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Language:
English
Total Size:
14.4 GB
Info Hash:
8BE0A0BD9DF415AE204ED438FAAA2EC47386E827
Added By:
Added:
June 2, 2023, 12:35 a.m.
Stats:
|
(Last updated: Aug. 26, 2025, 2:45 p.m.)
| File | Size |
|---|---|
| 50-2.2 Scalars.mp4 | 990.1 MB |
| TutsNode.com.txt | 63 bytes |
| 01-Topics.en.dfxp | 1.3 KB |
| 01-Topics.mp4 | 40.4 MB |
| 02-Topics.en.dfxp | 1.5 KB |
| 02-Topics.mp4 | 45.0 MB |
| 03-3.1 Tensor Transposition.en.dfxp | 6.7 KB |
| 03-3.1 Tensor Transposition.mp4 | 92.2 MB |
| 04-3.5 Exercises.en.dfxp | 9.6 KB |
| 04-3.5 Exercises.mp4 | 416.6 MB |
| 05-3.2 Basic Tensor Arithmetic.en.dfxp | 11.0 KB |
| 05-3.2 Basic Tensor Arithmetic.mp4 | 143.9 MB |
| 06-Topics.en.dfxp | 1014 bytes |
| 06-Topics.mp4 | 29.8 MB |
| 07-5.4 Exercises.en.dfxp | 14.5 KB |
| 07-5.4 Exercises.mp4 | 629.8 MB |
| 08-6.4 Orthogonal Matrices.en.dfxp | 8.3 KB |
| 08-6.4 Orthogonal Matrices.mp4 | 126.0 MB |
| 09-6.2 Matrix Inversion.en.dfxp | 28.7 KB |
| 09-6.2 Matrix Inversion.mp4 | 304.8 MB |
| 10-Topics.en.dfxp | 1.0 KB |
| 10-Topics.mp4 | 32.2 MB |
| 11-Topics.en.dfxp | 1.6 KB |
| 11-Topics.mp4 | 53.5 MB |
| 12-1.1 Defining Linear Algebra.en.dfxp | 11.8 KB |
| 12-1.1 Defining Linear Algebra.mp4 | 168.1 MB |
| 13-1.5 Exercise.en.dfxp | 14.9 KB |
| 13-1.5 Exercise.mp4 | 651.2 MB |
| 14-4.1 The Substitution Strategy.en.dfxp | 6.6 KB |
| 14-4.1 The Substitution Strategy.mp4 | 270.7 MB |
| 15-4.2 Substitution Exercises.en.dfxp | 13.2 KB |
| 15-4.2 Substitution Exercises.mp4 | 641.6 MB |
| 16-4.4 Elimination Exercises.en.dfxp | 15.6 KB |
| 16-4.4 Elimination Exercises.mp4 | 725.6 MB |
| 17-Topics.en.dfxp | 1.5 KB |
| 17-Topics.mp4 | 49.5 MB |
| 18-5.3 Symmetric and Identity Matrices.en.dfxp | 9.3 KB |
| 18-5.3 Symmetric and Identity Matrices.mp4 | 121.1 MB |
| 19-7.4 High-Dimensional Eigenvectors.en.dfxp | 7.4 KB |
| 19-7.4 High-Dimensional Eigenvectors.mp4 | 142.5 MB |
| 20-1.2 Solving a System of Equations Algebraically.en.dfxp | 13.0 KB |
| 20-1.2 Solving a System of Equations Algebraically.mp4 | 115.0 MB |
| 21-Linear Algebra for Machine Learning (Machine Learning Foundations) - Introduction.en.dfxp | 6.6 KB |
| 21-Linear Algebra for Machine Learning (Machine Learning Foundations) - Introduction.mp4 | 214.1 MB |
| 22-1.3 Linear Algebra in Machine Learning and Deep Learning.en.dfxp | 18.9 KB |
| 22-1.3 Linear Algebra in Machine Learning and Deep Learning.mp4 | 268.9 MB |
| 23-2.1 Tensors.en.dfxp | 7.7 KB |
| 23-2.1 Tensors.mp4 | 98.5 MB |
| 24-2.7 Generic Tensor Notation.en.dfxp | 9.0 KB |
| 24-2.7 Generic Tensor Notation.mp4 | 198.7 MB |
| 25-2.3 Vectors and Vector Transposition.en.dfxp | 19.1 KB |
| 25-2.3 Vectors and Vector Transposition.mp4 | 285.2 MB |
| 26-Topics.en.dfxp | 844 bytes |
| 26-Topics.mp4 | 25.2 MB |
| 27-3.3 Reduction.en.dfxp | 8.3 KB |
| 27-3.3 Reduction.mp4 | 90.9 MB |
| 28-2.4 Norms and Unit Vectors.en.dfxp | 29.6 KB |
| 28-2.4 Norms and Unit Vectors.mp4 | 321.3 MB |
| 29-2.5 Basis, Orthogonal, and Orthonormal Vectors.en.dfxp | 8.4 KB |
| 29-2.5 Basis, Orthogonal, and Orthonormal Vectors.mp4 | 80.9 MB |
| 30-4.3 The Elimination Strategy.en.dfxp | 6.5 KB |
| 30-4.3 The Elimination Strategy.mp4 | 307.8 MB |
| 31-5.2 Matrix-by-Matrix Multiplication.en.dfxp | 18.6 KB |
| 31-5.2 Matrix-by-Matrix Multiplication.mp4 | 598.9 MB |
| 32-5.1 Matrix-by-Vector Multiplication.en.dfxp | 20.2 KB |
| 32-5.1 Matrix-by-Vector Multiplication.mp4 | 756.7 MB |
| 33-3.4 The Dot Product.en.dfxp | 11.7 KB |
| 33-3.4 The Dot Product.mp4 | 154.0 MB |
| 34-5.5 Machine Learning and Deep Learning Applications.en.dfxp | 22.6 KB |
| 34-5.5 Machine Learning and Deep Learning Applications.mp4 | 325.3 MB |
| 35-6.1 The Frobenius Norm.en.dfxp | 6.5 KB |
| 35-6.1 The Frobenius Norm.mp4 | 111.9 MB |
| 36-7.1 The Eigenconcept.en.dfxp | 15.2 KB |
| 36-7.1 The Eigenconcept.mp4 | 402.7 MB |
| 37-6.3 Diagonal Matrices.en.dfxp | 6.9 KB |
| 37-6.3 Diagonal Matrices.mp4 | 125.7 MB |
| 38-7.2 Exercises.en.dfxp | 14.4 KB |
| 38-7.2 Exercises.mp4 | 700.7 MB |
| 39-8.1 The Determinant of a 2 x 2 Matrix.en.dfxp | 11.1 KB |
| 39-8.1 The Determinant of a 2 x 2 Matrix.mp4 | 146.5 MB |
| 40-Topics.en.dfxp | 1.4 KB |
| 40-Topics.mp4 | 46.3 MB |
| 41-8.3 Exercises.en.dfxp | 7.7 KB |
| 41-8.3 Exercises.mp4 | 294.4 MB |
| 42-8.2 The Determinants of Larger Matrices.en.dfxp | 15.0 KB |
| 42-8.2 The Determinants of Larger Matrices.mp4 | 141.9 MB |
| 43-8.4 Determinants and Eigenvalues.en.dfxp | 14.6 KB |
| 43-8.4 Determinants and Eigenvalues.mp4 | 177.5 MB |
| 44-9.4 Regression via Pseudoinversion.en.dfxp | 24.4 KB |
| 44-9.4 Regression via Pseudoinversion.mp4 | 288.0 MB |
| 45-9.2 Media File Compression.en.dfxp | 12.2 KB |
| 45-9.2 Media File Compression.mp4 | 138.6 MB |
| 46-9.1 Singular Value Decomposition.en.dfxp | 14.3 KB |
| 46-9.1 Singular Value Decomposition.mp4 | 194.5 MB |
| 47-9.3 The Moore-Penrose Pseudoinverse.en.dfxp | 17.6 KB |
| 47-9.3 The Moore-Penrose Pseudoinverse.mp4 | 240.4 MB |
| 48-9.6 Resources for Further Study of Linear Algebra.en.dfxp | 7.4 KB |
| 48-9.6 Resources for Further Study of Linear Algebra.mp4 | 145.4 MB |
| 49-1.4 Historical and Contemporary Applications.en.dfxp | 14.1 KB |
| 49-1.4 Historical and Contemporary Applications.mp4 | 252.6 MB |
| 50-2.2 Scalars.en.dfxp | 42.3 KB |
| [TGx]Downloaded from torrentgalaxy.to .txt | 585 bytes |
| 51-2.6 Matrices.en.dfxp | 14.3 KB |
| 51-2.6 Matrices.mp4 | 189.9 MB |
| 52-2.8 Exercises.en.dfxp | 3.7 KB |
| 52-2.8 Exercises.mp4 | 85.3 MB |
| 53-Topics.en.dfxp | 943 bytes |
| 53-Topics.mp4 | 29.9 MB |
| 54-6.5 The Trace Operator.en.dfxp | 7.3 KB |
| 54-6.5 The Trace Operator.mp4 | 114.7 MB |
| 55-7.3 Eigenvectors in Python.en.dfxp | 57.3 KB |
| 55-7.3 Eigenvectors in Python.mp4 | 700.9 MB |
| 56-8.5 Eigendecomposition.en.dfxp | 25.8 KB |
| 56-8.5 Eigendecomposition.mp4 | 443.3 MB |
| 57-Linear Algebra for Machine Learning (Machine Learning Foundations) - Summary.en.dfxp | 2.5 KB |
| 57-Linear Algebra for Machine Learning (Machine Learning Foundations) - Summary.mp4 | 86.4 MB |
| 58-9.5 Principal Component Analysis.en.dfxp | 13.5 KB |
| 58-9.5 Principal Component Analysis.mp4 | 207.3 MB |
Name
DL
Uploader
Size
S/L
Added
-
52.2 MB
[16
/
1]
2026-03-01
| Uploaded by freecoursewb | Size 52.2 MB | Health [ 16 /1 ] | Added 2026-03-01 |
-
333.3 MB
[12
/
1]
2025-01-13
| Uploaded by FreeCourseWeb | Size 333.3 MB | Health [ 12 /1 ] | Added 2025-01-13 |
NOTE
SOURCE: Linear Algebra for Machine Learning
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