|
Please note that this page does not hosts or makes available any of the listed filenames. You
cannot download any of those files from here.
|
| 1. Segment Intro.mp4 |
2.93MB |
| 1. Segment Intro.mp4 |
4.74MB |
| 1. Segment Intro.mp4 |
101.55MB |
| 1. Segment Intro.mp4 |
15.76MB |
| 1. Segment Intro.mp4 |
23.66MB |
| 1. Segment Intro.mp4 |
3.20MB |
| 1. Segment Intro-en_US.srt |
1.70KB |
| 1. Segment Intro-en_US.srt |
2.70KB |
| 1. Segment Intro-en_US.srt |
20.73KB |
| 1. Segment Intro-en_US.srt |
3.87KB |
| 1. Segment Intro-en_US.srt |
4.22KB |
| 1. Segment Intro-en_US.srt |
1.49KB |
| 1. What Linear Algebra Is.mp4 |
133.01MB |
| 1. What Linear Algebra Is-en_US.srt |
27.13KB |
| 10. Eigenvector and Eigenvalue Applications.mp4 |
75.77MB |
| 10. Eigenvector and Eigenvalue Applications-en_US.srt |
13.29KB |
| 10. Generic Tensor Notation.mp4 |
46.06MB |
| 10. Generic Tensor Notation-en_US.srt |
8.01KB |
| 10. The Product Rule.mp4 |
15.78MB |
| 10. The Product Rule-en_US.srt |
4.32KB |
| 11. Exercises on Algebra Data Structures.mp4 |
11.14MB |
| 11. Exercises on Algebra Data Structures-en_US.srt |
2.60KB |
| 11. The Quotient Rule.mp4 |
14.03MB |
| 11. The Quotient Rule-en_US.srt |
4.58KB |
| 12. The Chain Rule.mp4 |
27.55MB |
| 12. The Chain Rule-en_US.srt |
7.46KB |
| 13. Advanced Exercises on Derivative Rules.mp4 |
63.86MB |
| 13. Advanced Exercises on Derivative Rules-en_US.srt |
13.24KB |
| 14. The Power Rule on a Function Chain.mp4 |
33.66MB |
| 14. The Power Rule on a Function Chain-en_US.srt |
5.67KB |
| 15. More Lectures are on their Way!.mp4 |
7.63MB |
| 15. More Lectures are on their Way!-en_US.srt |
584B |
| 2. Applying Matrices.mp4 |
31.61MB |
| 2. Applying Matrices-en_US.srt |
8.08KB |
| 2. Intro to Differential Calculus.mp4 |
52.48MB |
| 2. Intro to Differential Calculus-en_US.srt |
15.08KB |
| 2. Plotting a System of Linear Equations.mp4 |
57.06MB |
| 2. Plotting a System of Linear Equations-en_US.srt |
10.95KB |
| 2. Singular Value Decomposition.mp4 |
76.64MB |
| 2. Singular Value Decomposition-en_US.srt |
10.83KB |
| 2. Tensor Transposition.mp4 |
16.37MB |
| 2. Tensor Transposition-en_US.srt |
3.97KB |
| 2. The Delta Method.mp4 |
75.28MB |
| 2. The Delta Method-en_US.srt |
17.25KB |
| 2. The Frobenius Norm.mp4 |
26.59MB |
| 2. The Frobenius Norm-en_US.srt |
5.62KB |
| 3. Affine Transformations.mp4 |
168.50MB |
| 3. Affine Transformations-en_US.srt |
20.36KB |
| 3. Basic Tensor Arithmetic, incl. the Hadamard Product.mp4 |
29.95MB |
| 3. Basic Tensor Arithmetic, incl. the Hadamard Product-en_US.srt |
6.32KB |
| 3. Data Compression with SVD.mp4 |
96.98MB |
| 3. Data Compression with SVD-en_US.srt |
11.68KB |
| 3. How Derivatives Arise from Limits.mp4 |
113.96MB |
| 3. How Derivatives Arise from Limits-en_US.srt |
14.80KB |
| 3. Intro to Integral Calculus.mp4 |
15.93MB |
| 3. Intro to Integral Calculus-en_US.srt |
3.07KB |
| 3. Linear Algebra Exercise.mp4 |
37.52MB |
| 3. Linear Algebra Exercise-en_US.srt |
6.24KB |
| 3. Matrix Multiplication.mp4 |
114.10MB |
| 3. Matrix Multiplication-en_US.srt |
27.75KB |
| 4. Derivative Notation.mp4 |
19.58MB |
| 4. Derivative Notation-en_US.srt |
4.98KB |
| 4. Eigenvectors and Eigenvalues.mp4 |
381.93MB |
| 4. Eigenvectors and Eigenvalues-en_US.srt |
27.31KB |
| 4. Symmetric and Identity Matrices.mp4 |
13.27MB |
| 4. Symmetric and Identity Matrices-en_US.srt |
5.37KB |
| 4. Tensor Reduction.mp4 |
11.97MB |
| 4. Tensor Reduction-en_US.srt |
3.78KB |
| 4. Tensors.mp4 |
14.73MB |
| 4. Tensors-en_US.srt |
3.08KB |
| 4. The Method of Exhaustion.mp4 |
53.60MB |
| 4. The Method of Exhaustion-en_US.srt |
7.74KB |
| 4. The Moore-Penrose Pseudoinverse.mp4 |
97.74MB |
| 4. The Moore-Penrose Pseudoinverse-en_US.srt |
13.40KB |
| 5. Calculus of the Infinitesimals.mp4 |
75.31MB |
| 5. Calculus of the Infinitesimals-en_US.srt |
11.01KB |
| 5. External URLs.txt |
69B |
| 5. Matrix Determinants.mp4 |
45.41MB |
| 5. Matrix Determinants-en_US.srt |
8.50KB |
| 5. Matrix Multiplication Exercises.mp4 |
17.95MB |
| 5. Matrix Multiplication Exercises-en_US.srt |
8.04KB |
| 5. Regression with the Pseudoinverse.mp4 |
134.17MB |
| 5. Regression with the Pseudoinverse-en_US.srt |
20.72KB |
| 5. Scalars.mp4 |
159.73MB |
| 5. Scalars-en_US.srt |
15.35KB |
| 5. The Derivative of a Constant.mp4 |
17.76MB |
| 5. The Derivative of a Constant-en_US.srt |
1.92KB |
| 5. The Dot Product.mp4 |
25.96MB |
| 5. The Dot Product-en_US.srt |
6.01KB |
| 6. Calculus Applications.mp4 |
70.12MB |
| 6. Calculus Applications-en_US.srt |
10.71KB |
| 6. Determinants of Larger Matrices.mp4 |
53.89MB |
| 6. Determinants of Larger Matrices-en_US.srt |
9.16KB |
| 6. Exercises on Tensor Operations.mp4 |
23.34MB |
| 6. Exercises on Tensor Operations-en_US.srt |
2.87KB |
| 6. Matrix Inversion.mp4 |
129.48MB |
| 6. Matrix Inversion-en_US.srt |
19.02KB |
| 6. The Power Rule.mp4 |
4.64MB |
| 6. The Power Rule-en_US.srt |
1.33KB |
| 6. The Trace Operator.mp4 |
38.79MB |
| 6. The Trace Operator-en_US.srt |
5.51KB |
| 6. Vectors and Vector Transposition.mp4 |
82.05MB |
| 6. Vectors and Vector Transposition-en_US.srt |
12.77KB |
| 7. Calculating Limits.mp4 |
102.37MB |
| 7. Calculating Limits-en_US.srt |
19.94KB |
| 7. Determinant Exercises.mp4 |
27.38MB |
| 7. Determinant Exercises-en_US.srt |
5.02KB |
| 7. Diagonal Matrices.mp4 |
12.88MB |
| 7. Diagonal Matrices-en_US.srt |
3.56KB |
| 7. Norms and Unit Vectors.mp4 |
107.42MB |
| 7. Norms and Unit Vectors-en_US.srt |
16.34KB |
| 7. Principal Component Analysis (PCA).mp4 |
64.83MB |
| 7. Principal Component Analysis (PCA)-en_US.srt |
9.49KB |
| 7. Solving Linear Systems with Substitution.mp4 |
22.06MB |
| 7. Solving Linear Systems with Substitution-en_US.srt |
11.20KB |
| 7. The Constant Multiple Rule.mp4 |
11.09MB |
| 7. The Constant Multiple Rule-en_US.srt |
3.74KB |
| 8. Basis, Orthogonal, and Orthonormal Vectors.mp4 |
14.00MB |
| 8. Basis, Orthogonal, and Orthonormal Vectors-en_US.srt |
5.31KB |
| 8. Determinants and Eigenvalues.mp4 |
89.32MB |
| 8. Determinants and Eigenvalues-en_US.srt |
15.73KB |
| 8. Exercises on Limits.mp4 |
30.43MB |
| 8. Exercises on Limits-en_US.srt |
6.90KB |
| 8. Orthogonal Matrices.mp4 |
18.07MB |
| 8. Orthogonal Matrices-en_US.srt |
5.82KB |
| 8. Resources for Further Study of Linear Algebra.mp4 |
31.68MB |
| 8. Resources for Further Study of Linear Algebra-en_US.srt |
6.39KB |
| 8. Solving Linear Systems with Elimination.mp4 |
26.13MB |
| 8. Solving Linear Systems with Elimination-en_US.srt |
13.32KB |
| 8. The Sum Rule.mp4 |
14.77MB |
| 8. The Sum Rule-en_US.srt |
2.87KB |
| 9. Eigendecomposition.mp4 |
83.95MB |
| 9. Eigendecomposition-en_US.srt |
12.40KB |
| 9. Exercises on Derivative Rules.mp4 |
53.38MB |
| 9. Exercises on Derivative Rules-en_US.srt |
13.99KB |
| 9. Matrix Tensors.mp4 |
82.12MB |
| 9. Matrix Tensors-en_US.srt |
9.21KB |
| 9. Orthogonal Matrix Exercises.mp4 |
78.58MB |
| 9. Orthogonal Matrix Exercises-en_US.srt |
15.89KB |
| 9. Visualizing Linear Systems.mp4 |
49.50MB |
| 9. Visualizing Linear Systems-en_US.srt |
12.89KB |
| Bonus Resources.txt |
357B |
| Get Bonus Downloads Here.url |
183B |
| Introduction.html |
2.60KB |