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[GigaCourse com] Udemy - Complete Linear Algebra Theory and Implementation

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Title: UdemyGroup: NOGRPSource: Udemy
Info Hash
4B41C1C5BC2D8285C19F6A94C1A5598D8294AF8D
Source
Unverified
Total Size
7.28 GB
Total Files
100
Seeders
1
Leechers
0
Health
1.00
Score
2
Type
Bookware

File List

FileSize
1. Introductions/1. What is linear algebra.mp450.15 MB
1. Introductions/1. What is linear algebra.vtt9.14 KB
1. Introductions/2. Linear algebra applications.mp429.58 MB
1. Introductions/2. Linear algebra applications.vtt6.85 KB
1. Introductions/3. How best to learn from this course.mp426.98 MB
1. Introductions/3. How best to learn from this course.vtt5.21 KB
1. Introductions/4. Using MATLAB, Octave, or Python in this course.mp421.2 MB
1. Introductions/4. Using MATLAB, Octave, or Python in this course.vtt4.59 KB
1. Introductions/5. Leaving reviews, course coupons.mp417.84 MB
1. Introductions/5. Leaving reviews, course coupons.vtt2.85 KB
1. Introductions/6. Using the Q&A forum.mp426.8 MB
1. Introductions/6. Using the Q&A forum.vtt6.52 KB
10. Projections and orthogonalization/1. Exercises + code.html76 B
10. Projections and orthogonalization/1.1 linalg_projorth.zip.zip246.46 KB
10. Projections and orthogonalization/10. Matrix inverse via QR decomposition.mp47.08 MB
10. Projections and orthogonalization/10. Matrix inverse via QR decomposition.vtt1.91 KB
10. Projections and orthogonalization/11. Code challenge Inverse via QR.mp472.49 MB
10. Projections and orthogonalization/11. Code challenge Inverse via QR.vtt9.01 KB
10. Projections and orthogonalization/12. Code challenge Prove and demonstrate the Sherman-Morrison inverse.mp455.69 MB
10. Projections and orthogonalization/12. Code challenge Prove and demonstrate the Sherman-Morrison inverse.vtt15.58 KB
10. Projections and orthogonalization/13. Code challenge A^TA = R^TR.mp421.93 MB
10. Projections and orthogonalization/13. Code challenge A^TA = R^TR.vtt4.81 KB
10. Projections and orthogonalization/2. Projections in R^2.mp436.88 MB
10. Projections and orthogonalization/2. Projections in R^2.vtt9.62 KB
10. Projections and orthogonalization/3. Projections in R^N.mp452.71 MB
10. Projections and orthogonalization/3. Projections in R^N.vtt11.47 KB
10. Projections and orthogonalization/4. Orthogonal and parallel vector components.mp457.27 MB
10. Projections and orthogonalization/4. Orthogonal and parallel vector components.txt249 B
10. Projections and orthogonalization/4. Orthogonal and parallel vector components.vtt14.13 KB
10. Projections and orthogonalization/5. Code challenge decompose vector to orthogonal components.mp459.03 MB
10. Projections and orthogonalization/5. Code challenge decompose vector to orthogonal components.vtt12.81 KB
10. Projections and orthogonalization/6. Orthogonal matrices.mp443.88 MB
10. Projections and orthogonalization/6. Orthogonal matrices.vtt13.1 KB
10. Projections and orthogonalization/7. Gram-Schmidt procedure.mp450.73 MB
10. Projections and orthogonalization/7. Gram-Schmidt procedure.vtt15.16 KB
10. Projections and orthogonalization/8. QR decomposition.mp469.04 MB
10. Projections and orthogonalization/8. QR decomposition.mp4.jpg54.34 KB
10. Projections and orthogonalization/8. QR decomposition.txt224 B
10. Projections and orthogonalization/8. QR decomposition.vtt14.13 KB
10. Projections and orthogonalization/9. Code challenge Gram-Schmidt algorithm.mp463.93 MB
10. Projections and orthogonalization/9. Code challenge Gram-Schmidt algorithm.vtt15.46 KB
11. Least-squares for model-fitting in statistics/1. Exercises + code.html86 B
11. Least-squares for model-fitting in statistics/1.1 linalg_leastsquares.zip.zip315.41 KB
11. Least-squares for model-fitting in statistics/2. Introduction to least-squares.mp480.55 MB
11. Least-squares for model-fitting in statistics/2. Introduction to least-squares.vtt14.93 KB
11. Least-squares for model-fitting in statistics/3. Least-squares via left inverse.mp444.38 MB
11. Least-squares for model-fitting in statistics/3. Least-squares via left inverse.vtt10.68 KB
11. Least-squares for model-fitting in statistics/4. Least-squares via orthogonal projection.mp442.43 MB
11. Least-squares for model-fitting in statistics/4. Least-squares via orthogonal projection.vtt9.95 KB
11. Least-squares for model-fitting in statistics/5. Least-squares via row-reduction.mp454.07 MB
11. Least-squares for model-fitting in statistics/5. Least-squares via row-reduction.vtt13.01 KB
11. Least-squares for model-fitting in statistics/6. Model-predicted values and residuals.mp434.37 MB
11. Least-squares for model-fitting in statistics/6. Model-predicted values and residuals.vtt7.61 KB
11. Least-squares for model-fitting in statistics/7. Least-squares application 1.mp475.92 MB
11. Least-squares for model-fitting in statistics/7. Least-squares application 1.vtt13.94 KB
11. Least-squares for model-fitting in statistics/8. Least-squares application 2.mp4145.91 MB
11. Least-squares for model-fitting in statistics/8. Least-squares application 2.vtt21.69 KB
11. Least-squares for model-fitting in statistics/9. Code challenge Least-squares via QR decomposition.mp429.28 MB
11. Least-squares for model-fitting in statistics/9. Code challenge Least-squares via QR decomposition.vtt8.25 KB
12. Eigendecomposition/1. Exercises + code.html33 B
12. Eigendecomposition/1.1 linalg_eig.zip.zip297.22 KB
12. Eigendecomposition/10. Matrix powers via diagonalization.mp485.67 MB
12. Eigendecomposition/10. Matrix powers via diagonalization.vtt16.43 KB
12. Eigendecomposition/11. Code challenge eigendecomposition of matrix differences.mp448.54 MB
12. Eigendecomposition/11. Code challenge eigendecomposition of matrix differences.vtt11.81 KB
12. Eigendecomposition/12. Eigenvectors of distinct eigenvalues.mp441.53 MB
12. Eigendecomposition/12. Eigenvectors of distinct eigenvalues.vtt9.01 KB
12. Eigendecomposition/13. Eigenvectors of repeated eigenvalues.mp447.92 MB
12. Eigendecomposition/13. Eigenvectors of repeated eigenvalues.vtt11.72 KB
12. Eigendecomposition/14. Eigendecomposition of symmetric matrices.mp460.44 MB
12. Eigendecomposition/14. Eigendecomposition of symmetric matrices.vtt13.08 KB
12. Eigendecomposition/15. Eigenlayers of a matrix.mp424.75 MB
12. Eigendecomposition/15. Eigenlayers of a matrix.vtt6.44 KB
12. Eigendecomposition/16. Code challenge reconstruct a matrix from eigenlayers.mp449.85 MB
12. Eigendecomposition/16. Code challenge reconstruct a matrix from eigenlayers.vtt11.79 KB
12. Eigendecomposition/17. Eigendecomposition of singular matrices.mp420.06 MB
12. Eigendecomposition/17. Eigendecomposition of singular matrices.vtt5.47 KB
12. Eigendecomposition/18. Code challenge trace and determinant, eigenvalues sum and product.mp433.04 MB
12. Eigendecomposition/18. Code challenge trace and determinant, eigenvalues sum and product.vtt9.69 KB
12. Eigendecomposition/19. Generalized eigendecomposition.mp445.27 MB
12. Eigendecomposition/19. Generalized eigendecomposition.vtt10.1 KB
12. Eigendecomposition/2. What are eigenvalues and eigenvectors.mp463.49 MB
12. Eigendecomposition/2. What are eigenvalues and eigenvectors.vtt13.99 KB
12. Eigendecomposition/20. Code challenge GED in small and large matrices.mp472.37 MB
12. Eigendecomposition/20. Code challenge GED in small and large matrices.vtt14.93 KB
12. Eigendecomposition/3. Finding eigenvalues.mp470.05 MB
12. Eigendecomposition/3. Finding eigenvalues.vtt17.2 KB
12. Eigendecomposition/4. Shortcut for eigenvalues of a 2x2 matrix.mp412.61 MB
12. Eigendecomposition/4. Shortcut for eigenvalues of a 2x2 matrix.vtt3.01 KB
12. Eigendecomposition/5. Code challenge eigenvalues of diagonal and triangular matrices.mp433.88 MB
12. Eigendecomposition/5. Code challenge eigenvalues of diagonal and triangular matrices.vtt9.45 KB
12. Eigendecomposition/6. Code challenge eigenvalues of random matrices.mp462.78 MB
12. Eigendecomposition/6. Code challenge eigenvalues of random matrices.vtt10.85 KB
12. Eigendecomposition/7. Finding eigenvectors.mp456.89 MB
12. Eigendecomposition/7. Finding eigenvectors.vtt13.24 KB
12. Eigendecomposition/8. Eigendecomposition by hand two examples.mp446.6 MB
12. Eigendecomposition/8. Eigendecomposition by hand two examples.vtt10.86 KB
12. Eigendecomposition/9. Diagonalization.mp449.66 MB
12. Eigendecomposition/9. Diagonalization.vtt11.42 KB
13. Singular value decomposition/1. Exercises + code.html26 B

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