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[FTUForum.com] Udemy - Complete linear algebra theory and implementation
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1. Introductions
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1. What is linear algebra.mp4 - 64.83 MB
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1. What is linear algebra.srt - 9.96 KB
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1. What is linear algebra.vtt - 8.84 KB
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2. Linear algebra applications.mp4 - 29.58 MB
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2. Linear algebra applications.srt - 7.44 KB
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2. Linear algebra applications.vtt - 6.64 KB
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3. How best to learn from this course.mp4 - 26.98 MB
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3. How best to learn from this course.srt - 5.67 KB
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3. How best to learn from this course.vtt - 5.05 KB
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4. Using MATLAB, Octave, or Python in this course.mp4 - 21.2 MB
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4. Using MATLAB, Octave, or Python in this course.srt - 5.01 KB
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4. Using MATLAB, Octave, or Python in this course.vtt - 4.47 KB
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5. Leaving reviews, course coupons.mp4 - 17.84 MB
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5. Leaving reviews, course coupons.srt - 2.96 KB
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5. Leaving reviews, course coupons.vtt - 2.71 KB
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10. Projections and orthogonalization
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1. Exercises + code.html - 76 B
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1.1 linalg_projorth.zip.zip - 288.29 KB
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2. Projections in R^2.mp4 - 52.35 MB
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2. Projections in R^2.srt - 12.31 KB
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2. Projections in R^2.vtt - 10.71 KB
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3. Projections in R^N.mp4 - 75.55 MB
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3. Projections in R^N.srt - 17.75 KB
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3. Projections in R^N.vtt - 15.5 KB
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4. Orthogonal and parallel vector components.mp4 - 47.44 MB
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4. Orthogonal and parallel vector components.srt - 14.19 KB
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4. Orthogonal and parallel vector components.vtt - 12.49 KB
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5. Code challenge decompose vector to orthogonal components.mp4 - 47.57 MB
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5. Code challenge decompose vector to orthogonal components.srt - 10.44 KB
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5. Code challenge decompose vector to orthogonal components.vtt - 9.08 KB
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6. Orthogonal matrices.mp4 - 55.44 MB
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6. Orthogonal matrices.srt - 16.99 KB
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6. Orthogonal matrices.vtt - 14.92 KB
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7. Gram-Schmidt and QR decomposition.mp4 - 67.62 MB
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7. Gram-Schmidt and QR decomposition.srt - 19.71 KB
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7. Gram-Schmidt and QR decomposition.vtt - 17.14 KB
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8. Matrix inverse via QR decomposition.mp4 - 13.39 MB
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8. Matrix inverse via QR decomposition.srt - 2.79 KB
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8. Matrix inverse via QR decomposition.vtt - 2.48 KB
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9. Code challenge Inverse via QR.mp4 - 47.85 MB
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9. Code challenge Inverse via QR.srt - 9.3 KB
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9. Code challenge Inverse via QR.vtt - 8.14 KB
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11. Least-squares for model-fitting in statistics
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1. Exercises + code.html - 86 B
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1.1 linalg_leastsquares.zip.zip - 315.41 KB
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2. Introduction to least-squares.mp4 - 106.77 MB
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2. Introduction to least-squares.srt - 16.53 KB
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2. Introduction to least-squares.vtt - 14.52 KB
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3. Least-squares via left inverse.mp4 - 49.1 MB
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3. Least-squares via left inverse.srt - 12.76 KB
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3. Least-squares via left inverse.vtt - 11.21 KB
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4. Least-squares via orthogonal projection.mp4 - 34.74 MB
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4. Least-squares via orthogonal projection.srt - 9.78 KB
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4. Least-squares via orthogonal projection.vtt - 8.64 KB
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5. Least-squares via row-reduction.mp4 - 46.89 MB
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5. Least-squares via row-reduction.srt - 13.2 KB
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5. Least-squares via row-reduction.vtt - 11.62 KB
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6. Model-predicted values and residuals.mp4 - 30.92 MB
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6. Model-predicted values and residuals.srt - 8.29 KB
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6. Model-predicted values and residuals.vtt - 7.29 KB
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7. Least-squares application 1.mp4 - 81.33 MB
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7. Least-squares application 1.srt - 15.05 KB
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7. Least-squares application 1.vtt - 13.17 KB
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8. Least-squares application 2.mp4 - 133.29 MB
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8. Least-squares application 2.srt - 23.05 KB
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8. Least-squares application 2.vtt - 20.25 KB
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12. Eigendecomposition
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1. Exercises + code.html - 33 B
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1.1 linalg_eig.zip.zip - 302.56 KB
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10. Matrix powers via diagonalization.mp4 - 99.58 MB
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10. Matrix powers via diagonalization.srt - 19.99 KB
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10. Matrix powers via diagonalization.vtt - 17.42 KB
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11. Eigenvectors of distinct eigenvalues.mp4 - 55.81 MB
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11. Eigenvectors of distinct eigenvalues.srt - 10.84 KB
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11. Eigenvectors of distinct eigenvalues.vtt - 9.51 KB
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12. Eigenvectors of repeated eigenvalues.mp4 - 64.79 MB
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12. Eigenvectors of repeated eigenvalues.srt - 14.86 KB
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12. Eigenvectors of repeated eigenvalues.vtt - 12.9 KB
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13. Eigendecomposition of symmetric matrices.mp4 - 73.79 MB
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13. Eigendecomposition of symmetric matrices.srt - 18.14 KB
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13. Eigendecomposition of symmetric matrices.vtt - 15.86 KB
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14. Eigendecomposition of singular matrices.mp4 - 15.75 MB
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14. Eigendecomposition of singular matrices.srt - 5.27 KB
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14. Eigendecomposition of singular matrices.vtt - 4.68 KB
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15. Code challenge trace and determinant, eigenvalues sum and product.mp4 - 24.12 MB
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15. Code challenge trace and determinant, eigenvalues sum and product.srt - 6.9 KB
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15. Code challenge trace and determinant, eigenvalues sum and product.vtt - 6.04 KB
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16. Generalized eigendecomposition.mp4 - 61.91 MB
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16. Generalized eigendecomposition.srt - 13.38 KB
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16. Generalized eigendecomposition.vtt - 11.74 KB
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2. What are eigenvalues and eigenvectors.mp4 - 85.51 MB
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2. What are eigenvalues and eigenvectors.srt - 17.02 KB
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2. What are eigenvalues and eigenvectors.vtt - 15.01 KB
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3. Finding eigenvalues.mp4 - 73.11 MB
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3. Finding eigenvalues.srt - 19.39 KB
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3. Finding eigenvalues.vtt - 16.93 KB
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4. Shortcut for eigenvalues of a 2x2 matrix.mp4 - 8.63 MB
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4. Shortcut for eigenvalues of a 2x2 matrix.srt - 2.41 KB
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4. Shortcut for eigenvalues of a 2x2 matrix.vtt - 2.13 KB
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5. Code challenge eigenvalues of diagonal and triangular matrices.mp4 - 25.62 MB
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5. Code challenge eigenvalues of diagonal and triangular matrices.srt - 6.98 KB
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5. Code challenge eigenvalues of diagonal and triangular matrices.vtt - 6.08 KB
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6. Code challenge eigenvalues of random matrices.mp4 - 39.64 MB
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6. Code challenge eigenvalues of random matrices.srt - 8.16 KB
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6. Code challenge eigenvalues of random matrices.vtt - 7.13 KB
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7. Finding eigenvectors.mp4 - 64.81 MB
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7. Finding eigenvectors.srt - 15.08 KB
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7. Finding eigenvectors.vtt - 13.29 KB
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8. Eigendecomposition by hand two examples.mp4 - 51.82 MB
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8. Eigendecomposition by hand two examples.srt - 14.12 KB
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8. Eigendecomposition by hand two examples.vtt - 12.31 KB
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9. Diagonalization.mp4 - 47.37 MB
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9. Diagonalization.srt - 12.47 KB
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9. Diagonalization.vtt - 10.99 KB
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13. Singular value decomposition
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1. Exercises + code.html - 26 B
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1.1 linalg_svd.zip.zip - 330.96 KB
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10. Code challenge Create matrix with desired condition number.mp4 - 78.72 MB
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10. Code challenge Create matrix with desired condition number.srt - 14.61 KB
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10. Code challenge Create matrix with desired condition number.vtt - 12.8 KB
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2. Singular value decomposition (SVD).mp4 - 74.4 MB
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2. Singular value decomposition (SVD).srt - 15.56 KB
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2. Singular value decomposition (SVD).vtt - 13.63 KB
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3. Code challenge SVD vs. eigendecomposition for square symmetric matrices.mp4 - 79.2 MB
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3. Code challenge SVD vs. eigendecomposition for square symmetric matrices.srt - 15.65 KB
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3. Code challenge SVD vs. eigendecomposition for square symmetric matrices.vtt - 13.6 KB
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4. SVD and the four subspaces.mp4 - 37.52 MB
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4. SVD and the four subspaces.srt - 9.39 KB
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4. SVD and the four subspaces.vtt - 8.22 KB
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5. Spectral theory of matrices.mp4 - 116.58 MB
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5. Spectral theory of matrices.srt - 15.23 KB
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5. Spectral theory of matrices.vtt - 13.43 KB
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6. SVD for low-rank approximations.mp4 - 67.66 MB
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6. SVD for low-rank approximations.srt - 13.09 KB
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6. SVD for low-rank approximations.vtt - 11.39 KB
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7. Convert singular values to percent variance.mp4 - 72.94 MB
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7. Convert singular values to percent variance.srt - 14.54 KB
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7. Convert singular values to percent variance.vtt - 12.73 KB
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8. SVD, matrix inverse, and pseudoinverse.mp4 - 49.77 MB
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8. SVD, matrix inverse, and pseudoinverse.srt - 11.74 KB
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8. SVD, matrix inverse, and pseudoinverse.vtt - 10.31 KB
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9. Condition number of a matrix.mp4 - 52.99 MB
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9. Condition number of a matrix.srt - 10.45 KB
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9. Condition number of a matrix.vtt - 9.22 KB
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14. Quadratic form and definiteness
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1. Exercises + code.html - 55 B
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1.1 linalg_quadformDefinite.zip.zip - 264.43 KB
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10. Proof A^TA is always positive (semi)definite.mp4 - 31.34 MB
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10. Proof A^TA is always positive (semi)definite.srt - 7.86 KB
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10. Proof A^TA is always positive (semi)definite.vtt - 6.93 KB
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2. The quadratic form in algebra.mp4 - 65.98 MB
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2. The quadratic form in algebra.srt - 14.7 KB
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2. The quadratic form in algebra.vtt - 12.97 KB
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3. The quadratic form in geometry.mp4 - 64.71 MB
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3. The quadratic form in geometry.srt - 14.66 KB
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3. The quadratic form in geometry.vtt - 12.87 KB
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4. The normalized quadratic form.mp4 - 31.77 MB
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4. The normalized quadratic form.srt - 7.88 KB
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4. The normalized quadratic form.vtt - 6.95 KB
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5. Code challenge Visualize the normalized quadratic form.mp4 - 81.33 MB
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5. Code challenge Visualize the normalized quadratic form.srt - 13.72 KB
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5. Code challenge Visualize the normalized quadratic form.vtt - 12.01 KB
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6. Eigenvectors and the quadratic form surface.mp4 - 45.26 MB
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6. Eigenvectors and the quadratic form surface.srt - 7.17 KB
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6. Eigenvectors and the quadratic form surface.vtt - 6.36 KB
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7. Application of the normalized quadratic form PCA.mp4 - 130.97 MB
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7. Application of the normalized quadratic form PCA.srt - 20.4 KB
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7. Application of the normalized quadratic form PCA.vtt - 17.94 KB
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8. Quadratic form of generalized eigendecomposition.mp4 - 65.29 MB
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8. Quadratic form of generalized eigendecomposition.srt - 12.43 KB
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8. Quadratic form of generalized eigendecomposition.vtt - 10.97 KB
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9. Matrix definiteness, geometry, and eigenvalues.mp4 - 53.06 MB
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9. Matrix definiteness, geometry, and eigenvalues.srt - 10.18 KB
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9. Matrix definiteness, geometry, and eigenvalues.vtt - 8.92 KB
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15. Discount coupons for related courses
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1. Bonus Links to related courses.html - 2.27 KB
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2. Vectors
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1. Exercises + code.html - 80 B
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1.1 linalg_vectors.zip.zip - 385.18 KB
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10. Vector orthogonality.html - 144 B
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11. Relative vector angles.html - 144 B
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12. Code challenge dot product sign and scalar multiplication.mp4 - 44.81 MB
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12. Code challenge dot product sign and scalar multiplication.srt - 14.41 KB
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12. Code challenge dot product sign and scalar multiplication.vtt - 12.56 KB
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13. Code challenge is the dot product commutative.mp4 - 27.52 MB
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13. Code challenge is the dot product commutative.srt - 9.3 KB
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13. Code challenge is the dot product commutative.vtt - 8.11 KB
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14. Vector Hadamard multiplication.mp4 - 12.14 MB
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14. Vector Hadamard multiplication.srt - 3 KB
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14. Vector Hadamard multiplication.vtt - 2.67 KB
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15. Outer product.mp4 - 42.03 MB
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15. Outer product.srt - 10.5 KB
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15. Outer product.vtt - 9.27 KB
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16. Vector cross product.mp4 - 44.38 MB
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16. Vector cross product.srt - 8.25 KB
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16. Vector cross product.vtt - 7.29 KB
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17. Vectors with complex numbers.mp4 - 32.89 MB
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17. Vectors with complex numbers.srt - 10.02 KB
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17. Vectors with complex numbers.vtt - 8.85 KB
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18. Hermitian transpose (a.k.a. conjugate transpose).mp4 - 55.5 MB
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18. Hermitian transpose (a.k.a. conjugate transpose).srt - 15.02 KB
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18. Hermitian transpose (a.k.a. conjugate transpose).vtt - 13.16 KB
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19. Interpreting and creating unit vectors.mp4 - 26.54 MB
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19. Interpreting and creating unit vectors.srt - 6.77 KB
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19. Interpreting and creating unit vectors.vtt - 5.97 KB
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2. Algebraic and geometric interpretations of vectors.mp4 - 47.98 MB
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2. Algebraic and geometric interpretations of vectors.srt - 11.94 KB
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2. Algebraic and geometric interpretations of vectors.vtt - 10.5 KB
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20. Code challenge dot products with unit vectors.mp4 - 44.88 MB
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20. Code challenge dot products with unit vectors.srt - 12.93 KB
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20. Code challenge dot products with unit vectors.vtt - 11.31 KB
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21. Dimensions and fields in linear algebra.mp4 - 38.74 MB
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21. Dimensions and fields in linear algebra.srt - 9.66 KB
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21. Dimensions and fields in linear algebra.vtt - 8.53 KB
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22. Subspaces.mp4 - 69.59 MB
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22. Subspaces.srt - 18.65 KB
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22. Subspaces.vtt - 16.36 KB
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23. Subspaces vs. subsets.mp4 - 29.06 MB
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23. Subspaces vs. subsets.srt - 6.76 KB
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23. Subspaces vs. subsets.vtt - 5.96 KB
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24. Span.mp4 - 59.92 MB
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24. Span.srt - 13.79 KB
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24. Span.vtt - 12.11 KB
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25. In the span.html - 144 B
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26. Linear independence.mp4 - 75.69 MB
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26. Linear independence.srt - 19.33 KB
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26. Linear independence.vtt - 16.98 KB
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27. Basis.mp4 - 50.94 MB
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27. Basis.srt - 14.11 KB
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27. Basis.vtt - 12.49 KB
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3. Vector addition and subtraction.mp4 - 25.82 MB
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3. Vector addition and subtraction.srt - 7.45 KB
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3. Vector addition and subtraction.vtt - 6.65 KB
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4. Vector-scalar multiplication.mp4 - 29.42 MB
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4. Vector-scalar multiplication.srt - 8.28 KB
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4. Vector-scalar multiplication.vtt - 7.33 KB
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5. Vector-vector multiplication the dot product.mp4 - 32.38 MB
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5. Vector-vector multiplication the dot product.srt - 9.29 KB
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5. Vector-vector multiplication the dot product.vtt - 8.18 KB
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6. Code challenge dot products with matrix columns.mp4 - 23.05 MB
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6. Code challenge dot products with matrix columns.srt - 8.74 KB
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6. Code challenge dot products with matrix columns.vtt - 7.66 KB
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7. Vector length.mp4 - 23.82 MB
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7. Vector length.srt - 7.19 KB
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7. Vector length.vtt - 6.33 KB
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8. Vector length in MATLAB.html - 144 B
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9. Dot product geometry sign and orthogonality.mp4 - 77.18 MB
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9. Dot product geometry sign and orthogonality.srt - 19.69 KB
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9. Dot product geometry sign and orthogonality.vtt - 17.31 KB
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3. Introduction to matrices
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1. Exercises + code.html - 75 B
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1.1 linalg_matrices.zip.zip - 166.28 KB
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10. Complex matrices.mp4 - 6.77 MB
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10. Complex matrices.srt - 2.35 KB
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10. Complex matrices.vtt - 2.08 KB
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11. Addition, equality, and transpose.html - 144 B
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12. Diagonal and trace.mp4 - 27.24 MB
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12. Diagonal and trace.srt - 7.14 KB
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12. Diagonal and trace.vtt - 6.35 KB
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13. Code challenge linearity of trace.mp4 - 36.24 MB
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13. Code challenge linearity of trace.srt - 10.78 KB
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13. Code challenge linearity of trace.vtt - 9.41 KB
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2. Matrix terminology and dimensionality.mp4 - 40.84 MB
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2. Matrix terminology and dimensionality.srt - 9.76 KB
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2. Matrix terminology and dimensionality.vtt - 8.67 KB
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3. Matrix sizes and dimensionality.html - 144 B
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4. A zoo of matrices.mp4 - 55.12 MB
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4. A zoo of matrices.srt - 14.14 KB
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4. A zoo of matrices.vtt - 12.53 KB
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5. Can the matrices be concatenated.html - 144 B
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6. Matrix addition and subtraction.mp4 - 27.07 MB
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6. Matrix addition and subtraction.srt - 7.38 KB
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6. Matrix addition and subtraction.vtt - 6.53 KB
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7. Matrix-scalar multiplication.mp4 - 7.97 MB
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7. Matrix-scalar multiplication.srt - 2.01 KB
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7. Matrix-scalar multiplication.vtt - 1.8 KB
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8. Code challenge is matrix-scalar multiplication a linear operation.mp4 - 25.27 MB
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8. Code challenge is matrix-scalar multiplication a linear operation.srt - 6.89 KB
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8. Code challenge is matrix-scalar multiplication a linear operation.vtt - 6.01 KB
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9. Transpose.mp4 - 31.32 MB
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9. Transpose.srt - 8.3 KB
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9. Transpose.vtt - 7.3 KB
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4. Matrix multiplications
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1. Exercises + code.html - 87 B
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1.1 linalg_matrixMult.zip.zip - 214.85 KB
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10. Code challenge Pure and impure rotation matrices.mp4 - 65.02 MB
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10. Code challenge Pure and impure rotation matrices.srt - 13.46 KB
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10. Code challenge Pure and impure rotation matrices.vtt - 11.74 KB
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11. Additive and multiplicative matrix identities.mp4 - 25.26 MB
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11. Additive and multiplicative matrix identities.srt - 6.33 KB
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11. Additive and multiplicative matrix identities.vtt - 5.55 KB
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12. Additive and multiplicative symmetric matrices.mp4 - 54.23 MB
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12. Additive and multiplicative symmetric matrices.srt - 14.53 KB
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12. Additive and multiplicative symmetric matrices.vtt - 12.81 KB
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13. Hadamard (element-wise) multiplication.mp4 - 11.93 MB
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13. Hadamard (element-wise) multiplication.srt - 3.17 KB
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13. Hadamard (element-wise) multiplication.vtt - 2.82 KB
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14. Matrix operation equality.html - 144 B
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15. Code challenge symmetry of combined symmetric matrices.mp4 - 34.19 MB
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15. Code challenge symmetry of combined symmetric matrices.srt - 10.54 KB
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15. Code challenge symmetry of combined symmetric matrices.vtt - 9.29 KB
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16. Multiplication of two symmetric matrices.mp4 - 49.74 MB
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16. Multiplication of two symmetric matrices.srt - 12.33 KB
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16. Multiplication of two symmetric matrices.vtt - 10.84 KB
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17. Code challenge standard and Hadamard multiplication for diagonal matrices.mp4 - 19.94 MB
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17. Code challenge standard and Hadamard multiplication for diagonal matrices.srt - 6.38 KB
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17. Code challenge standard and Hadamard multiplication for diagonal matrices.vtt - 5.54 KB
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18. Frobenius dot product.mp4 - 45.14 MB
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18. Frobenius dot product.srt - 10.32 KB
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18. Frobenius dot product.vtt - 9.18 KB
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19. What about matrix division.mp4 - 14.08 MB
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19. What about matrix division.srt - 5.33 KB
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19. What about matrix division.vtt - 4.72 KB
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2. Introduction to standard matrix multiplication.mp4 - 45.31 MB
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2. Introduction to standard matrix multiplication.srt - 10.21 KB
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2. Introduction to standard matrix multiplication.vtt - 8.99 KB
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3. Four ways to think about matrix multiplication.mp4 - 37.76 MB
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3. Four ways to think about matrix multiplication.srt - 12.58 KB
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3. Four ways to think about matrix multiplication.vtt - 11.11 KB
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4. Code challenge matrix multiplication by layering.mp4 - 35.63 MB
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4. Code challenge matrix multiplication by layering.srt - 10.27 KB
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4. Code challenge matrix multiplication by layering.vtt - 8.95 KB
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5. Matrix multiplication with a diagonal matrix.mp4 - 18.55 MB
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5. Matrix multiplication with a diagonal matrix.srt - 4.75 KB
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5. Matrix multiplication with a diagonal matrix.vtt - 4.2 KB
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6. Order-of-operations on matrices.mp4 - 36.81 MB
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6. Order-of-operations on matrices.srt - 8.04 KB
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6. Order-of-operations on matrices.vtt - 7.04 KB
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7. Matrix-vector multiplication.mp4 - 75.83 MB
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7. Matrix-vector multiplication.srt - 18.64 KB
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7. Matrix-vector multiplication.vtt - 16.38 KB
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8. Find the missing value!.html - 144 B
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9. 2D transformation matrices.mp4 - 52.49 MB
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9. 2D transformation matrices.srt - 14.65 KB
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9. 2D transformation matrices.vtt - 12.85 KB
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5. Matrix rank
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1. Exercises + code.html - 85 B
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1.1 linalg_matrixRank.zip.zip - 179.67 KB
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10. Code challenge rank of multiplied and summed matrices.mp4 - 29.96 MB
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10. Code challenge rank of multiplied and summed matrices.srt - 8.38 KB
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10. Code challenge rank of multiplied and summed matrices.vtt - 7.32 KB
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11. Making a matrix full-rank by shifting.mp4 - 59.9 MB
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11. Making a matrix full-rank by shifting.srt - 13.47 KB
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11. Making a matrix full-rank by shifting.vtt - 11.75 KB
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12. Code challenge is this vector in the span of this set.mp4 - 24.39 MB
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12. Code challenge is this vector in the span of this set.srt - 8.85 KB
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12. Code challenge is this vector in the span of this set.vtt - 7.73 KB
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2. Rank concepts, terms, and applications.mp4 - 62.87 MB
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2. Rank concepts, terms, and applications.srt - 13.34 KB
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2. Rank concepts, terms, and applications.vtt - 11.82 KB
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3. Maximum possible rank..html - 144 B
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4. Computing rank theory and practice.mp4 - 90.33 MB
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4. Computing rank theory and practice.srt - 21 KB
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4. Computing rank theory and practice.vtt - 18.36 KB
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5. Rank of added and multiplied matrices.mp4 - 58.89 MB
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5. Rank of added and multiplied matrices.srt - 13.92 KB
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5. Rank of added and multiplied matrices.vtt - 12.22 KB
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6. What's the maximum possible rank.html - 144 B
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7. Code challenge scalar multiplication and rank.mp4 - 55.71 MB
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7. Code challenge scalar multiplication and rank.srt - 16.66 KB
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7. Code challenge scalar multiplication and rank.vtt - 14.39 KB
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8. Code challenge reduced-rank matrix via multiplication.mp4 - 34.47 MB
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8. Code challenge reduced-rank matrix via multiplication.srt - 9.81 KB
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8. Code challenge reduced-rank matrix via multiplication.vtt - 8.54 KB
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9. Rank of A^TA and AA^T.mp4 - 45.03 MB
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9. Rank of A^TA and AA^T.srt - 12.87 KB
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9. Rank of A^TA and AA^T.vtt - 11.37 KB
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6. Matrix spaces
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1. Exercises + code.html - 36 B
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1.1 linalg_matrixSpaces.zip.zip - 209.95 KB
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2. Column space of a matrix.mp4 - 86.5 MB
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2. Column space of a matrix.srt - 19.8 KB
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2. Column space of a matrix.vtt - 17.34 KB
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3. Row space of a matrix.mp4 - 19.31 MB
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3. Row space of a matrix.srt - 5.6 KB
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3. Row space of a matrix.vtt - 4.99 KB
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4. Null space and left null space of a matrix.mp4 - 64.13 MB
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4. Null space and left null space of a matrix.srt - 16.73 KB
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4. Null space and left null space of a matrix.vtt - 14.72 KB
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5. Columnleft-null and rownull spaces are orthogonal.mp4 - 30.99 MB
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5. Columnleft-null and rownull spaces are orthogonal.srt - 8.32 KB
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5. Columnleft-null and rownull spaces are orthogonal.vtt - 7.31 KB
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6. Dimensions of columnrownull spaces.mp4 - 26.83 MB
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6. Dimensions of columnrownull spaces.srt - 7.31 KB
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6. Dimensions of columnrownull spaces.vtt - 6.65 KB
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7. Example of the four subspaces.mp4 - 50.25 MB
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7. Example of the four subspaces.srt - 13.29 KB
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7. Example of the four subspaces.vtt - 11.61 KB
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8. More on Ax=b and Ax=0.mp4 - 28.47 MB
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8. More on Ax=b and Ax=0.srt - 8.7 KB
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8. More on Ax=b and Ax=0.vtt - 7.66 KB
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7. Solving systems of equations
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1. Exercises + code.html - 40 B
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1.1 linalg_systems.zip.zip - 211.22 KB
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2. Systems of equations algebra and geometry.mp4 - 99.72 MB
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2. Systems of equations algebra and geometry.srt - 18.55 KB
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2. Systems of equations algebra and geometry.vtt - 16.13 KB
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3. Converting systems of equations to matrix equations.mp4 - 29.43 MB
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3. Converting systems of equations to matrix equations.srt - 7.05 KB
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3. Converting systems of equations to matrix equations.vtt - 6.2 KB
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4. Gaussian elimination.mp4 - 61.61 MB
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4. Gaussian elimination.srt - 15.32 KB
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4. Gaussian elimination.vtt - 13.49 KB
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5. Echelon form and pivots.mp4 - 26.42 MB
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5. Echelon form and pivots.srt - 9.52 KB
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5. Echelon form and pivots.vtt - 8.4 KB
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6. Reduced row echelon form.mp4 - 61.34 MB
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6. Reduced row echelon form.srt - 17.25 KB
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6. Reduced row echelon form.vtt - 15.14 KB
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7. Code challenge RREF of matrices with different sizes and ranks.mp4 - 39.28 MB
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7. Code challenge RREF of matrices with different sizes and ranks.srt - 10.58 KB
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7. Code challenge RREF of matrices with different sizes and ranks.vtt - 9.25 KB
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8. Matrix spaces after row reduction.mp4 - 39.52 MB
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8. Matrix spaces after row reduction.srt - 9.83 KB
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8. Matrix spaces after row reduction.vtt - 8.6 KB
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8. Matrix determinant
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1. Exercises.html - 52 B
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1.1 linalg_matrixDet.pdf.pdf - 138.29 KB
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2. Determinant concept and applications.mp4 - 48.01 MB
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2. Determinant concept and applications.srt - 8.78 KB
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2. Determinant concept and applications.vtt - 7.8 KB
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3. Code challenge determinant of small and large singular matrices.mp4 - 25.04 MB
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3. Code challenge determinant of small and large singular matrices.srt - 7.84 KB
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3. Code challenge determinant of small and large singular matrices.vtt - 6.82 KB
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4. Determinant of a 2x2 matrix.mp4 - 27.45 MB
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4. Determinant of a 2x2 matrix.srt - 9.06 KB
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4. Determinant of a 2x2 matrix.vtt - 7.9 KB
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5. Determinant of a 3x3 matrix.mp4 - 51.56 MB
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5. Determinant of a 3x3 matrix.srt - 14.3 KB
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5. Determinant of a 3x3 matrix.vtt - 12.55 KB
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6. Code challenge determinant of shifted matrices.mp4 - 62.47 MB
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6. Code challenge determinant of shifted matrices.srt - 15.91 KB
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6. Code challenge determinant of shifted matrices.vtt - 13.84 KB
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7. Find matrix values for a given determinant.mp4 - 20.6 MB
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7. Find matrix values for a given determinant.srt - 6.45 KB
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7. Find matrix values for a given determinant.vtt - 5.67 KB
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9. Matrix inverse
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1. Exercises + code.html - 85 B
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1.1 linalg_inverse.zip.zip - 225.8 KB
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10. Code challenge pseudoinverse of invertible matrices.mp4 - 13.36 MB
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10. Code challenge pseudoinverse of invertible matrices.srt - 3.98 KB
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10. Code challenge pseudoinverse of invertible matrices.vtt - 3.48 KB
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2. Matrix inverse Concept and applications.mp4 - 54.13 MB
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2. Matrix inverse Concept and applications.srt - 14.92 KB
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2. Matrix inverse Concept and applications.vtt - 13.06 KB
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3. Inverse of a 2x2 matrix.mp4 - 26.55 MB
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3. Inverse of a 2x2 matrix.srt - 7.2 KB
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3. Inverse of a 2x2 matrix.vtt - 6.34 KB
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4. The MCA algorithm to compute the inverse.mp4 - 52.46 MB
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4. The MCA algorithm to compute the inverse.srt - 14.19 KB
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4. The MCA algorithm to compute the inverse.vtt - 12.46 KB
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5. Computing the inverse via row reduction.mp4 - 85.53 MB
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5. Computing the inverse via row reduction.srt - 21.74 KB
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5. Computing the inverse via row reduction.vtt - 18.91 KB
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6. Code challenge inverse of a diagonal matrix.mp4 - 37.18 MB
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6. Code challenge inverse of a diagonal matrix.srt - 11.14 KB
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6. Code challenge inverse of a diagonal matrix.vtt - 9.77 KB
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7. Left inverse and right inverse.mp4 - 76.67 MB
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7. Left inverse and right inverse.srt - 17.04 KB
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7. Left inverse and right inverse.vtt - 14.88 KB
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8. Proof the inverse is unique.mp4 - 14.05 MB
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8. Proof the inverse is unique.srt - 3.55 KB
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8. Proof the inverse is unique.vtt - 3.14 KB
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9. Pseudo-inverse, part 1.mp4 - 56.05 MB
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9. Pseudo-inverse, part 1.srt - 9.93 KB
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9. Pseudo-inverse, part 1.vtt - 8.73 KB
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Discuss.FTUForum.com.url - 294 B
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FTUApps.com.url - 239 B
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FTUForum.com.url - 328 B
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FreeCoursesOnline.Me.url - 286 B
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How you can help Team-FTU.txt - 237 B
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InfoHash:
89EA25F10389D7BDBDA190E10A8D8E6DF26D21F1
Last updated:
Jan 25, 2022
File count:
457 B
File Category:
9
Tags:
Other, Tutorials