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| 1. Segment Intro.mp4 |
2.93Мб |
| 1. Segment Intro.mp4 |
4.74Мб |
| 1. Segment Intro.mp4 |
101.55Мб |
| 1. Segment Intro.mp4 |
15.76Мб |
| 1. Segment Intro.mp4 |
23.66Мб |
| 1. Segment Intro.mp4 |
3.20Мб |
| 1. Segment Intro-en_US.srt |
1.70Кб |
| 1. Segment Intro-en_US.srt |
2.70Кб |
| 1. Segment Intro-en_US.srt |
20.73Кб |
| 1. Segment Intro-en_US.srt |
3.87Кб |
| 1. Segment Intro-en_US.srt |
4.22Кб |
| 1. Segment Intro-en_US.srt |
1.49Кб |
| 1. What Linear Algebra Is.mp4 |
133.01Мб |
| 1. What Linear Algebra Is-en_US.srt |
27.13Кб |
| 10. Eigenvector and Eigenvalue Applications.mp4 |
75.77Мб |
| 10. Eigenvector and Eigenvalue Applications-en_US.srt |
13.29Кб |
| 10. Generic Tensor Notation.mp4 |
46.06Мб |
| 10. Generic Tensor Notation-en_US.srt |
8.01Кб |
| 10. The Product Rule.mp4 |
15.78Мб |
| 10. The Product Rule-en_US.srt |
4.32Кб |
| 11. Exercises on Algebra Data Structures.mp4 |
11.14Мб |
| 11. Exercises on Algebra Data Structures-en_US.srt |
2.60Кб |
| 11. The Quotient Rule.mp4 |
14.03Мб |
| 11. The Quotient Rule-en_US.srt |
4.58Кб |
| 12. The Chain Rule.mp4 |
27.55Мб |
| 12. The Chain Rule-en_US.srt |
7.46Кб |
| 13. Advanced Exercises on Derivative Rules.mp4 |
63.86Мб |
| 13. Advanced Exercises on Derivative Rules-en_US.srt |
13.24Кб |
| 14. The Power Rule on a Function Chain.mp4 |
33.66Мб |
| 14. The Power Rule on a Function Chain-en_US.srt |
5.67Кб |
| 15. More Lectures are on their Way!.mp4 |
7.63Мб |
| 15. More Lectures are on their Way!-en_US.srt |
584б |
| 2. Applying Matrices.mp4 |
31.61Мб |
| 2. Applying Matrices-en_US.srt |
8.08Кб |
| 2. Intro to Differential Calculus.mp4 |
52.48Мб |
| 2. Intro to Differential Calculus-en_US.srt |
15.08Кб |
| 2. Plotting a System of Linear Equations.mp4 |
57.06Мб |
| 2. Plotting a System of Linear Equations-en_US.srt |
10.95Кб |
| 2. Singular Value Decomposition.mp4 |
76.64Мб |
| 2. Singular Value Decomposition-en_US.srt |
10.83Кб |
| 2. Tensor Transposition.mp4 |
16.37Мб |
| 2. Tensor Transposition-en_US.srt |
3.97Кб |
| 2. The Delta Method.mp4 |
75.28Мб |
| 2. The Delta Method-en_US.srt |
17.25Кб |
| 2. The Frobenius Norm.mp4 |
26.59Мб |
| 2. The Frobenius Norm-en_US.srt |
5.62Кб |
| 3. Affine Transformations.mp4 |
168.50Мб |
| 3. Affine Transformations-en_US.srt |
20.36Кб |
| 3. Basic Tensor Arithmetic, incl. the Hadamard Product.mp4 |
29.95Мб |
| 3. Basic Tensor Arithmetic, incl. the Hadamard Product-en_US.srt |
6.32Кб |
| 3. Data Compression with SVD.mp4 |
96.98Мб |
| 3. Data Compression with SVD-en_US.srt |
11.68Кб |
| 3. How Derivatives Arise from Limits.mp4 |
113.96Мб |
| 3. How Derivatives Arise from Limits-en_US.srt |
14.80Кб |
| 3. Intro to Integral Calculus.mp4 |
15.93Мб |
| 3. Intro to Integral Calculus-en_US.srt |
3.07Кб |
| 3. Linear Algebra Exercise.mp4 |
37.52Мб |
| 3. Linear Algebra Exercise-en_US.srt |
6.24Кб |
| 3. Matrix Multiplication.mp4 |
114.10Мб |
| 3. Matrix Multiplication-en_US.srt |
27.75Кб |
| 4. Derivative Notation.mp4 |
19.58Мб |
| 4. Derivative Notation-en_US.srt |
4.98Кб |
| 4. Eigenvectors and Eigenvalues.mp4 |
381.93Мб |
| 4. Eigenvectors and Eigenvalues-en_US.srt |
27.31Кб |
| 4. Symmetric and Identity Matrices.mp4 |
13.27Мб |
| 4. Symmetric and Identity Matrices-en_US.srt |
5.37Кб |
| 4. Tensor Reduction.mp4 |
11.97Мб |
| 4. Tensor Reduction-en_US.srt |
3.78Кб |
| 4. Tensors.mp4 |
14.73Мб |
| 4. Tensors-en_US.srt |
3.08Кб |
| 4. The Method of Exhaustion.mp4 |
53.60Мб |
| 4. The Method of Exhaustion-en_US.srt |
7.74Кб |
| 4. The Moore-Penrose Pseudoinverse.mp4 |
97.74Мб |
| 4. The Moore-Penrose Pseudoinverse-en_US.srt |
13.40Кб |
| 5. Calculus of the Infinitesimals.mp4 |
75.31Мб |
| 5. Calculus of the Infinitesimals-en_US.srt |
11.01Кб |
| 5. External URLs.txt |
69б |
| 5. Matrix Determinants.mp4 |
45.41Мб |
| 5. Matrix Determinants-en_US.srt |
8.50Кб |
| 5. Matrix Multiplication Exercises.mp4 |
17.95Мб |
| 5. Matrix Multiplication Exercises-en_US.srt |
8.04Кб |
| 5. Regression with the Pseudoinverse.mp4 |
134.17Мб |
| 5. Regression with the Pseudoinverse-en_US.srt |
20.72Кб |
| 5. Scalars.mp4 |
159.73Мб |
| 5. Scalars-en_US.srt |
15.35Кб |
| 5. The Derivative of a Constant.mp4 |
17.76Мб |
| 5. The Derivative of a Constant-en_US.srt |
1.92Кб |
| 5. The Dot Product.mp4 |
25.96Мб |
| 5. The Dot Product-en_US.srt |
6.01Кб |
| 6. Calculus Applications.mp4 |
70.12Мб |
| 6. Calculus Applications-en_US.srt |
10.71Кб |
| 6. Determinants of Larger Matrices.mp4 |
53.89Мб |
| 6. Determinants of Larger Matrices-en_US.srt |
9.16Кб |
| 6. Exercises on Tensor Operations.mp4 |
23.34Мб |
| 6. Exercises on Tensor Operations-en_US.srt |
2.87Кб |
| 6. Matrix Inversion.mp4 |
129.48Мб |
| 6. Matrix Inversion-en_US.srt |
19.02Кб |
| 6. The Power Rule.mp4 |
4.64Мб |
| 6. The Power Rule-en_US.srt |
1.33Кб |
| 6. The Trace Operator.mp4 |
38.79Мб |
| 6. The Trace Operator-en_US.srt |
5.51Кб |
| 6. Vectors and Vector Transposition.mp4 |
82.05Мб |
| 6. Vectors and Vector Transposition-en_US.srt |
12.77Кб |
| 7. Calculating Limits.mp4 |
102.37Мб |
| 7. Calculating Limits-en_US.srt |
19.94Кб |
| 7. Determinant Exercises.mp4 |
27.38Мб |
| 7. Determinant Exercises-en_US.srt |
5.02Кб |
| 7. Diagonal Matrices.mp4 |
12.88Мб |
| 7. Diagonal Matrices-en_US.srt |
3.56Кб |
| 7. Norms and Unit Vectors.mp4 |
107.42Мб |
| 7. Norms and Unit Vectors-en_US.srt |
16.34Кб |
| 7. Principal Component Analysis (PCA).mp4 |
64.83Мб |
| 7. Principal Component Analysis (PCA)-en_US.srt |
9.49Кб |
| 7. Solving Linear Systems with Substitution.mp4 |
22.06Мб |
| 7. Solving Linear Systems with Substitution-en_US.srt |
11.20Кб |
| 7. The Constant Multiple Rule.mp4 |
11.09Мб |
| 7. The Constant Multiple Rule-en_US.srt |
3.74Кб |
| 8. Basis, Orthogonal, and Orthonormal Vectors.mp4 |
14.00Мб |
| 8. Basis, Orthogonal, and Orthonormal Vectors-en_US.srt |
5.31Кб |
| 8. Determinants and Eigenvalues.mp4 |
89.32Мб |
| 8. Determinants and Eigenvalues-en_US.srt |
15.73Кб |
| 8. Exercises on Limits.mp4 |
30.43Мб |
| 8. Exercises on Limits-en_US.srt |
6.90Кб |
| 8. Orthogonal Matrices.mp4 |
18.07Мб |
| 8. Orthogonal Matrices-en_US.srt |
5.82Кб |
| 8. Resources for Further Study of Linear Algebra.mp4 |
31.68Мб |
| 8. Resources for Further Study of Linear Algebra-en_US.srt |
6.39Кб |
| 8. Solving Linear Systems with Elimination.mp4 |
26.13Мб |
| 8. Solving Linear Systems with Elimination-en_US.srt |
13.32Кб |
| 8. The Sum Rule.mp4 |
14.77Мб |
| 8. The Sum Rule-en_US.srt |
2.87Кб |
| 9. Eigendecomposition.mp4 |
83.95Мб |
| 9. Eigendecomposition-en_US.srt |
12.40Кб |
| 9. Exercises on Derivative Rules.mp4 |
53.38Мб |
| 9. Exercises on Derivative Rules-en_US.srt |
13.99Кб |
| 9. Matrix Tensors.mp4 |
82.12Мб |
| 9. Matrix Tensors-en_US.srt |
9.21Кб |
| 9. Orthogonal Matrix Exercises.mp4 |
78.58Мб |
| 9. Orthogonal Matrix Exercises-en_US.srt |
15.89Кб |
| 9. Visualizing Linear Systems.mp4 |
49.50Мб |
| 9. Visualizing Linear Systems-en_US.srt |
12.89Кб |
| Bonus Resources.txt |
357б |
| Get Bonus Downloads Here.url |
183б |
| Introduction.html |
2.60Кб |