BT种子基本信息
- 种子哈希：ed7aefd8cd7378ed9dcc565530982599fdfd5bbc
- 文档大小：6.3 GB
- 文档个数：310个文档
- 下载次数：2851次
- 下载速度：极快
- 收录时间：2020-03-08
- 最近下载：2025-01-01
- DMCA/屏蔽：DMCA/屏蔽
文档列表
Complete linear algebra theory and implementation/11. Least-squares for model-fitting in statistics/8. Least-squares application 2.mp4 139.8 MB- Complete linear algebra theory and implementation/14. Quadratic form and definiteness/7. Application of the normalized quadratic form PCA.mp4 138.0 MB
- Complete linear algebra theory and implementation/13. Singular value decomposition/5. Spectral theory of matrices.mp4 122.2 MB
- Complete linear algebra theory and implementation/12. Eigendecomposition/10. Matrix powers via diagonalization.mp4 104.4 MB
- Complete linear algebra theory and implementation/9. Matrix inverse/5. Computing the inverse via row reduction.mp4 89.7 MB
- Complete linear algebra theory and implementation/7. Solving systems of equations/2. Systems of equations algebra and geometry.mp4 89.2 MB
- Complete linear algebra theory and implementation/11. Least-squares for model-fitting in statistics/7. Least-squares application 1.mp4 85.3 MB
- Complete linear algebra theory and implementation/14. Quadratic form and definiteness/5. Code challenge Visualize the normalized quadratic form.mp4 85.3 MB
- Complete linear algebra theory and implementation/11. Least-squares for model-fitting in statistics/2. Introduction to least-squares.mp4 83.5 MB
- Complete linear algebra theory and implementation/13. Singular value decomposition/3. Code challenge SVD vs. eigendecomposition for square symmetric matrices.mp4 83.0 MB
- Complete linear algebra theory and implementation/13. Singular value decomposition/10. Code challenge Create matrix with desired condition number.mp4 82.5 MB
- Complete linear algebra theory and implementation/9. Matrix inverse/7. Left inverse and right inverse.mp4 80.4 MB
- Complete linear algebra theory and implementation/10. Projections and orthogonalization/3. Projections in R^N.mp4 79.2 MB
- Complete linear algebra theory and implementation/12. Eigendecomposition/13. Eigendecomposition of symmetric matrices.mp4 77.4 MB
- Complete linear algebra theory and implementation/12. Eigendecomposition/3. Finding eigenvalues.mp4 76.7 MB
- Complete linear algebra theory and implementation/13. Singular value decomposition/7. Convert singular values to percent variance.mp4 76.5 MB
- Complete linear algebra theory and implementation/2. Vectors/23. Linear independence.mp4 75.6 MB
- Complete linear algebra theory and implementation/6. Matrix spaces/2. Column space of a matrix.mp4 75.5 MB
- Complete linear algebra theory and implementation/2. Vectors/8. Dot product geometry sign and orthogonality.mp4 74.7 MB
- Complete linear algebra theory and implementation/12. Eigendecomposition/2. What are eigenvalues and eigenvectors.mp4 73.7 MB
- Complete linear algebra theory and implementation/5. Matrix rank/4. Computing rank theory and practice.mp4 72.1 MB
- Complete linear algebra theory and implementation/13. Singular value decomposition/6. SVD for low-rank approximations.mp4 70.9 MB
- Complete linear algebra theory and implementation/10. Projections and orthogonalization/7. Gram-Schmidt and QR decomposition.mp4 70.9 MB
- Complete linear algebra theory and implementation/2. Vectors/19. Subspaces.mp4 70.0 MB
- Complete linear algebra theory and implementation/14. Quadratic form and definiteness/8. Quadratic form of generalized eigendecomposition.mp4 68.5 MB
- Complete linear algebra theory and implementation/12. Eigendecomposition/7. Finding eigenvectors.mp4 68.0 MB
- Complete linear algebra theory and implementation/12. Eigendecomposition/12. Eigenvectors of repeated eigenvalues.mp4 67.9 MB
- Complete linear algebra theory and implementation/14. Quadratic form and definiteness/3. The quadratic form in geometry.mp4 67.8 MB
- Complete linear algebra theory and implementation/6. Matrix spaces/4. Null space and left null space of a matrix.mp4 67.2 MB
- Complete linear algebra theory and implementation/8. Matrix determinant/6. Code challenge determinant of shifted matrices.mp4 65.5 MB
- Complete linear algebra theory and implementation/12. Eigendecomposition/16. Generalized eigendecomposition.mp4 64.9 MB
- Complete linear algebra theory and implementation/7. Solving systems of equations/4. Gaussian elimination.mp4 64.6 MB
- Complete linear algebra theory and implementation/7. Solving systems of equations/6. Reduced row echelon form.mp4 64.3 MB
- Complete linear algebra theory and implementation/2. Vectors/21. Span.mp4 63.7 MB
- Complete linear algebra theory and implementation/13. Singular value decomposition/2. Singular value decomposition (SVD).mp4 62.6 MB
- Complete linear algebra theory and implementation/9. Matrix inverse/9. Pseudo-inverse, part 1.mp4 58.8 MB
- Complete linear algebra theory and implementation/12. Eigendecomposition/11. Eigenvectors of distinct eigenvalues.mp4 58.5 MB
- Complete linear algebra theory and implementation/4. Matrix multiplications/9. 2D transformation matrices.mp4 58.3 MB
- Complete linear algebra theory and implementation/10. Projections and orthogonalization/6. Orthogonal matrices.mp4 58.1 MB
- Complete linear algebra theory and implementation/5. Matrix rank/5. Rank of added and multiplied matrices.mp4 57.8 MB
- Complete linear algebra theory and implementation/14. Quadratic form and definiteness/9. Matrix definiteness, geometry, and eigenvalues.mp4 55.6 MB
- Complete linear algebra theory and implementation/13. Singular value decomposition/9. Condition number of a matrix.mp4 55.6 MB
- Complete linear algebra theory and implementation/9. Matrix inverse/4. The MCA algorithm to compute the inverse.mp4 55.0 MB
- Complete linear algebra theory and implementation/2. Vectors/2. Algebraic and geometric interpretations of vectors.mp4 54.5 MB
- Complete linear algebra theory and implementation/12. Eigendecomposition/8. Eigendecomposition by hand two examples.mp4 54.3 MB
- Complete linear algebra theory and implementation/8. Matrix determinant/5. Determinant of a 3x3 matrix.mp4 54.1 MB
- Complete linear algebra theory and implementation/14. Quadratic form and definiteness/2. The quadratic form in algebra.mp4 53.8 MB
- Complete linear algebra theory and implementation/6. Matrix spaces/7. Example of the four subspaces.mp4 52.7 MB
- Complete linear algebra theory and implementation/13. Singular value decomposition/8. SVD, matrix inverse, and pseudoinverse.mp4 52.2 MB
- Complete linear algebra theory and implementation/5. Matrix rank/2. Rank concepts, terms, and applications.mp4 51.6 MB
- Complete linear algebra theory and implementation/11. Least-squares for model-fitting in statistics/3. Least-squares via left inverse.mp4 51.5 MB
- Complete linear algebra theory and implementation/4. Matrix multiplications/11. Additive and multiplicative symmetric matrices.mp4 50.9 MB
- Complete linear algebra theory and implementation/10. Projections and orthogonalization/9. Code challenge Inverse via QR.mp4 50.2 MB
- Complete linear algebra theory and implementation/10. Projections and orthogonalization/5. Code challenge decompose vector to orthogonal components.mp4 49.9 MB
- Complete linear algebra theory and implementation/10. Projections and orthogonalization/4. Orthogonal and parallel vector components.mp4 49.7 MB
- Complete linear algebra theory and implementation/12. Eigendecomposition/9. Diagonalization.mp4 49.7 MB
- Complete linear algebra theory and implementation/1. Introductions/1. What is linear algebra.mp4 49.4 MB
- Complete linear algebra theory and implementation/11. Least-squares for model-fitting in statistics/5. Least-squares via row-reduction.mp4 49.2 MB
- Complete linear algebra theory and implementation/3. Introduction to matrices/4. A zoo of matrices.mp4 47.9 MB
- Complete linear algebra theory and implementation/14. Quadratic form and definiteness/6. Eigenvectors and the quadratic form surface.mp4 47.4 MB
- Complete linear algebra theory and implementation/2. Vectors/15. Hermitian transpose (a.k.a. conjugate transpose).mp4 47.1 MB
- Complete linear algebra theory and implementation/4. Matrix multiplications/7. Matrix-vector multiplication.mp4 46.4 MB
- Complete linear algebra theory and implementation/2. Vectors/24. Basis.mp4 46.0 MB
- Complete linear algebra theory and implementation/10. Projections and orthogonalization/2. Projections in R^2.mp4 46.0 MB
- Complete linear algebra theory and implementation/9. Matrix inverse/2. Matrix inverse Concept and applications.mp4 43.8 MB
- Complete linear algebra theory and implementation/8. Matrix determinant/2. Determinant concept and applications.mp4 43.5 MB
- Complete linear algebra theory and implementation/2. Vectors/5. Vector-vector multiplication the dot product.mp4 42.1 MB
- Complete linear algebra theory and implementation/5. Matrix rank/8. Rank of A^TA and AA^T.mp4 41.6 MB
- Complete linear algebra theory and implementation/12. Eigendecomposition/6. Code challenge eigenvalues of random matrices.mp4 41.6 MB
- Complete linear algebra theory and implementation/7. Solving systems of equations/8. Matrix spaces after row reduction.mp4 41.4 MB
- Complete linear algebra theory and implementation/7. Solving systems of equations/7. Code challenge RREF of matrices with different sizes and ranks.mp4 41.2 MB
- Complete linear algebra theory and implementation/2. Vectors/11. Code challenge dot product sign and scalar multiplication.mp4 39.9 MB
- Complete linear algebra theory and implementation/5. Matrix rank/11. Making a matrix full-rank by shifting.mp4 39.6 MB
- Complete linear algebra theory and implementation/4. Matrix multiplications/3. Four ways to think about matrix multiplication.mp4 39.6 MB
- Complete linear algebra theory and implementation/2. Vectors/18. Dimensions and fields in linear algebra.mp4 39.4 MB
- Complete linear algebra theory and implementation/13. Singular value decomposition/4. SVD and the four subspaces.mp4 39.3 MB
- Complete linear algebra theory and implementation/4. Matrix multiplications/17. Frobenius dot product.mp4 39.1 MB
- Complete linear algebra theory and implementation/9. Matrix inverse/6. Code challenge inverse of a diagonal matrix.mp4 39.0 MB
- Complete linear algebra theory and implementation/2. Vectors/17. Code challenge dot products with unit vectors.mp4 37.0 MB
- Complete linear algebra theory and implementation/11. Least-squares for model-fitting in statistics/4. Least-squares via orthogonal projection.mp4 36.4 MB
- Complete linear algebra theory and implementation/4. Matrix multiplications/15. Multiplication of two symmetric matrices.mp4 36.2 MB
- Complete linear algebra theory and implementation/4. Matrix multiplications/14. Code challenge symmetry of combined symmetric matrices.mp4 35.9 MB
- Complete linear algebra theory and implementation/2. Vectors/4. Vector-scalar multiplication.mp4 35.6 MB
- Complete linear algebra theory and implementation/4. Matrix multiplications/6. Order-of-operations on matrices.mp4 35.1 MB
- Complete linear algebra theory and implementation/2. Vectors/14. Vectors with complex numbers.mp4 33.4 MB
- Complete linear algebra theory and implementation/14. Quadratic form and definiteness/4. The normalized quadratic form.mp4 33.3 MB
- Complete linear algebra theory and implementation/14. Quadratic form and definiteness/10. Proof A^TA is always positive (semi)definite.mp4 32.9 MB
- Complete linear algebra theory and implementation/6. Matrix spaces/5. Columnleft-null and rownull spaces are orthogonal.mp4 32.5 MB
- Complete linear algebra theory and implementation/11. Least-squares for model-fitting in statistics/6. Model-predicted values and residuals.mp4 32.4 MB
- Complete linear algebra theory and implementation/1. Introductions/2. Linear algebra applications.mp4 32.1 MB
- Complete linear algebra theory and implementation/5. Matrix rank/9. Code challenge scalar multiplication and rank.mp4 31.8 MB
- Complete linear algebra theory and implementation/4. Matrix multiplications/2. Introduction to standard matrix multiplication.mp4 31.3 MB
- Complete linear algebra theory and implementation/3. Introduction to matrices/13. Code challenge linearity of trace.mp4 31.0 MB
- Complete linear algebra theory and implementation/2. Vectors/3. Vector addition and subtraction.mp4 30.9 MB
- Complete linear algebra theory and implementation/7. Solving systems of equations/3. Converting systems of equations to matrix equations.mp4 30.9 MB
- Complete linear algebra theory and implementation/2. Vectors/13. Outer product.mp4 30.9 MB
- Complete linear algebra theory and implementation/3. Introduction to matrices/2. Matrix terminology and dimensionality.mp4 29.9 MB
- Complete linear algebra theory and implementation/6. Matrix spaces/8. More on Ax=b and Ax=0.mp4 29.9 MB
- Complete linear algebra theory and implementation/3. Introduction to matrices/9. Transpose.mp4 29.0 MB
- Complete linear algebra theory and implementation/2. Vectors/12. Code challenge is the dot product commutative.mp4 28.9 MB
- Complete linear algebra theory and implementation/8. Matrix determinant/4. Determinant of a 2x2 matrix.mp4 28.8 MB
- Complete linear algebra theory and implementation/5. Matrix rank/10. Code challenge rank of multiplied and summed matrices.mp4 28.4 MB
- Complete linear algebra theory and implementation/6. Matrix spaces/6. Dimensions of columnrownull spaces.mp4 28.1 MB
- Complete linear algebra theory and implementation/9. Matrix inverse/3. Inverse of a 2x2 matrix.mp4 27.8 MB
- Complete linear algebra theory and implementation/7. Solving systems of equations/5. Echelon form and pivots.mp4 27.7 MB
- Complete linear algebra theory and implementation/2. Vectors/20. Subspaces vs. subsets.mp4 27.5 MB
- Complete linear algebra theory and implementation/12. Eigendecomposition/5. Code challenge eigenvalues of diagonal and triangular matrices.mp4 26.9 MB
- Complete linear algebra theory and implementation/4. Matrix multiplications/4. Code challenge matrix multiplication by layering.mp4 26.6 MB
- Complete linear algebra theory and implementation/5. Matrix rank/12. Code challenge is this vector in the span of this set.mp4 26.3 MB
- Complete linear algebra theory and implementation/8. Matrix determinant/3. Code challenge determinant of small and large singular matrices.mp4 26.2 MB
- Complete linear algebra theory and implementation/12. Eigendecomposition/15. Code challenge trace and determinant, eigenvalues sum and product.mp4 25.3 MB
- Complete linear algebra theory and implementation/2. Vectors/6. Vector length.mp4 24.4 MB
- Complete linear algebra theory and implementation/1. Introductions/4. Using Jupyter online for Python code (no installation necessary!).mp4 24.1 MB
- Complete linear algebra theory and implementation/1. Introductions/3. How best to learn from this course.mp4 23.6 MB
- Complete linear algebra theory and implementation/3. Introduction to matrices/12. Diagonal and trace.mp4 23.3 MB
- Complete linear algebra theory and implementation/2. Vectors/16. Interpreting and creating unit vectors.mp4 22.9 MB
- Complete linear algebra theory and implementation/4. Matrix multiplications/10. Additive and multiplicative matrix identities.mp4 21.8 MB
- Complete linear algebra theory and implementation/8. Matrix determinant/7. Find matrix values for a given determinant.mp4 21.6 MB
- Complete linear algebra theory and implementation/6. Matrix spaces/3. Row space of a matrix.mp4 20.2 MB
- Complete linear algebra theory and implementation/3. Introduction to matrices/6. Matrix addition and subtraction.mp4 20.2 MB
- Complete linear algebra theory and implementation/3. Introduction to matrices/8. Code challenge is matrix-scalar multiplication a linear operation.mp4 19.1 MB
- Complete linear algebra theory and implementation/1. Introductions/5. Leaving reviews, course coupons.mp4 18.7 MB
- Complete linear algebra theory and implementation/5. Matrix rank/7. Code challenge reduced-rank matrix via multiplication.mp4 18.2 MB
- Complete linear algebra theory and implementation/12. Eigendecomposition/14. Eigendecomposition of singular matrices.mp4 16.5 MB
- Complete linear algebra theory and implementation/4. Matrix multiplications/18. What about matrix division.mp4 15.3 MB
- Complete linear algebra theory and implementation/4. Matrix multiplications/16. Code challenge standard and Hadamard multiplication for diagonal matrices.mp4 14.9 MB
- Complete linear algebra theory and implementation/9. Matrix inverse/8. Proof the inverse is unique.mp4 14.7 MB
- Complete linear algebra theory and implementation/10. Projections and orthogonalization/8. Matrix inverse via QR decomposition.mp4 14.0 MB
- Complete linear algebra theory and implementation/9. Matrix inverse/10. Code challenge pseudoinverse of invertible matrices.mp4 14.0 MB
- Complete linear algebra theory and implementation/4. Matrix multiplications/5. Matrix multiplication with a diagonal matrix.mp4 13.7 MB
- Complete linear algebra theory and implementation/4. Matrix multiplications/12. Hadamard (element-wise) multiplication.mp4 9.1 MB
- Complete linear algebra theory and implementation/12. Eigendecomposition/4. Shortcut for eigenvalues of a 2x2 matrix.mp4 9.1 MB
- Complete linear algebra theory and implementation/3. Introduction to matrices/7. Matrix-scalar multiplication.mp4 8.4 MB
- Complete linear algebra theory and implementation/3. Introduction to matrices/10. Complex matrices.mp4 7.1 MB
Complete linear algebra theory and implementation/2. Vectors/1.1 linalg_vectors.zip.zip 353.1 kB- Complete linear algebra theory and implementation/13. Singular value decomposition/1.1 linalg_svd.zip.zip 338.9 kB
- Complete linear algebra theory and implementation/11. Least-squares for model-fitting in statistics/1.1 linalg_leastsquares.zip.zip 322.9 kB
- Complete linear algebra theory and implementation/12. Eigendecomposition/1.1 linalg_eig.zip.zip 309.8 kB
- Complete linear algebra theory and implementation/10. Projections and orthogonalization/1.1 linalg_projorth.zip.zip 295.2 kB
- Complete linear algebra theory and implementation/14. Quadratic form and definiteness/1.1 linalg_quadformDefinite.zip.zip 270.8 kB
- Complete linear algebra theory and implementation/9. Matrix inverse/1.1 linalg_inverse.zip.zip 231.2 kB
- Complete linear algebra theory and implementation/4. Matrix multiplications/1.1 linalg_matrixMult.zip.zip 219.3 kB
- Complete linear algebra theory and implementation/7. Solving systems of equations/1.1 linalg_systems.zip.zip 216.3 kB
- Complete linear algebra theory and implementation/6. Matrix spaces/1.1 linalg_matrixSpaces.zip.zip 215.7 kB
- Complete linear algebra theory and implementation/5. Matrix rank/1.1 linalg_matrixRank.zip.zip 184.0 kB
- Complete linear algebra theory and implementation/3. Introduction to matrices/1.1 linalg_matrices.zip.zip 170.2 kB
Complete linear algebra theory and implementation/8. Matrix determinant/1.1 linalg_matrixDet.pdf.pdf 141.6 kB
Complete linear algebra theory and implementation/11. Least-squares for model-fitting in statistics/8. Least-squares application 2.vtt 20.7 kB- Complete linear algebra theory and implementation/9. Matrix inverse/5. Computing the inverse via row reduction.vtt 19.4 kB
- Complete linear algebra theory and implementation/14. Quadratic form and definiteness/7. Application of the normalized quadratic form PCA.vtt 18.4 kB
- Complete linear algebra theory and implementation/12. Eigendecomposition/10. Matrix powers via diagonalization.vtt 17.8 kB
- Complete linear algebra theory and implementation/6. Matrix spaces/2. Column space of a matrix.vtt 17.8 kB
- Complete linear algebra theory and implementation/2. Vectors/23. Linear independence.vtt 17.7 kB
- Complete linear algebra theory and implementation/10. Projections and orthogonalization/7. Gram-Schmidt and QR decomposition.vtt 17.6 kB
- Complete linear algebra theory and implementation/12. Eigendecomposition/3. Finding eigenvalues.vtt 17.3 kB
- Complete linear algebra theory and implementation/2. Vectors/19. Subspaces.vtt 16.8 kB
- Complete linear algebra theory and implementation/7. Solving systems of equations/2. Systems of equations algebra and geometry.vtt 16.5 kB
- Complete linear algebra theory and implementation/12. Eigendecomposition/13. Eigendecomposition of symmetric matrices.vtt 16.2 kB
- Complete linear algebra theory and implementation/2. Vectors/8. Dot product geometry sign and orthogonality.vtt 15.9 kB
- Complete linear algebra theory and implementation/10. Projections and orthogonalization/3. Projections in R^N.vtt 15.9 kB
- Complete linear algebra theory and implementation/7. Solving systems of equations/6. Reduced row echelon form.vtt 15.5 kB
- Complete linear algebra theory and implementation/12. Eigendecomposition/2. What are eigenvalues and eigenvectors.vtt 15.4 kB
- Complete linear algebra theory and implementation/10. Projections and orthogonalization/6. Orthogonal matrices.vtt 15.3 kB
- Complete linear algebra theory and implementation/9. Matrix inverse/7. Left inverse and right inverse.vtt 15.2 kB
- Complete linear algebra theory and implementation/6. Matrix spaces/4. Null space and left null space of a matrix.vtt 15.1 kB
- Complete linear algebra theory and implementation/4. Matrix multiplications/9. 2D transformation matrices.vtt 14.9 kB
- Complete linear algebra theory and implementation/11. Least-squares for model-fitting in statistics/2. Introduction to least-squares.vtt 14.9 kB
- Complete linear algebra theory and implementation/5. Matrix rank/4. Computing rank theory and practice.vtt 14.5 kB
- Complete linear algebra theory and implementation/8. Matrix determinant/6. Code challenge determinant of shifted matrices.vtt 14.2 kB
- Complete linear algebra theory and implementation/13. Singular value decomposition/2. Singular value decomposition (SVD).vtt 14.0 kB
- Complete linear algebra theory and implementation/13. Singular value decomposition/3. Code challenge SVD vs. eigendecomposition for square symmetric matrices.vtt 13.9 kB
- Complete linear algebra theory and implementation/7. Solving systems of equations/4. Gaussian elimination.vtt 13.8 kB
- Complete linear algebra theory and implementation/13. Singular value decomposition/5. Spectral theory of matrices.vtt 13.7 kB
- Complete linear algebra theory and implementation/12. Eigendecomposition/7. Finding eigenvectors.vtt 13.6 kB
- Complete linear algebra theory and implementation/11. Least-squares for model-fitting in statistics/7. Least-squares application 1.vtt 13.5 kB
- Complete linear algebra theory and implementation/9. Matrix inverse/2. Matrix inverse Concept and applications.vtt 13.4 kB
- Complete linear algebra theory and implementation/14. Quadratic form and definiteness/2. The quadratic form in algebra.vtt 13.3 kB
- Complete linear algebra theory and implementation/12. Eigendecomposition/12. Eigenvectors of repeated eigenvalues.vtt 13.2 kB
- Complete linear algebra theory and implementation/14. Quadratic form and definiteness/3. The quadratic form in geometry.vtt 13.2 kB
- Complete linear algebra theory and implementation/13. Singular value decomposition/10. Code challenge Create matrix with desired condition number.vtt 13.1 kB
- Complete linear algebra theory and implementation/4. Matrix multiplications/11. Additive and multiplicative symmetric matrices.vtt 13.1 kB
- Complete linear algebra theory and implementation/13. Singular value decomposition/7. Convert singular values to percent variance.vtt 13.0 kB
- Complete linear algebra theory and implementation/5. Matrix rank/5. Rank of added and multiplied matrices.vtt 12.9 kB
- Complete linear algebra theory and implementation/8. Matrix determinant/5. Determinant of a 3x3 matrix.vtt 12.9 kB
- Complete linear algebra theory and implementation/10. Projections and orthogonalization/4. Orthogonal and parallel vector components.vtt 12.8 kB
- Complete linear algebra theory and implementation/9. Matrix inverse/4. The MCA algorithm to compute the inverse.vtt 12.8 kB
- Complete linear algebra theory and implementation/12. Eigendecomposition/8. Eigendecomposition by hand two examples.vtt 12.6 kB
- Complete linear algebra theory and implementation/2. Vectors/2. Algebraic and geometric interpretations of vectors.vtt 12.6 kB
- Complete linear algebra theory and implementation/14. Quadratic form and definiteness/5. Code challenge Visualize the normalized quadratic form.vtt 12.3 kB
- Complete linear algebra theory and implementation/2. Vectors/21. Span.vtt 12.2 kB
- Complete linear algebra theory and implementation/12. Eigendecomposition/16. Generalized eigendecomposition.vtt 12.0 kB
- Complete linear algebra theory and implementation/11. Least-squares for model-fitting in statistics/5. Least-squares via row-reduction.vtt 11.9 kB
- Complete linear algebra theory and implementation/6. Matrix spaces/7. Example of the four subspaces.vtt 11.9 kB
- Complete linear algebra theory and implementation/5. Matrix rank/2. Rank concepts, terms, and applications.vtt 11.7 kB
- Complete linear algebra theory and implementation/13. Singular value decomposition/6. SVD for low-rank approximations.vtt 11.7 kB
- Complete linear algebra theory and implementation/11. Least-squares for model-fitting in statistics/3. Least-squares via left inverse.vtt 11.5 kB
- Complete linear algebra theory and implementation/4. Matrix multiplications/3. Four ways to think about matrix multiplication.vtt 11.4 kB
- Complete linear algebra theory and implementation/12. Eigendecomposition/9. Diagonalization.vtt 11.2 kB
- Complete linear algebra theory and implementation/14. Quadratic form and definiteness/8. Quadratic form of generalized eigendecomposition.vtt 11.2 kB
- Complete linear algebra theory and implementation/2. Vectors/15. Hermitian transpose (a.k.a. conjugate transpose).vtt 11.2 kB
- Complete linear algebra theory and implementation/2. Vectors/24. Basis.vtt 11.2 kB
- Complete linear algebra theory and implementation/10. Projections and orthogonalization/2. Projections in R^2.vtt 11.0 kB
- Complete linear algebra theory and implementation/3. Introduction to matrices/4. A zoo of matrices.vtt 10.9 kB
- Complete linear algebra theory and implementation/2. Vectors/11. Code challenge dot product sign and scalar multiplication.vtt 10.7 kB
- Complete linear algebra theory and implementation/13. Singular value decomposition/8. SVD, matrix inverse, and pseudoinverse.vtt 10.6 kB
- Complete linear algebra theory and implementation/5. Matrix rank/8. Rank of A^TA and AA^T.vtt 10.4 kB
- Complete linear algebra theory and implementation/2. Vectors/5. Vector-vector multiplication the dot product.vtt 10.4 kB
- Complete linear algebra theory and implementation/4. Matrix multiplications/7. Matrix-vector multiplication.vtt 10.4 kB
- Complete linear algebra theory and implementation/9. Matrix inverse/6. Code challenge inverse of a diagonal matrix.vtt 10.0 kB
- Complete linear algebra theory and implementation/2. Vectors/17. Code challenge dot products with unit vectors.vtt 9.8 kB
- Complete linear algebra theory and implementation/12. Eigendecomposition/11. Eigenvectors of distinct eigenvalues.vtt 9.7 kB
- Complete linear algebra theory and implementation/4. Matrix multiplications/14. Code challenge symmetry of combined symmetric matrices.vtt 9.5 kB
- Complete linear algebra theory and implementation/7. Solving systems of equations/7. Code challenge RREF of matrices with different sizes and ranks.vtt 9.5 kB
- Complete linear algebra theory and implementation/13. Singular value decomposition/9. Condition number of a matrix.vtt 9.4 kB
- Complete linear algebra theory and implementation/2. Vectors/14. Vectors with complex numbers.vtt 9.3 kB
- Complete linear algebra theory and implementation/10. Projections and orthogonalization/5. Code challenge decompose vector to orthogonal components.vtt 9.3 kB
- Complete linear algebra theory and implementation/2. Vectors/18. Dimensions and fields in linear algebra.vtt 9.1 kB
- Complete linear algebra theory and implementation/14. Quadratic form and definiteness/9. Matrix definiteness, geometry, and eigenvalues.vtt 9.1 kB
- Complete linear algebra theory and implementation/4. Matrix multiplications/17. Frobenius dot product.vtt 9.1 kB
- Complete linear algebra theory and implementation/9. Matrix inverse/9. Pseudo-inverse, part 1.vtt 8.9 kB
- Complete linear algebra theory and implementation/11. Least-squares for model-fitting in statistics/4. Least-squares via orthogonal projection.vtt 8.8 kB
- Complete linear algebra theory and implementation/7. Solving systems of equations/8. Matrix spaces after row reduction.vtt 8.8 kB
- Complete linear algebra theory and implementation/2. Vectors/4. Vector-scalar multiplication.vtt 8.7 kB
- Complete linear algebra theory and implementation/7. Solving systems of equations/5. Echelon form and pivots.vtt 8.6 kB
- Complete linear algebra theory and implementation/3. Introduction to matrices/2. Matrix terminology and dimensionality.vtt 8.6 kB
- Complete linear algebra theory and implementation/5. Matrix rank/11. Making a matrix full-rank by shifting.vtt 8.5 kB
- Complete linear algebra theory and implementation/13. Singular value decomposition/4. SVD and the four subspaces.vtt 8.4 kB
- Complete linear algebra theory and implementation/10. Projections and orthogonalization/9. Code challenge Inverse via QR.vtt 8.3 kB
- Complete linear algebra theory and implementation/4. Matrix multiplications/15. Multiplication of two symmetric matrices.vtt 8.3 kB
- Complete linear algebra theory and implementation/4. Matrix multiplications/6. Order-of-operations on matrices.vtt 8.3 kB
- Complete linear algebra theory and implementation/2. Vectors/12. Code challenge is the dot product commutative.vtt 8.3 kB
- Complete linear algebra theory and implementation/8. Matrix determinant/4. Determinant of a 2x2 matrix.vtt 8.1 kB
- Complete linear algebra theory and implementation/4. Matrix multiplications/2. Introduction to standard matrix multiplication.vtt 8.0 kB
- Complete linear algebra theory and implementation/8. Matrix determinant/2. Determinant concept and applications.vtt 8.0 kB
- Complete linear algebra theory and implementation/1. Introductions/1. What is linear algebra.vtt 8.0 kB
- Complete linear algebra theory and implementation/5. Matrix rank/10. Code challenge rank of multiplied and summed matrices.vtt 7.9 kB
- Complete linear algebra theory and implementation/6. Matrix spaces/8. More on Ax=b and Ax=0.vtt 7.8 kB
- Complete linear algebra theory and implementation/2. Vectors/3. Vector addition and subtraction.vtt 7.8 kB
- Complete linear algebra theory and implementation/5. Matrix rank/9. Code challenge scalar multiplication and rank.vtt 7.7 kB
- Complete linear algebra theory and implementation/6. Matrix spaces/5. Columnleft-null and rownull spaces are orthogonal.vtt 7.5 kB
- Complete linear algebra theory and implementation/11. Least-squares for model-fitting in statistics/6. Model-predicted values and residuals.vtt 7.5 kB
- Complete linear algebra theory and implementation/2. Vectors/13. Outer product.vtt 7.3 kB
- Complete linear algebra theory and implementation/3. Introduction to matrices/9. Transpose.vtt 7.3 kB
- Complete linear algebra theory and implementation/12. Eigendecomposition/6. Code challenge eigenvalues of random matrices.vtt 7.3 kB
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