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TORRENT DETAILS
Udemy - Fundamentals Of Linear Algebra For University Students
TORRENT SUMMARY
Status:
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Your Gateway to Data Science and Machine Learning Essentials through Mastering Vectors, Matrices and Tensors.
What you'll learn:
Gain knowledge of vector spaces and calculations
Gain knowledge of matrix properties and operations
Gain knowledge of eigenvalues and eigenvectors
Gain knowledge of tensor properties and operations
Requirements:
Basic Calculus knowledge
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FILE LIST
Filename
Size
~Get Your Files Here !/1. Introduction/1. Introduction.mp4
22.1 MB
~Get Your Files Here !/10. Vectors - Dot Product Uses/1. Dot Product Uses - Introduction.mp4
16.5 MB
~Get Your Files Here !/10. Vectors - Dot Product Uses/2. Dot Product Uses - Example 1.mp4
6.9 MB
~Get Your Files Here !/10. Vectors - Dot Product Uses/3. Dot Product Uses - Example 2.mp4
7.2 MB
~Get Your Files Here !/10. Vectors - Dot Product Uses/4. Dot Product Uses - Example 3.mp4
11 MB
~Get Your Files Here !/11. Vectors - Cross Product/1. Cross Product - Introduction.mp4
38.4 MB
~Get Your Files Here !/11. Vectors - Cross Product/2. Cross Product - Example.mp4
17 MB
~Get Your Files Here !/12. Vectors - Vectors Differentiation/1. Vectors Differentiation - Introduction.mp4
9.6 MB
~Get Your Files Here !/12. Vectors - Vectors Differentiation/2. Vectors Differentiation - Example 1.mp4
10.1 MB
~Get Your Files Here !/12. Vectors - Vectors Differentiation/3. Vectors Differentiation - Example 2.mp4
9.1 MB
~Get Your Files Here !/12. Vectors - Vectors Differentiation/4. Vectors Differentiation - Example 3.mp4
12.3 MB
~Get Your Files Here !/12. Vectors - Vectors Differentiation/5. Vectors Differentiation - Example 4.mp4
7.9 MB
~Get Your Files Here !/13. Vectors - Vectors Partial Differentiation/1. Vectors Partial Differentiation - Introduction.mp4
5.4 MB
~Get Your Files Here !/13. Vectors - Vectors Partial Differentiation/2. Vectors Partial Differentiation - Example.mp4
12.2 MB
~Get Your Files Here !/14. Vectors - Vectors Integration/1. Vectors Integration - Introduction.mp4
8 MB
~Get Your Files Here !/14. Vectors - Vectors Integration/2. Vectors Integration - Example 1.mp4
24.4 MB
~Get Your Files Here !/14. Vectors - Vectors Integration/3. Vectors Integration - Example 2.mp4
5 MB
~Get Your Files Here !/14. Vectors - Vectors Integration/4. Vectors Integration - Path Integrals.mp4
42.6 MB
~Get Your Files Here !/15. Vectors - Vectors Double Integration/1. Vectors Double Integration - Introduction.mp4
4.6 MB
~Get Your Files Here !/15. Vectors - Vectors Double Integration/2. Vectors Double Integration - Example.mp4
27.3 MB
~Get Your Files Here !/16. Vectors - Scalar Fields and Vector Fields/1. Scalar Fields vs. Vector Fields.mp4
6.6 MB
~Get Your Files Here !/16. Vectors - Scalar Fields and Vector Fields/10. Vector Field Laplacian - Introduction.mp4
3.7 MB
~Get Your Files Here !/16. Vectors - Scalar Fields and Vector Fields/11. Vector Field Laplacian - Example.mp4
15.4 MB
~Get Your Files Here !/16. Vectors - Scalar Fields and Vector Fields/2. Scalar Field Gradient - Introduction.mp4
3.3 MB
~Get Your Files Here !/16. Vectors - Scalar Fields and Vector Fields/3. Scalar Field Gradient - Example.mp4
8.3 MB
~Get Your Files Here !/16. Vectors - Scalar Fields and Vector Fields/4. Scalar Field Laplacian - Introduction.mp4
3 MB
~Get Your Files Here !/16. Vectors - Scalar Fields and Vector Fields/5. Scalar Field Laplacian - Example.mp4
17.7 MB
~Get Your Files Here !/16. Vectors - Scalar Fields and Vector Fields/6. Vector Filed Divergence - Introduction.mp4
37.4 MB
~Get Your Files Here !/16. Vectors - Scalar Fields and Vector Fields/7. Vector Filed Divergence - Example.mp4
14.6 MB
~Get Your Files Here !/16. Vectors - Scalar Fields and Vector Fields/8. Vector Filed Curl - Introduction.mp4
22.7 MB
~Get Your Files Here !/16. Vectors - Scalar Fields and Vector Fields/9. Vector Filed Curl - Example.mp4
12 MB
~Get Your Files Here !/17. Matrices - Introduction/1. Matrices Fundamentals.mp4
68.9 MB
~Get Your Files Here !/17. Matrices - Introduction/2. Matrices Rules - Introduction.mp4
30.8 MB
~Get Your Files Here !/17. Matrices - Introduction/3. Matrices Rules - Example 1.mp4
8.9 MB
~Get Your Files Here !/17. Matrices - Introduction/4. Matrices Rules - Example 2.mp4
21.6 MB
~Get Your Files Here !/18. Matrices - Commutator/1. Commutator - Introduction.mp4
6.8 MB
~Get Your Files Here !/18. Matrices - Commutator/2. Commutator - Example.mp4
15 MB
~Get Your Files Here !/19. Matrices - Matrix Operations/1. Matrix Operations - Introduction.mp4
2.5 MB
~Get Your Files Here !/19. Matrices - Matrix Operations/10. Matrix Hermitian Complex Conjugate - Example.mp4
4.9 MB
~Get Your Files Here !/19. Matrices - Matrix Operations/2. Matrix Trace - Introduction.mp4
2.6 MB
~Get Your Files Here !/19. Matrices - Matrix Operations/3. Matrix Trace - Example 1.mp4
7.4 MB
~Get Your Files Here !/19. Matrices - Matrix Operations/4. Matrix Trace - Example 2.mp4
21.7 MB
~Get Your Files Here !/19. Matrices - Matrix Operations/5. Matrix Transpose - Introduction.mp4
2.8 MB
~Get Your Files Here !/19. Matrices - Matrix Operations/6. Matrix Transpose - Example.mp4
21.5 MB
~Get Your Files Here !/19. Matrices - Matrix Operations/7. Matrix Complex Conjugate - Introduction.mp4
8.2 MB
~Get Your Files Here !/19. Matrices - Matrix Operations/8. Matrix Complex Conjugate - Example.mp4
3.3 MB
~Get Your Files Here !/19. Matrices - Matrix Operations/9. Matrix Hermitian Complex Conjugate - Introduction.mp4
1.7 MB
~Get Your Files Here !/2. Vectors - Introduction/1. Scalar vs. Vector.mp4
19.3 MB
~Get Your Files Here !/2. Vectors - Introduction/2. Vectors Fundamentals.mp4
24.5 MB
~Get Your Files Here !/20. Matrices - Matrix Determinant/1. Matrix Determinant - Introduction.mp4
2.8 MB
~Get Your Files Here !/20. Matrices - Matrix Determinant/2. Matrix Determinant - Properties.mp4
46.8 MB
~Get Your Files Here !/20. Matrices - Matrix Determinant/3. Matrix Determinant - Example 1.mp4
6.4 MB
~Get Your Files Here !/20. Matrices - Matrix Determinant/4. Matrix Determinant - Example 2.mp4
37.3 MB
~Get Your Files Here !/21. Matrices - Matrix Inverse/1. Matrix Inverse - Introduction.mp4
19.6 MB
~Get Your Files Here !/21. Matrices - Matrix Inverse/2. Matrix Inverse - Example.mp4
28.4 MB
~Get Your Files Here !/21. Matrices - Matrix Inverse/3. Matrix Inverse - Matrix Inverse to Solve Algebraic Equations.mp4
21.4 MB
~Get Your Files Here !/22. Matrices - Eigenvalues and Eigenvectors/1. Eigenvalues and Eigenvectors - Introduction.mp4
28.7 MB
~Get Your Files Here !/22. Matrices - Eigenvalues and Eigenvectors/2. Eigenvalues and Eigenvectors - Example.mp4
33.3 MB
~Get Your Files Here !/23. Matrices - Matrix Diagonalization/1. Matrix Diagonalization - Introduction.mp4
20.9 MB
~Get Your Files Here !/23. Matrices - Matrix Diagonalization/2. Matrix Diagonalization - Example 1.mp4
25.1 MB
~Get Your Files Here !/23. Matrices - Matrix Diagonalization/3. Matrix Diagonalization - Example 2.mp4
51.1 MB
~Get Your Files Here !/23. Matrices - Matrix Diagonalization/4. Matrix Diagonalization - Example 3.mp4
14.1 MB
~Get Your Files Here !/24. Tensors - Introduction/1. Tensors - Introduction.mp4
12.2 MB
~Get Your Files Here !/24. Tensors - Introduction/2. Tensors - Covariant vs. Contravariant Tensors.mp4
27.1 MB
~Get Your Files Here !/25. Tensors - Tensors Addition/1. Tensors Addition - Introduction.mp4
2.4 MB
~Get Your Files Here !/25. Tensors - Tensors Addition/2. Tensors Addition - Example.mp4
1.9 MB
~Get Your Files Here !/26. Tensors - Tensors Contraction/1. Tensors Contraction - Introduction.mp4
6 MB
~Get Your Files Here !/26. Tensors - Tensors Contraction/2. Tensors Contraction - Example 1 (Dot Product).mp4
3.1 MB
~Get Your Files Here !/26. Tensors - Tensors Contraction/3. Tensors Contraction - Example 2 (Trace).mp4
2.5 MB
~Get Your Files Here !/27. Tensors - Tensors Expansion/1. Tensors Expansion - Tensors Multiplication (Dyad Product) - Introduction.mp4
9.6 MB
~Get Your Files Here !/27. Tensors - Tensors Expansion/2. Tensors Expansion - Tensors Multiplication (Dyad Product) - Example.mp4
6.7 MB
~Get Your Files Here !/3. Vectors - Magnitude and Direction/1. Magnitude and Direction - Introduction.mp4
26.3 MB
~Get Your Files Here !/3. Vectors - Magnitude and Direction/2. Magnitude and Direction - Example 1.mp4
3.5 MB
~Get Your Files Here !/3. Vectors - Magnitude and Direction/3. Magnitude and Direction - Example 2.mp4
13.4 MB
~Get Your Files Here !/4. Vectors - Properties/1. Properties - Introduction.mp4
9.9 MB
~Get Your Files Here !/4. Vectors - Properties/2. Properties - Example 1.mp4
2.4 MB
~Get Your Files Here !/4. Vectors - Properties/3. Properties - Example 2.mp4
2.8 MB
~Get Your Files Here !/4. Vectors - Properties/4. Properties - Example 3.mp4
2.6 MB
~Get Your Files Here !/5. Vectors - Bases/1. Bases.mp4
29.5 MB
~Get Your Files Here !/6. Vectors - Unit Vectors/1. Unit Vectors - Introduction.mp4
4.4 MB
~Get Your Files Here !/6. Vectors - Unit Vectors/2. Unit Vectors - Example.mp4
4.6 MB
~Get Your Files Here !/7. Vectors - 3D Vectors/1. 3D Vectors - Introduction.mp4
10.6 MB
~Get Your Files Here !/7. Vectors - 3D Vectors/2. 3D Vectors - Example.mp4
11 MB
~Get Your Files Here !/8. Vectors - Collinearity in Vectors/1. Collinearity in Vectors - Introduction.mp4
4.5 MB
~Get Your Files Here !/8. Vectors - Collinearity in Vectors/2. Collinearity in Vectors - Example 1.mp4
4.7 MB
~Get Your Files Here !/8. Vectors - Collinearity in Vectors/3. Collinearity in Vectors - Example 2.mp4
4.8 MB
~Get Your Files Here !/8. Vectors - Collinearity in Vectors/4. Collinearity in Vectors - Example 3.mp4
11.1 MB
~Get Your Files Here !/8. Vectors - Collinearity in Vectors/5. Collinearity in Vectors - Example 4.mp4
5.6 MB
~Get Your Files Here !/9. Vectors - Dot Product/1. Dot Product - Introduction.mp4
5.9 MB
~Get Your Files Here !/9. Vectors - Dot Product/2. Dot Product - Example 1.mp4
1.5 MB
~Get Your Files Here !/9. Vectors - Dot Product/3. Dot Product - Example 2.mp4
1.1 MB
~Get Your Files Here !/9. Vectors - Dot Product/4. Dot Product - Example 3.mp4
