| Udemy - Master linear algebra theory and implementation in code (3.2025)/01. Introductions/1. What is linear algebra.mp4 |
12 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/01. Introductions/1. What is linear algebra.vtt |
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| Udemy - Master linear algebra theory and implementation in code (3.2025)/01. Introductions/2. Linear algebra applications.mp4 |
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| Udemy - Master linear algebra theory and implementation in code (3.2025)/01. Introductions/2. Linear algebra applications.vtt |
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| Udemy - Master linear algebra theory and implementation in code (3.2025)/01. Introductions/3. An enticing start to a linear algebra course!.mp4 |
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| Udemy - Master linear algebra theory and implementation in code (3.2025)/01. Introductions/3. An enticing start to a linear algebra course!.vtt |
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| Udemy - Master linear algebra theory and implementation in code (3.2025)/01. Introductions/3. picSVD.zip |
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| Udemy - Master linear algebra theory and implementation in code (3.2025)/01. Introductions/4. How best to learn from this course.mp4 |
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| Udemy - Master linear algebra theory and implementation in code (3.2025)/01. Introductions/4. How best to learn from this course.vtt |
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| Udemy - Master linear algebra theory and implementation in code (3.2025)/01. Introductions/5. Maximizing your Udemy experience.mp4 |
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| Udemy - Master linear algebra theory and implementation in code (3.2025)/01. Introductions/5. Maximizing your Udemy experience.vtt |
11 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/02. Get the course materials/1. How to download and use course materials.mp4 |
33.6 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/02. Get the course materials/1. How to download and use course materials.vtt |
11 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/02. Get the course materials/1. LinearAlgebra_courseMaterials.zip |
2.2 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/02. Get the course materials/1. Link-to-github-site.txt |
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| Udemy - Master linear algebra theory and implementation in code (3.2025)/03. Vectors/1. Algebraic and geometric interpretations of vectors.mp4 |
66.9 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/03. Vectors/1. Algebraic and geometric interpretations of vectors.vtt |
16 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/03. Vectors/10.2 Vector length in Python.html |
17 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/03. Vectors/11. Dot product geometry sign and orthogonality.mp4 |
73.2 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/03. Vectors/11. Dot product geometry sign and orthogonality.vtt |
29 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/03. Vectors/12.3 Vector orthogonality.html |
16 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/03. Vectors/13. Code challenge Cauchy-Schwarz inequality.mp4 |
54.7 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/03. Vectors/13. Code challenge Cauchy-Schwarz inequality.vtt |
21 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/03. Vectors/14.4 Relative vector angles.html |
17 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/03. Vectors/15. Code challenge dot product sign and scalar multiplication.mp4 |
37.5 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/03. Vectors/15. Code challenge dot product sign and scalar multiplication.vtt |
15 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/03. Vectors/16. Vector Hadamard multiplication.mp4 |
10.8 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/03. Vectors/16. Vector Hadamard multiplication.vtt |
5 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/03. Vectors/17. Outer product.mp4 |
30.7 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/03. Vectors/17. Outer product.vtt |
13 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/03. Vectors/18. Vector cross product.mp4 |
65.7 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/03. Vectors/18. Vector cross product.vtt |
11 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/03. Vectors/19. Vectors with complex numbers.mp4 |
17.5 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/03. Vectors/19. Vectors with complex numbers.vtt |
9 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/03. Vectors/2. Vector addition and subtraction.mp4 |
44.9 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/03. Vectors/2. Vector addition and subtraction.vtt |
10 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/03. Vectors/20. Hermitian transpose (a.k.a. conjugate transpose).mp4 |
56.8 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/03. Vectors/20. Hermitian transpose (a.k.a. conjugate transpose).vtt |
20 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/03. Vectors/21. Interpreting and creating unit vectors.mp4 |
39.4 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/03. Vectors/21. Interpreting and creating unit vectors.vtt |
9 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/03. Vectors/22. Code challenge dot products with unit vectors.mp4 |
48.2 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/03. Vectors/22. Code challenge dot products with unit vectors.vtt |
16 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/03. Vectors/23. Dimensions and fields in linear algebra.mp4 |
35.4 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/03. Vectors/23. Dimensions and fields in linear algebra.vtt |
9 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/03. Vectors/24. Subspaces.mp4 |
37.3 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/03. Vectors/24. Subspaces.vtt |
17 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/03. Vectors/25. Subspaces vs. subsets.mp4 |
15.1 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/03. Vectors/25. Subspaces vs. subsets.vtt |
6 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/03. Vectors/26. Span.mp4 |
54.1 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/03. Vectors/26. Span.vtt |
16 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/03. Vectors/27.5 In the span.html |
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| Udemy - Master linear algebra theory and implementation in code (3.2025)/03. Vectors/28. Linear independence.mp4 |
50.8 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/03. Vectors/28. Linear independence.vtt |
18 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/03. Vectors/29. Basis.mp4 |
36.5 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/03. Vectors/29. Basis.vtt |
13 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/03. Vectors/3. Vector-scalar multiplication.mp4 |
48.6 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/03. Vectors/3. Vector-scalar multiplication.vtt |
11 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/03. Vectors/4. Vector-vector multiplication the dot product.mp4 |
56.1 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/03. Vectors/4. Vector-vector multiplication the dot product.vtt |
13 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/03. Vectors/5. Dot product properties associative, distributive, commutative.mp4 |
66.3 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/03. Vectors/5. Dot product properties associative, distributive, commutative.vtt |
23 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/03. Vectors/6. Code challenge dot products with matrix columns.mp4 |
28.2 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/03. Vectors/6. Code challenge dot products with matrix columns.vtt |
10 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/03. Vectors/7. Code challenge is the dot product commutative.mp4 |
42.5 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/03. Vectors/7. Code challenge is the dot product commutative.vtt |
11 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/03. Vectors/8. Vector length.mp4 |
18.3 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/03. Vectors/8. Vector length.vtt |
8 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/03. Vectors/9.1 Vector length in MATLAB.html |
17 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/04. Introduction to matrices/1. Matrix terminology and dimensionality.mp4 |
17 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/04. Introduction to matrices/1. Matrix terminology and dimensionality.vtt |
9 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/04. Introduction to matrices/10.8 Addition, equality, and transpose.html |
16 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/04. Introduction to matrices/11. Diagonal and trace.mp4 |
37 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/04. Introduction to matrices/11. Diagonal and trace.vtt |
11 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/04. Introduction to matrices/12. Code challenge linearity of trace.mp4 |
47.3 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/04. Introduction to matrices/12. Code challenge linearity of trace.vtt |
12 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/04. Introduction to matrices/13. Broadcasting matrix arithmetic.mp4 |
78.7 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/04. Introduction to matrices/13. Broadcasting matrix arithmetic.vtt |
18 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/04. Introduction to matrices/2.6 Matrix sizes and dimensionality.html |
16 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/04. Introduction to matrices/3. A zoo of matrices.mp4 |
105.1 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/04. Introduction to matrices/3. A zoo of matrices.vtt |
21 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/04. Introduction to matrices/4.7 Can the matrices be concatenated.html |
17 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/04. Introduction to matrices/5. Matrix addition and subtraction.mp4 |
30.3 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/04. Introduction to matrices/5. Matrix addition and subtraction.vtt |
10 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/04. Introduction to matrices/6. Matrix-scalar multiplication.mp4 |
8.3 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/04. Introduction to matrices/6. Matrix-scalar multiplication.vtt |
3 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/04. Introduction to matrices/7. Code challenge is matrix-scalar multiplication a linear operation.mp4 |
23.4 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/04. Introduction to matrices/7. Code challenge is matrix-scalar multiplication a linear operation.vtt |
9 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/04. Introduction to matrices/8. Transpose.mp4 |
43.9 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/04. Introduction to matrices/8. Transpose.vtt |
13 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/04. Introduction to matrices/9. Complex matrices.mp4 |
3.5 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/04. Introduction to matrices/9. Complex matrices.vtt |
2 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/05. Matrix multiplications/1. Introduction to standard matrix multiplication.mp4 |
28.6 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/05. Matrix multiplications/1. Introduction to standard matrix multiplication.vtt |
12 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/05. Matrix multiplications/10. Code challenge Geometric transformations via matrix multiplications.mp4 |
75.7 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/05. Matrix multiplications/10. Code challenge Geometric transformations via matrix multiplications.vtt |
19 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/05. Matrix multiplications/11. Additive and multiplicative matrix identities.mp4 |
19.6 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/05. Matrix multiplications/11. Additive and multiplicative matrix identities.vtt |
8 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/05. Matrix multiplications/12. Additive and multiplicative symmetric matrices.mp4 |
76.5 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/05. Matrix multiplications/12. Additive and multiplicative symmetric matrices.vtt |
19 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/05. Matrix multiplications/13. Hadamard (element-wise) multiplication.mp4 |
15.8 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/05. Matrix multiplications/13. Hadamard (element-wise) multiplication.vtt |
6 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/05. Matrix multiplications/14.10 Matrix operation equality.html |
17 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/05. Matrix multiplications/15. Code challenge symmetry of combined symmetric matrices.mp4 |
31.8 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/05. Matrix multiplications/15. Code challenge symmetry of combined symmetric matrices.vtt |
14 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/05. Matrix multiplications/16. Multiplication of two symmetric matrices.mp4 |
48.8 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/05. Matrix multiplications/16. Multiplication of two symmetric matrices.vtt |
16 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/05. Matrix multiplications/17. Code challenge standard and Hadamard multiplication for diagonal matrices.mp4 |
21.8 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/05. Matrix multiplications/17. Code challenge standard and Hadamard multiplication for diagonal matrices.vtt |
8 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/05. Matrix multiplications/18. Code challenge Fourier transform via matrix multiplication!.mp4 |
56.7 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/05. Matrix multiplications/18. Code challenge Fourier transform via matrix multiplication!.vtt |
14 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/05. Matrix multiplications/19. Frobenius dot product.mp4 |
44.9 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/05. Matrix multiplications/19. Frobenius dot product.vtt |
14 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/05. Matrix multiplications/2. Four ways to think about matrix multiplication.mp4 |
26.2 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/05. Matrix multiplications/2. Four ways to think about matrix multiplication.vtt |
13 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/05. Matrix multiplications/2. matrixMult_4ways.png |
219 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/05. Matrix multiplications/20. Matrix norms.mp4 |
68.7 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/05. Matrix multiplications/20. Matrix norms.vtt |
23 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/05. Matrix multiplications/21. Code challenge conditions for self-adjoint.mp4 |
34.8 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/05. Matrix multiplications/21. Code challenge conditions for self-adjoint.vtt |
16 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/05. Matrix multiplications/22. Code challenge The matrix asymmetry index.mp4 |
180 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/05. Matrix multiplications/22. Code challenge The matrix asymmetry index.vtt |
35 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/05. Matrix multiplications/23. What about matrix division.mp4 |
7.4 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/05. Matrix multiplications/23. What about matrix division.vtt |
5 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/05. Matrix multiplications/3. Code challenge matrix multiplication by layering.mp4 |
32.4 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/05. Matrix multiplications/3. Code challenge matrix multiplication by layering.vtt |
12 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/05. Matrix multiplications/4. Matrix multiplication with a diagonal matrix.mp4 |
9.6 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/05. Matrix multiplications/4. Matrix multiplication with a diagonal matrix.vtt |
4 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/05. Matrix multiplications/5. Order-of-operations on matrices.mp4 |
34.3 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/05. Matrix multiplications/5. Order-of-operations on matrices.vtt |
10 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/05. Matrix multiplications/6. Matrix-vector multiplication.mp4 |
86.1 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/05. Matrix multiplications/6. Matrix-vector multiplication.vtt |
20 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/05. Matrix multiplications/7.9 Find the missing value!.html |
16 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/05. Matrix multiplications/8. 2D transformation matrices.mp4 |
63 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/05. Matrix multiplications/8. 2D transformation matrices.vtt |
20 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/05. Matrix multiplications/9. Code challenge Pure and impure rotation matrices.mp4 |
56.2 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/05. Matrix multiplications/9. Code challenge Pure and impure rotation matrices.vtt |
15 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/06. Matrix rank/1. Rank concepts, terms, and applications.mp4 |
29.6 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/06. Matrix rank/1. Rank concepts, terms, and applications.vtt |
12 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/06. Matrix rank/10. Making a matrix full-rank by shifting.mp4 |
61.6 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/06. Matrix rank/10. Making a matrix full-rank by shifting.vtt |
17 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/06. Matrix rank/11. Code challenge is this vector in the span of this set.mp4 |
43.9 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/06. Matrix rank/11. Code challenge is this vector in the span of this set.vtt |
14 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/06. Matrix rank/12. Course tangent self-accountability in online learning.mp4 |
17.8 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/06. Matrix rank/12. Course tangent self-accountability in online learning.vtt |
4 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/06. Matrix rank/2.11 Maximum possible rank..html |
17 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/06. Matrix rank/3. Computing rank theory and practice.mp4 |
103.5 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/06. Matrix rank/3. Computing rank theory and practice.vtt |
27 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/06. Matrix rank/4. Rank of added and multiplied matrices.mp4 |
30.9 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/06. Matrix rank/4. Rank of added and multiplied matrices.vtt |
13 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/06. Matrix rank/5.12 What's the maximum possible rank.html |
17 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/06. Matrix rank/6. Code challenge reduced-rank matrix via multiplication.mp4 |
57.6 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/06. Matrix rank/6. Code challenge reduced-rank matrix via multiplication.vtt |
12 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/06. Matrix rank/7. Code challenge scalar multiplication and rank.mp4 |
32.9 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/06. Matrix rank/7. Code challenge scalar multiplication and rank.vtt |
15 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/06. Matrix rank/8. Rank of A^TA and AA^T.mp4 |
27.5 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/06. Matrix rank/8. Rank of A^TA and AA^T.vtt |
12 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/06. Matrix rank/9. Code challenge rank of multiplied and summed matrices.mp4 |
17.1 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/06. Matrix rank/9. Code challenge rank of multiplied and summed matrices.vtt |
8 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/07. Matrix spaces/1. Column space of a matrix.mp4 |
29.4 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/07. Matrix spaces/1. Column space of a matrix.vtt |
14 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/07. Matrix spaces/2. Column space, visualized in code.mp4 |
31.4 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/07. Matrix spaces/2. Column space, visualized in code.vtt |
8 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/07. Matrix spaces/3. Row space of a matrix.mp4 |
23.9 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/07. Matrix spaces/3. Row space of a matrix.vtt |
5 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/07. Matrix spaces/4. Null space and left null space of a matrix.mp4 |
32.4 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/07. Matrix spaces/4. Null space and left null space of a matrix.vtt |
16 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/07. Matrix spaces/5. Columnleft-null and rownull spaces are orthogonal.mp4 |
25.3 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/07. Matrix spaces/5. Columnleft-null and rownull spaces are orthogonal.vtt |
12 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/07. Matrix spaces/6. Dimensions of columnrownull spaces.mp4 |
20.2 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/07. Matrix spaces/6. Dimensions of columnrownull spaces.vtt |
9 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/07. Matrix spaces/7. Example of the four subspaces.mp4 |
25.5 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/07. Matrix spaces/7. Example of the four subspaces.vtt |
13 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/07. Matrix spaces/8. More on Ax=b and Ax=0.mp4 |
18.6 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/07. Matrix spaces/8. More on Ax=b and Ax=0.vtt |
8 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/08. Solving systems of equations/1. Systems of equations algebra and geometry.mp4 |
86.8 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/08. Solving systems of equations/1. Systems of equations algebra and geometry.vtt |
24 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/08. Solving systems of equations/2. Converting systems of equations to matrix equations.mp4 |
10.9 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/08. Solving systems of equations/2. Converting systems of equations to matrix equations.vtt |
5 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/08. Solving systems of equations/3. Gaussian elimination.mp4 |
33 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/08. Solving systems of equations/3. Gaussian elimination.vtt |
18 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/08. Solving systems of equations/4. Echelon form and pivots.mp4 |
17.6 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/08. Solving systems of equations/4. Echelon form and pivots.vtt |
8 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/08. Solving systems of equations/5. Reduced row echelon form.mp4 |
86.1 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/08. Solving systems of equations/5. Reduced row echelon form.vtt |
23 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/08. Solving systems of equations/6. Code challenge RREF of matrices with different sizes and ranks.mp4 |
39.2 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/08. Solving systems of equations/6. Code challenge RREF of matrices with different sizes and ranks.vtt |
16 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/08. Solving systems of equations/7. Matrix spaces after row reduction.mp4 |
23.7 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/08. Solving systems of equations/7. Matrix spaces after row reduction.vtt |
11 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/09. Matrix determinant/1. Determinant concept and applications.mp4 |
17.6 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/09. Matrix determinant/1. Determinant concept and applications.vtt |
7 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/09. Matrix determinant/2. Determinant of a 2x2 matrix.mp4 |
16.4 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/09. Matrix determinant/2. Determinant of a 2x2 matrix.vtt |
8 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/09. Matrix determinant/3. Code challenge determinant of small and large singular matrices.mp4 |
63.7 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/09. Matrix determinant/3. Code challenge determinant of small and large singular matrices.vtt |
13 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/09. Matrix determinant/4. Determinant of a 3x3 matrix.mp4 |
33 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/09. Matrix determinant/4. Determinant of a 3x3 matrix.vtt |
15 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/09. Matrix determinant/5. Code challenge large matrices with row exchanges.mp4 |
19.2 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/09. Matrix determinant/5. Code challenge large matrices with row exchanges.vtt |
8 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/09. Matrix determinant/6. Find matrix values for a given determinant.mp4 |
11.2 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/09. Matrix determinant/6. Find matrix values for a given determinant.vtt |
6 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/09. Matrix determinant/7. Code challenge determinant of shifted matrices.mp4 |
73.8 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/09. Matrix determinant/7. Code challenge determinant of shifted matrices.vtt |
22 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/09. Matrix determinant/8. Code challenge determinant of matrix product.mp4 |
58.9 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/09. Matrix determinant/8. Code challenge determinant of matrix product.vtt |
14 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/10. Matrix inverse/1. Matrix inverse Concept and applications.mp4 |
51.6 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/10. Matrix inverse/1. Matrix inverse Concept and applications.vtt |
14 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/10. Matrix inverse/10. Proof the inverse is unique.mp4 |
9.6 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/10. Matrix inverse/10. Proof the inverse is unique.vtt |
3 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/10. Matrix inverse/11. Pseudo-inverse, part 1.mp4 |
81.2 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/10. Matrix inverse/11. Pseudo-inverse, part 1.vtt |
14 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/10. Matrix inverse/12. Code challenge pseudoinverse of invertible matrices.mp4 |
30.7 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/10. Matrix inverse/12. Code challenge pseudoinverse of invertible matrices.vtt |
7 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/10. Matrix inverse/13. Why should you avoid the inverse.html |
424 B |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/10. Matrix inverse/2. Computing the inverse in code.mp4 |
27.8 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/10. Matrix inverse/2. Computing the inverse in code.vtt |
8 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/10. Matrix inverse/3. Inverse of a 2x2 matrix.mp4 |
20.2 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/10. Matrix inverse/3. Inverse of a 2x2 matrix.vtt |
9 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/10. Matrix inverse/4. The MCA algorithm to compute the inverse.mp4 |
57.5 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/10. Matrix inverse/4. The MCA algorithm to compute the inverse.vtt |
16 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/10. Matrix inverse/5. Code challenge Implement the MCA algorithm!!.mp4 |
99.4 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/10. Matrix inverse/5. Code challenge Implement the MCA algorithm!!.vtt |
22 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/10. Matrix inverse/6. Computing the inverse via row reduction.mp4 |
64.6 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/10. Matrix inverse/6. Computing the inverse via row reduction.vtt |
19 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/10. Matrix inverse/7. Code challenge inverse of a diagonal matrix.mp4 |
34.8 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/10. Matrix inverse/7. Code challenge inverse of a diagonal matrix.vtt |
13 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/10. Matrix inverse/8. Left inverse and right inverse.mp4 |
22.3 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/10. Matrix inverse/8. Left inverse and right inverse.vtt |
11 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/10. Matrix inverse/9. One-sided inverses in code.mp4 |
63.9 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/10. Matrix inverse/9. One-sided inverses in code.vtt |
16 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/11. Projections and orthogonalization/1. Projections in R^2.mp4 |
45.8 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/11. Projections and orthogonalization/1. Projections in R^2.vtt |
12 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/11. Projections and orthogonalization/10. Code challenge Inverse via QR.mp4 |
125.4 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/11. Projections and orthogonalization/10. Code challenge Inverse via QR.vtt |
17 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/11. Projections and orthogonalization/11. Code challenge Prove and demonstrate the Sherman-Morrison inverse.mp4 |
61.6 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/11. Projections and orthogonalization/11. Code challenge Prove and demonstrate the Sherman-Morrison inverse.vtt |
22 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/11. Projections and orthogonalization/12. Code challenge A^TA = R^TR.mp4 |
20.7 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/11. Projections and orthogonalization/12. Code challenge A^TA = R^TR.vtt |
7 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/11. Projections and orthogonalization/2. Projections in R^N.mp4 |
64.6 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/11. Projections and orthogonalization/2. Projections in R^N.vtt |
18 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/11. Projections and orthogonalization/3. Orthogonal and parallel vector components.mp4 |
51.1 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/11. Projections and orthogonalization/3. Orthogonal and parallel vector components.vtt |
14 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/11. Projections and orthogonalization/4. Code challenge decompose vector to orthogonal components.mp4 |
67.6 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/11. Projections and orthogonalization/4. Code challenge decompose vector to orthogonal components.vtt |
20 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/11. Projections and orthogonalization/5. Orthogonal matrices.mp4 |
23 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/11. Projections and orthogonalization/5. Orthogonal matrices.vtt |
13 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/11. Projections and orthogonalization/6. Gram-Schmidt procedure.mp4 |
26.7 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/11. Projections and orthogonalization/6. Gram-Schmidt procedure.vtt |
15 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/11. Projections and orthogonalization/7. QR decomposition.mp4 |
81.3 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/11. Projections and orthogonalization/7. QR decomposition.vtt |
24 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/11. Projections and orthogonalization/8. Code challenge Gram-Schmidt algorithm.mp4 |
91.6 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/11. Projections and orthogonalization/8. Code challenge Gram-Schmidt algorithm.vtt |
26 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/11. Projections and orthogonalization/9. Matrix inverse via QR decomposition.mp4 |
3.7 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/11. Projections and orthogonalization/9. Matrix inverse via QR decomposition.vtt |
2 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/12. Least-squares for model-fitting in statistics/1. Introduction to least-squares.mp4 |
40.1 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/12. Least-squares for model-fitting in statistics/1. Introduction to least-squares.vtt |
15 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/12. Least-squares for model-fitting in statistics/2. Least-squares via left inverse.mp4 |
23.2 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/12. Least-squares for model-fitting in statistics/2. Least-squares via left inverse.vtt |
11 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/12. Least-squares for model-fitting in statistics/3. Least-squares via orthogonal projection.mp4 |
22 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/12. Least-squares for model-fitting in statistics/3. Least-squares via orthogonal projection.vtt |
10 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/12. Least-squares for model-fitting in statistics/4. Least-squares via row-reduction.mp4 |
76 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/12. Least-squares for model-fitting in statistics/4. Least-squares via row-reduction.vtt |
21 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/12. Least-squares for model-fitting in statistics/5. Model-predicted values and residuals.mp4 |
18.2 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/12. Least-squares for model-fitting in statistics/5. Model-predicted values and residuals.vtt |
8 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/12. Least-squares for model-fitting in statistics/6. Least-squares application 1.mp4 |
130.9 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/12. Least-squares for model-fitting in statistics/6. Least-squares application 1.vtt |
23 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/12. Least-squares for model-fitting in statistics/7. Least-squares application 2.mp4 |
233.8 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/12. Least-squares for model-fitting in statistics/7. Least-squares application 2.vtt |
35 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/12. Least-squares for model-fitting in statistics/8. Code challenge Least-squares via QR decomposition.mp4 |
34.9 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/12. Least-squares for model-fitting in statistics/8. Code challenge Least-squares via QR decomposition.vtt |
12 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/13. Eigendecomposition/1. What are eigenvalues and eigenvectors.mp4 |
32.7 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/13. Eigendecomposition/1. What are eigenvalues and eigenvectors.vtt |
14 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/13. Eigendecomposition/10. Code challenge eigendecomposition of matrix differences.mp4 |
112.9 MB |
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23 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/13. Eigendecomposition/11. Eigenvectors of distinct eigenvalues.mp4 |
21.6 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/13. Eigendecomposition/11. Eigenvectors of distinct eigenvalues.vtt |
9 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/13. Eigendecomposition/12. Eigenvectors of repeated eigenvalues.mp4 |
38.7 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/13. Eigendecomposition/12. Eigenvectors of repeated eigenvalues.vtt |
14 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/13. Eigendecomposition/13. Eigendecomposition of symmetric matrices.mp4 |
54.1 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/13. Eigendecomposition/13. Eigendecomposition of symmetric matrices.vtt |
17 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/13. Eigendecomposition/14. Eigenlayers of a matrix.mp4 |
16.1 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/13. Eigendecomposition/14. Eigenlayers of a matrix.vtt |
8 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/13. Eigendecomposition/15. Code challenge reconstruct a matrix from eigenlayers.mp4 |
131.6 MB |
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24 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/13. Eigendecomposition/16. Eigendecomposition of singular matrices.mp4 |
9.9 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/13. Eigendecomposition/16. Eigendecomposition of singular matrices.vtt |
5 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/13. Eigendecomposition/17. Code challenge trace and determinant, eigenvalues sum and product.mp4 |
48.8 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/13. Eigendecomposition/17. Code challenge trace and determinant, eigenvalues sum and product.vtt |
13 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/13. Eigendecomposition/18. Generalized eigendecomposition.mp4 |
52.7 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/13. Eigendecomposition/18. Generalized eigendecomposition.vtt |
14 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/13. Eigendecomposition/19. Code challenge GED in small and large matrices.mp4 |
170.4 MB |
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26 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/13. Eigendecomposition/2. Finding eigenvalues.mp4 |
72.8 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/13. Eigendecomposition/2. Finding eigenvalues.vtt |
24 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/13. Eigendecomposition/3. Shortcut for eigenvalues of a 2x2 matrix.mp4 |
7.4 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/13. Eigendecomposition/3. Shortcut for eigenvalues of a 2x2 matrix.vtt |
3 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/13. Eigendecomposition/4. Code challenge eigenvalues of diagonal and triangular matrices.mp4 |
57.1 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/13. Eigendecomposition/4. Code challenge eigenvalues of diagonal and triangular matrices.vtt |
18 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/13. Eigendecomposition/5. Code challenge eigenvalues of random matrices.mp4 |
61.6 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/13. Eigendecomposition/5. Code challenge eigenvalues of random matrices.vtt |
13 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/13. Eigendecomposition/6. Finding eigenvectors.mp4 |
61.5 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/13. Eigendecomposition/6. Finding eigenvectors.vtt |
19 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/13. Eigendecomposition/7. Eigendecomposition by hand two examples.mp4 |
24 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/13. Eigendecomposition/7. Eigendecomposition by hand two examples.vtt |
11 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/13. Eigendecomposition/8. Diagonalization.mp4 |
50.4 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/13. Eigendecomposition/8. Diagonalization.vtt |
18 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/13. Eigendecomposition/9. Matrix powers via diagonalization.mp4 |
169.7 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/13. Eigendecomposition/9. Matrix powers via diagonalization.vtt |
25 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/14. Singular value decomposition/1. Singular value decomposition (SVD).mp4 |
93 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/14. Singular value decomposition/1. Singular value decomposition (SVD).vtt |
21 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/14. Singular value decomposition/10. Code challenge When is UV^T valid, what is its norm, and is it orthogonal.mp4 |
47.5 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/14. Singular value decomposition/10. Code challenge When is UV^T valid, what is its norm, and is it orthogonal.vtt |
14 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/14. Singular value decomposition/11.14 Singular values of an orthogonal matrix.html |
17 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/14. Singular value decomposition/12. SVD, matrix inverse, and pseudoinverse.mp4 |
82.5 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/14. Singular value decomposition/12. SVD, matrix inverse, and pseudoinverse.vtt |
16 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/14. Singular value decomposition/13. SVD, (pseudo)inverse, and left-inverse.mp4 |
21.8 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/14. Singular value decomposition/13. SVD, (pseudo)inverse, and left-inverse.vtt |
10 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/14. Singular value decomposition/14. Condition number of a matrix.mp4 |
56.1 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/14. Singular value decomposition/14. Condition number of a matrix.vtt |
16 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/14. Singular value decomposition/15. Code challenge Create matrix with desired condition number.mp4 |
93.1 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/14. Singular value decomposition/15. Code challenge Create matrix with desired condition number.vtt |
19 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/14. Singular value decomposition/16. Code challenge Why you avoid the inverse.mp4 |
100.8 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/14. Singular value decomposition/16. Code challenge Why you avoid the inverse.vtt |
18 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/14. Singular value decomposition/2.13 Are these two expressions equal.html |
17 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/14. Singular value decomposition/3. Code challenge SVD vs. eigendecomposition for square symmetric matrices.mp4 |
111.5 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/14. Singular value decomposition/3. Code challenge SVD vs. eigendecomposition for square symmetric matrices.vtt |
30 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/14. Singular value decomposition/4. Relation between singular values and eigenvalues.mp4 |
73 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/14. Singular value decomposition/4. Relation between singular values and eigenvalues.vtt |
16 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/14. Singular value decomposition/5. Code challenge U from eigendecomposition of A^TA.mp4 |
114.5 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/14. Singular value decomposition/5. Code challenge U from eigendecomposition of A^TA.vtt |
20 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/14. Singular value decomposition/6. SVD and the four subspaces.mp4 |
19.2 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/14. Singular value decomposition/6. SVD and the four subspaces.vtt |
8 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/14. Singular value decomposition/7. Spectral theory of matrices.mp4 |
133 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/14. Singular value decomposition/7. Spectral theory of matrices.vtt |
26 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/14. Singular value decomposition/8. SVD for low-rank approximations.mp4 |
91.6 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/14. Singular value decomposition/8. SVD for low-rank approximations.vtt |
20 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/14. Singular value decomposition/9. Convert singular values to percent variance.mp4 |
82.5 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/14. Singular value decomposition/9. Convert singular values to percent variance.vtt |
18 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/15. Quadratic form and definiteness/1. The quadratic form in algebra.mp4 |
47.9 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/15. Quadratic form and definiteness/1. The quadratic form in algebra.vtt |
18 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/15. Quadratic form and definiteness/10. Proof Eigenvalues and matrix definiteness.mp4 |
22.5 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/15. Quadratic form and definiteness/10. Proof Eigenvalues and matrix definiteness.vtt |
9 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/15. Quadratic form and definiteness/2. The quadratic form in geometry.mp4 |
63.2 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/15. Quadratic form and definiteness/2. The quadratic form in geometry.vtt |
18 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/15. Quadratic form and definiteness/3. The normalized quadratic form.mp4 |
16.2 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/15. Quadratic form and definiteness/3. The normalized quadratic form.vtt |
7 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/15. Quadratic form and definiteness/4. Code challenge Visualize the normalized quadratic form.mp4 |
88.9 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/15. Quadratic form and definiteness/4. Code challenge Visualize the normalized quadratic form.vtt |
20 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/15. Quadratic form and definiteness/5. Eigenvectors and the quadratic form surface.mp4 |
45.4 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/15. Quadratic form and definiteness/5. Eigenvectors and the quadratic form surface.vtt |
7 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/15. Quadratic form and definiteness/6. Application of the normalized quadratic form PCA.mp4 |
242.5 MB |
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35 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/15. Quadratic form and definiteness/7. Quadratic form of generalized eigendecomposition.mp4 |
88.5 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/15. Quadratic form and definiteness/7. Quadratic form of generalized eigendecomposition.vtt |
21 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/15. Quadratic form and definiteness/8. Matrix definiteness, geometry, and eigenvalues.mp4 |
58.1 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/15. Quadratic form and definiteness/8. Matrix definiteness, geometry, and eigenvalues.vtt |
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| Udemy - Master linear algebra theory and implementation in code (3.2025)/15. Quadratic form and definiteness/9. Proof A^TA is always positive (semi)definite.mp4 |
15.7 MB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/15. Quadratic form and definiteness/9. Proof A^TA is always positive (semi)definite.vtt |
8 KB |
| Udemy - Master linear algebra theory and implementation in code (3.2025)/16. Bonus section/1. Bonus lecture.html |
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