations algebra and geometry.srt |
18.55KB |
| 2. Systems of equations algebra and geometry.vtt |
16.13KB |
| 2. The quadratic form in algebra.mp4 |
65.98MB |
| 2. The quadratic form in algebra.srt |
14.70KB |
| 2. The quadratic form in algebra.vtt |
12.97KB |
| 2. What are eigenvalues and eigenvectors.mp4 |
85.51MB |
| 2. What are eigenvalues and eigenvectors.srt |
17.02KB |
| 2. What are eigenvalues and eigenvectors.vtt |
15.01KB |
| 20. Code challenge dot products with unit vectors.mp4 |
44.88MB |
| 20. Code challenge dot products with unit vectors.srt |
12.93KB |
| 20. Code challenge dot products with unit vectors.vtt |
11.31KB |
| 21. Dimensions and fields in linear algebra.mp4 |
38.74MB |
| 21. Dimensions and fields in linear algebra.srt |
9.66KB |
| 21. Dimensions and fields in linear algebra.vtt |
8.53KB |
| 22. Subspaces.mp4 |
69.59MB |
| 22. Subspaces.srt |
18.65KB |
| 22. Subspaces.vtt |
16.36KB |
| 23. Subspaces vs. subsets.mp4 |
29.06MB |
| 23. Subspaces vs. subsets.srt |
6.76KB |
| 23. Subspaces vs. subsets.vtt |
5.96KB |
| 24. Span.mp4 |
59.92MB |
| 24. Span.srt |
13.79KB |
| 24. Span.vtt |
12.11KB |
| 25. In the span.html |
144B |
| 26. Linear independence.mp4 |
75.69MB |
| 26. Linear independence.srt |
19.33KB |
| 26. Linear independence.vtt |
16.98KB |
| 27. Basis.mp4 |
50.94MB |
| 27. Basis.srt |
14.11KB |
| 27. Basis.vtt |
12.49KB |
| 3. Code challenge determinant of small and large singular matrices.mp4 |
25.04MB |
| 3. Code challenge determinant of small and large singular matrices.srt |
7.84KB |
| 3. Code challenge determinant of small and large singular matrices.vtt |
6.82KB |
| 3. Code challenge SVD vs. eigendecomposition for square symmetric matrices.mp4 |
79.20MB |
| 3. Code challenge SVD vs. eigendecomposition for square symmetric matrices.srt |
15.65KB |
| 3. Code challenge SVD vs. eigendecomposition for square symmetric matrices.vtt |
13.60KB |
| 3. Converting systems of equations to matrix equations.mp4 |
29.43MB |
| 3. Converting systems of equations to matrix equations.srt |
7.05KB |
| 3. Converting systems of equations to matrix equations.vtt |
6.20KB |
| 3. Finding eigenvalues.mp4 |
73.11MB |
| 3. Finding eigenvalues.srt |
19.39KB |
| 3. Finding eigenvalues.vtt |
16.93KB |
| 3. Four ways to think about matrix multiplication.mp4 |
37.76MB |
| 3. Four ways to think about matrix multiplication.srt |
12.58KB |
| 3. Four ways to think about matrix multiplication.vtt |
11.11KB |
| 3. How best to learn from this course.mp4 |
26.98MB |
| 3. How best to learn from this course.srt |
5.67KB |
| 3. How best to learn from this course.vtt |
5.05KB |
| 3. Inverse of a 2x2 matrix.mp4 |
26.55MB |
| 3. Inverse of a 2x2 matrix.srt |
7.20KB |
| 3. Inverse of a 2x2 matrix.vtt |
6.34KB |
| 3. Least-squares via left inverse.mp4 |
49.10MB |
| 3. Least-squares via left inverse.srt |
12.76KB |
| 3. Least-squares via left inverse.vtt |
11.21KB |
| 3. Matrix sizes and dimensionality.html |
144B |
| 3. Maximum possible rank..html |
144B |
| 3. Projections in R^N.mp4 |
75.55MB |
| 3. Projections in R^N.srt |
17.75KB |
| 3. Projections in R^N.vtt |
15.50KB |
| 3. Row space of a matrix.mp4 |
19.31MB |
| 3. Row space of a matrix.srt |
5.60KB |
| 3. Row space of a matrix.vtt |
4.99KB |
| 3. The quadratic form in geometry.mp4 |
64.71MB |
| 3. The quadratic form in geometry.srt |
14.66KB |
| 3. The quadratic form in geometry.vtt |
12.87KB |
| 3. Vector addition and subtraction.mp4 |
25.82MB |
| 3. Vector addition and subtraction.srt |
7.45KB |
| 3. Vector addition and subtraction.vtt |
6.65KB |
| 4. A zoo of matrices.mp4 |
55.12MB |
| 4. A zoo of matrices.srt |
14.14KB |
| 4. A zoo of matrices.vtt |
12.53KB |
| 4. Code challenge matrix multiplication by layering.mp4 |
35.63MB |
| 4. Code challenge matrix multiplication by layering.srt |
10.27KB |
| 4. Code challenge matrix multiplication by layering.vtt |
8.95KB |
| 4. Computing rank theory and practice.mp4 |
90.33MB |
| 4. Computing rank theory and practice.srt |
21.00KB |
| 4. Computing rank theory and practice.vtt |
18.36KB |
| 4. Determinant of a 2x2 matrix.mp4 |
27.45MB |
| 4. Determinant of a 2x2 matrix.srt |
9.06KB |
| 4. Determinant of a 2x2 matrix.vtt |
7.90KB |
| 4. Gaussian elimination.mp4 |
61.61MB |
| 4. Gaussian elimination.srt |
15.32KB |
| 4. Gaussian elimination.vtt |
13.49KB |
| 4. Least-squares via orthogonal projection.mp4 |
34.74MB |
| 4. Least-squares via orthogonal projection.srt |
9.78KB |
| 4. Least-squares via orthogonal projection.vtt |
8.64KB |
| 4. Null space and left null space of a matrix.mp4 |
64.13MB |
| 4. Null space and left null space of a matrix.srt |
16.73KB |
| 4. Null space and left null space of a matrix.vtt |
14.72KB |
| 4. Orthogonal and parallel vector components.mp4 |
47.44MB |
| 4. Orthogonal and parallel vector components.srt |
14.19KB |
| 4. Orthogonal and parallel vector components.vtt |
12.49KB |
| 4. Shortcut for eigenvalues of a 2x2 matrix.mp4 |
8.63MB |
| 4. Shortcut for eigenvalues of a 2x2 matrix.srt |
2.41KB |
| 4. Shortcut for eigenvalues of a 2x2 matrix.vtt |
2.13KB |
| 4. SVD and the four subspaces.mp4 |
37.52MB |
| 4. SVD and the four subspaces.srt |
9.39KB |
| 4. SVD and the four subspaces.vtt |
8.22KB |
| 4. The MCA algorithm to compute the inverse.mp4 |
52.46MB |
| 4. The MCA algorithm to compute the inverse.srt |
14.19KB |
| 4. The MCA algorithm to compute the inverse.vtt |
12.46KB |
| 4. The normalized quadratic form.mp4 |
31.77MB |
| 4. The normalized quadratic form.srt |
7.88KB |
| 4. The normalized quadratic form.vtt |
6.95KB |
| 4. Using MATLAB, Octave, or Python in this course.mp4 |
21.20MB |
| 4. Using MATLAB, Octave, or Python in this course.srt |
5.01KB |
| 4. Using MATLAB, Octave, or Python in this course.vtt |
4.47KB |
| 4. Vector-scalar multiplication.mp4 |
29.42MB |
| 4. Vector-scalar multiplication.srt |
8.28KB |
| 4. Vector-scalar multiplication.vtt |
7.33KB |
| 5. Can the matrices be concatenated.html |
144B |
| 5. Code challenge decompose vector to orthogonal components.mp4 |
47.57MB |
| 5. Code challenge decompose vector to orthogonal components.srt |
10.44KB |
| 5. Code challenge decompose vector to orthogonal components.vtt |
9.08KB |
| 5. Code challenge eigenvalues of diagonal and triangular matrices.mp4 |
25.62MB |
| 5. Code challenge eigenvalues of diagonal and triangular matrices.srt |
6.98KB |
| 5. Code challenge eigenvalues of diagonal and triangular matrices.vtt |
6.08KB |
| 5. Code challenge Visualize the normalized quadratic form.mp4 |
81.33MB |
| 5. Code challenge Visualize the normalized quadratic form.srt |
13.72KB |
| 5. Code challenge Visualize the normalized quadratic form.vtt |
12.01KB |
| 5. Columnleft-null and rownull spaces are orthogonal.mp4 |
30.99MB |
| 5. Columnleft-null and rownull spaces are orthogonal.srt |
8.32KB |
| 5. Columnleft-null and rownull spaces are orthogonal.vtt |
7.31KB |
| 5. Computing the inverse via row reduction.mp4 |
85.53MB |
| 5. Computing the inverse via row reduction.srt |
21.74KB |
| 5. Computing the inverse via row reduction.vtt |
18.91KB |
| 5. Determinant of a 3x3 matrix.mp4 |
51.56MB |
| 5. Determinant of a 3x3 matrix.srt |
14.30KB |
| 5. Determinant of a 3x3 matrix.vtt |
12.55KB |
| 5. Echelon form and pivots.mp4 |
26.42MB |
| 5. Echelon form and pivots.srt |
9.52KB |
| 5. Echelon form and pivots.vtt |
8.40KB |
| 5. Least-squares via row-reduction.mp4 |
46.89MB |
| 5. Least-squares via row-reduction.srt |
13.20KB |
| 5. Least-squares via row-reduction.vtt |
11.62KB |
| 5. Leaving reviews, course coupons.mp4 |
17.84MB |
| 5. Leaving reviews, course coupons.srt |
2.96KB |
| 5. Leaving reviews, course coupons.vtt |
2.71KB |
| 5. Matrix multiplication with a diagonal matrix.mp4 |
18.55MB |
| 5. Matrix multiplication with a diagonal matrix.srt |
4.75KB |
| 5. Matrix multiplication with a diagonal matrix.vtt |
4.20KB |
| 5. Rank of added and multiplied matrices.mp4 |
58.89MB |
| 5. Rank of added and multiplied matrices.srt |
13.92KB |
| 5. Rank of added and multiplied matrices.vtt |
12.22KB |
| 5. Spectral theory of matrices.mp4 |
116.58MB |
| 5. Spectral theory of matrices.srt |
15.23KB |
| 5. Spectral theory of matrices.vtt |
13.43KB |
| 5. Vector-vector multiplication the dot product.mp4 |
32.38MB |
| 5. Vector-vector multiplication the dot product.srt |
9.29KB |
| 5. Vector-vector multiplication the dot product.vtt |
8.18KB |
| 6. Code challenge determinant of shifted matrices.mp4 |
62.47MB |
| 6. Code challenge determinant of shifted matrices.srt |
15.91KB |
| 6. Code challenge determinant of shifted matrices.vtt |
13.84KB |
| 6. Code challenge dot products with matrix columns.mp4 |
23.05MB |
| 6. Code challenge dot products with matrix columns.srt |
8.74KB |
| 6. Code challenge dot products with matrix columns.vtt |
7.66KB |
| 6. Code challenge eigenvalues of random matrices.mp4 |
39.64MB |
| 6. Code challenge eigenvalues of random matrices.srt |
8.16KB |
| 6. Code challenge eigenvalues of random matrices.vtt |
7.13KB |
| 6. Code challenge inverse of a diagonal matrix.mp4 |
37.18MB |
| 6. Code challenge inverse of a diagonal matrix.srt |
11.14KB |
| 6. Code challenge inverse of a diagonal matrix.vtt |
9.77KB |
| 6. Dimensions of columnrownull spaces.mp4 |
26.83MB |
| 6. Dimensions of columnrownull spaces.srt |
7.31KB |
| 6. Dimensions of columnrownull spaces.vtt |
6.65KB |
| 6. Eigenvectors and the quadratic form surface.mp4 |
45.26MB |
| 6. Eigenvectors and the quadratic form surface.srt |
7.17KB |
| 6. Eigenvectors and the quadratic form surface.vtt |
6.36KB |
| 6. Matrix addition and subtraction.mp4 |
27.07MB |
| 6. Matrix addition and subtraction.srt |
7.38KB |
| 6. Matrix addition and subtraction.vtt |
6.53KB |
| 6. Model-predicted values and residuals.mp4 |
30.92MB |
| 6. Model-predicted values and residuals.srt |
8.29KB |
| 6. Model-predicted values and residuals.vtt |
7.29KB |
| 6. Order-of-operations on matrices.mp4 |
36.81MB |
| 6. Order-of-operations on matrices.srt |
8.04KB |
| 6. Order-of-operations on matrices.vtt |
7.04KB |
| 6. Orthogonal matrices.mp4 |
55.44MB |
| 6. Orthogonal matrices.srt |
16.99KB |
| 6. Orthogonal matrices.vtt |
14.92KB |
| 6. Reduced row echelon form.mp4 |
61.34MB |
| 6. Reduced row echelon form.srt |
17.25KB |
| 6. Reduced row echelon form.vtt |
15.14KB |
| 6. SVD for low-rank approximations.mp4 |
67.66MB |
| 6. SVD for low-rank approximations.srt |
13.09KB |
| 6. SVD for low-rank approximations.vtt |
11.39KB |
| 6. What's the maximum possible rank.html |
144B |
| 7. Application of the normalized quadratic form PCA.mp4 |
130.97MB |
| 7. Application of the normalized quadratic form PCA.srt |
20.40KB |
| 7. Application of the normalized quadratic form PCA.vtt |
17.94KB |
| 7. Code challenge RREF of matrices with different sizes and ranks.mp4 |
39.28MB |
| 7. Code challenge RREF of matrices with different sizes and ranks.srt |
10.58KB |
| 7. Code challenge RREF of matrices with different sizes and ranks.vtt |
9.25KB |
| 7. Code challenge scalar multiplication and rank.mp4 |
55.71MB |
| 7. Code challenge scalar multiplication and rank.srt |
16.66KB |
| 7. Code challenge scalar multiplication and rank.vtt |
14.39KB |
| 7. Convert singular values to percent variance.mp4 |
72.94MB |
| 7. Convert singular values to percent variance.srt |
14.54KB |
| 7. Convert singular values to percent variance.vtt |
12.73KB |
| 7. Example of the four subspaces.mp4 |
50.25MB |
| 7. Example of the four subspaces.srt |
13.29KB |
| 7. Example of the four subspaces.vtt |
11.61KB |
| 7. Finding eigenvectors.mp4 |
64.81MB |
| 7. Finding eigenvectors.srt |
15.08KB |
| 7. Finding eigenvectors.vtt |
13.29KB |
| 7. Find matrix values for a given determinant.mp4 |
20.60MB |
| 7. Find matrix values for a given determinant.srt |
6.45KB |
| 7. Find matrix values for a given determinant.vtt |
5.67KB |
| 7. Gram-Schmidt and QR decomposition.mp4 |
67.62MB |
| 7. Gram-Schmidt and QR decomposition.srt |
19.71KB |
| 7. Gram-Schmidt and QR decomposition.vtt |
17.14KB |
| 7. Least-squares application 1.mp4 |
81.33MB |
| 7. Least-squares application 1.srt |
15.05KB |
| 7. Least-squares application 1.vtt |
13.17KB |
| 7. Left inverse and right inverse.mp4 |
76.67MB |
| 7. Left inverse and right inverse.srt |
17.04KB |
| 7. Left inverse and right inverse.vtt |
14.88KB |
| 7. Matrix-scalar multiplication.mp4 |
7.97MB |
| 7. Matrix-scalar multiplication.srt |
2.01KB |
| 7. Matrix-scalar multiplication.vtt |
1.80KB |
| 7. Matrix-vector multiplication.mp4 |
75.83MB |
| 7. Matrix-vector multiplication.srt |
18.64KB |
| 7. Matrix-vector multiplication.vtt |
16.38KB |
| 7. Vector length.mp4 |
23.82MB |
| 7. Vector length.srt |
7.19KB |
| 7. Vector length.vtt |
6.33KB |
| 8. Code challenge is matrix-scalar multiplication a linear operation.mp4 |
25.27MB |
| 8. Code challenge is matrix-scalar multiplication a linear operation.srt |
6.89KB |
| 8. Code challenge is matrix-scalar multiplication a linear operation.vtt |
6.01KB |
| 8. Code challenge reduced-rank matrix via multiplication.mp4 |
34.47MB |
| 8. Code challenge reduced-rank matrix via multiplication.srt |
9.81KB |
| 8. Code challenge reduced-rank matrix via multiplication.vtt |
8.54KB |
| 8. Eigendecomposition by hand two examples.mp4 |
51.82MB |
| 8. Eigendecomposition by hand two examples.srt |
14.12KB |
| 8. Eigendecomposition by hand two examples.vtt |
12.31KB |
| 8. Find the missing value!.html |
144B |
| 8. Least-squares application 2.mp4 |
133.29MB |
| 8. Least-squares application 2.srt |
23.05KB |
| 8. Least-squares application 2.vtt |
20.25KB |
| 8. Matrix inverse via QR decomposition.mp4 |
13.39MB |
| 8. Matrix inverse via QR decomposition.srt |
2.79KB |
| 8. Matrix inverse via QR decomposition.vtt |
2.48KB |
| 8. Matrix spaces after row reduction.mp4 |
39.52MB |
| 8. Matrix spaces after row reduction.srt |
9.83KB |
| 8. Matrix spaces after row reduction.vtt |
8.60KB |
| 8. More on Ax=b and Ax=0.mp4 |
28.47MB |
| 8. More on Ax=b and Ax=0.srt |
8.70KB |
| 8. More on Ax=b and Ax=0.vtt |
7.66KB |
| 8. Proof the inverse is unique.mp4 |
14.05MB |
| 8. Proof the inverse is unique.srt |
3.55KB |
| 8. Proof the inverse is unique.vtt |
3.14KB |
| 8. Quadratic form of generalized eigendecomposition.mp4 |
65.29MB |
| 8. Quadratic form of generalized eigendecomposition.srt |
12.43KB |
| 8. Quadratic form of generalized eigendecomposition.vtt |
10.97KB |
| 8. SVD, matrix inverse, and pseudoinverse.mp4 |
49.77MB |
| 8. SVD, matrix inverse, and pseudoinverse.srt |
11.74KB |
| 8. SVD, matrix inverse, and pseudoinverse.vtt |
10.31KB |
| 8. Vector length in MATLAB.html |
144B |
| 9. 2D transformation matrices.mp4 |
52.49MB |
| 9. 2D transformation matrices.srt |
14.65KB |
| 9. 2D transformation matrices.vtt |
12.85KB |
| 9. Code challenge Inverse via QR.mp4 |
47.85MB |
| 9. Code challenge Inverse via QR.srt |
9.30KB |
| 9. Code challenge Inverse via QR.vtt |
8.14KB |
| 9. Condition number of a matrix.mp4 |
52.99MB |
| 9. Condition number of a matrix.srt |
10.45KB |
| 9. Condition number of a matrix.vtt |
9.22KB |
| 9. Diagonalization.mp4 |
47.37MB |
| 9. Diagonalization.srt |
12.47KB |
| 9. Diagonalization.vtt |
10.99KB |
| 9. Dot product geometry sign and orthogonality.mp4 |
77.18MB |
| 9. Dot product geometry sign and orthogonality.srt |
19.69KB |
| 9. Dot product geometry sign and orthogonality.vtt |
17.31KB |
| 9. Matrix definiteness, geometry, and eigenvalues.mp4 |
53.06MB |
| 9. Matrix definiteness, geometry, and eigenvalues.srt |
10.18KB |
| 9. Matrix definiteness, geometry, and eigenvalues.vtt |
8.92KB |
| 9. Pseudo-inverse, part 1.mp4 |
56.05MB |
| 9. Pseudo-inverse, part 1.srt |
9.93KB |
| 9. Pseudo-inverse, part 1.vtt |
8.73KB |
| 9. Rank of A^TA and AA^T.mp4 |
45.03MB |
| 9. Rank of A^TA and AA^T.srt |
12.87KB |
| 9. Rank of A^TA and AA^T.vtt |
11.37KB |
| 9. Transpose.mp4 |
31.32MB |
| 9. Transpose.srt |
8.30KB |
| 9. Transpose.vtt |
7.30KB |
| Discuss.FTUForum.com.url |
294B |
| FreeCoursesOnline.Me.url |
286B |
| FTUApps.com.url |
239B |
| FTUForum.com.url |
328B |
| How you can help Team-FTU.txt |
237B |