|
|
01-Topics.en.dfxp
|
DFXP
|
1.3 KB
|
|
|
01-Topics.mp4
|
MP4
|
40.4 MB
|
|
|
02-Topics.en.dfxp
|
DFXP
|
1.5 KB
|
|
|
02-Topics.mp4
|
MP4
|
45 MB
|
|
|
03-3.1 Tensor Transposition.en.dfxp
|
DFXP
|
6.7 KB
|
|
|
03-3.1 Tensor Transposition.mp4
|
MP4
|
92.2 MB
|
|
|
04-3.5 Exercises.en.dfxp
|
DFXP
|
9.6 KB
|
|
|
04-3.5 Exercises.mp4
|
MP4
|
416.6 MB
|
|
|
05-3.2 Basic Tensor Arithmetic.en.dfxp
|
DFXP
|
11 KB
|
|
|
05-3.2 Basic Tensor Arithmetic.mp4
|
MP4
|
143.9 MB
|
|
|
06-Topics.en.dfxp
|
DFXP
|
1 KB
|
|
|
06-Topics.mp4
|
MP4
|
29.8 MB
|
|
|
07-5.4 Exercises.en.dfxp
|
DFXP
|
14.5 KB
|
|
|
07-5.4 Exercises.mp4
|
MP4
|
629.8 MB
|
|
|
08-6.4 Orthogonal Matrices.en.dfxp
|
DFXP
|
8.3 KB
|
|
|
08-6.4 Orthogonal Matrices.mp4
|
MP4
|
126 MB
|
|
|
09-6.2 Matrix Inversion.en.dfxp
|
DFXP
|
28.7 KB
|
|
|
09-6.2 Matrix Inversion.mp4
|
MP4
|
304.8 MB
|
|
|
10-Topics.en.dfxp
|
DFXP
|
1 KB
|
|
|
10-Topics.mp4
|
MP4
|
32.2 MB
|
|
|
11-Topics.en.dfxp
|
DFXP
|
1.6 KB
|
|
|
11-Topics.mp4
|
MP4
|
53.5 MB
|
|
|
12-1.1 Defining Linear Algebra.en.dfxp
|
DFXP
|
11.8 KB
|
|
|
12-1.1 Defining Linear Algebra.mp4
|
MP4
|
168.1 MB
|
|
|
13-1.5 Exercise.en.dfxp
|
DFXP
|
14.9 KB
|
|
|
13-1.5 Exercise.mp4
|
MP4
|
651.2 MB
|
|
|
14-4.1 The Substitution Strategy.en.dfxp
|
DFXP
|
6.6 KB
|
|
|
14-4.1 The Substitution Strategy.mp4
|
MP4
|
270.7 MB
|
|
|
15-4.2 Substitution Exercises.en.dfxp
|
DFXP
|
13.2 KB
|
|
|
15-4.2 Substitution Exercises.mp4
|
MP4
|
641.6 MB
|
|
|
16-4.4 Elimination Exercises.en.dfxp
|
DFXP
|
15.6 KB
|
|
|
16-4.4 Elimination Exercises.mp4
|
MP4
|
725.6 MB
|
|
|
17-Topics.en.dfxp
|
DFXP
|
1.5 KB
|
|
|
17-Topics.mp4
|
MP4
|
49.5 MB
|
|
|
18-5.3 Symmetric and Identity Matrices.en.dfxp
|
DFXP
|
9.3 KB
|
|
|
18-5.3 Symmetric and Identity Matrices.mp4
|
MP4
|
121.1 MB
|
|
|
19-7.4 High-Dimensional Eigenvectors.en.dfxp
|
DFXP
|
7.4 KB
|
|
|
19-7.4 High-Dimensional Eigenvectors.mp4
|
MP4
|
142.5 MB
|
|
|
20-1.2 Solving a System of Equations Algebraically.en.dfxp
|
DFXP
|
13 KB
|
|
|
20-1.2 Solving a System of Equations Algebraically.mp4
|
MP4
|
115 MB
|
|
|
21-Linear Algebra for Machine Learning (Machine Learning Foundations) - Introduction.en.dfxp
|
DFXP
|
6.6 KB
|
|
|
21-Linear Algebra for Machine Learning (Machine Learning Foundations) - Introduction.mp4
|
MP4
|
214.1 MB
|
|
|
22-1.3 Linear Algebra in Machine Learning and Deep Learning.en.dfxp
|
DFXP
|
18.9 KB
|
|
|
22-1.3 Linear Algebra in Machine Learning and Deep Learning.mp4
|
MP4
|
268.9 MB
|
|
|
23-2.1 Tensors.en.dfxp
|
DFXP
|
7.7 KB
|
|
|
23-2.1 Tensors.mp4
|
MP4
|
98.5 MB
|
|
|
24-2.7 Generic Tensor Notation.en.dfxp
|
DFXP
|
9 KB
|
|
|
24-2.7 Generic Tensor Notation.mp4
|
MP4
|
198.7 MB
|
|
|
25-2.3 Vectors and Vector Transposition.en.dfxp
|
DFXP
|
19.1 KB
|
|
|
25-2.3 Vectors and Vector Transposition.mp4
|
MP4
|
285.2 MB
|
|
|
26-Topics.en.dfxp
|
DFXP
|
819 B
|
|
|
26-Topics.mp4
|
MP4
|
25.2 MB
|
|
|
27-3.3 Reduction.en.dfxp
|
DFXP
|
8.3 KB
|
|
|
27-3.3 Reduction.mp4
|
MP4
|
90.9 MB
|
|
|
28-2.4 Norms and Unit Vectors.en.dfxp
|
DFXP
|
29.6 KB
|
|
|
28-2.4 Norms and Unit Vectors.mp4
|
MP4
|
321.3 MB
|
|
|
29-2.5 Basis, Orthogonal, and Orthonormal Vectors.en.dfxp
|
DFXP
|
8.4 KB
|
|
|
29-2.5 Basis, Orthogonal, and Orthonormal Vectors.mp4
|
MP4
|
80.9 MB
|
|
|
30-4.3 The Elimination Strategy.en.dfxp
|
DFXP
|
6.5 KB
|
|
|
30-4.3 The Elimination Strategy.mp4
|
MP4
|
307.8 MB
|
|
|
31-5.2 Matrix-by-Matrix Multiplication.en.dfxp
|
DFXP
|
18.6 KB
|
|
|
31-5.2 Matrix-by-Matrix Multiplication.mp4
|
MP4
|
598.9 MB
|
|
|
32-5.1 Matrix-by-Vector Multiplication.en.dfxp
|
DFXP
|
20.2 KB
|
|
|
32-5.1 Matrix-by-Vector Multiplication.mp4
|
MP4
|
756.7 MB
|
|
|
33-3.4 The Dot Product.en.dfxp
|
DFXP
|
11.7 KB
|
|
|
33-3.4 The Dot Product.mp4
|
MP4
|
154 MB
|
|
|
34-5.5 Machine Learning and Deep Learning Applications.en.dfxp
|
DFXP
|
22.6 KB
|
|
|
34-5.5 Machine Learning and Deep Learning Applications.mp4
|
MP4
|
325.3 MB
|
|
|
35-6.1 The Frobenius Norm.en.dfxp
|
DFXP
|
6.5 KB
|
|
|
35-6.1 The Frobenius Norm.mp4
|
MP4
|
111.9 MB
|
|
|
36-7.1 The Eigenconcept.en.dfxp
|
DFXP
|
15.2 KB
|
|
|
36-7.1 The Eigenconcept.mp4
|
MP4
|
402.7 MB
|
|
|
37-6.3 Diagonal Matrices.en.dfxp
|
DFXP
|
6.9 KB
|
|
|
37-6.3 Diagonal Matrices.mp4
|
MP4
|
125.7 MB
|
|
|
38-7.2 Exercises.en.dfxp
|
DFXP
|
14.4 KB
|
|
|
38-7.2 Exercises.mp4
|
MP4
|
700.7 MB
|
|
|
39-8.1 The Determinant of a 2 x 2 Matrix.en.dfxp
|
DFXP
|
11.1 KB
|
|
|
39-8.1 The Determinant of a 2 x 2 Matrix.mp4
|
MP4
|
146.5 MB
|
|
|
40-Topics.en.dfxp
|
DFXP
|
1.4 KB
|
|
|
40-Topics.mp4
|
MP4
|
46.3 MB
|
|
|
41-8.3 Exercises.en.dfxp
|
DFXP
|
7.7 KB
|
|
|
41-8.3 Exercises.mp4
|
MP4
|
294.4 MB
|
|
|
42-8.2 The Determinants of Larger Matrices.en.dfxp
|
DFXP
|
15 KB
|
|
|
42-8.2 The Determinants of Larger Matrices.mp4
|
MP4
|
141.9 MB
|
|
|
43-8.4 Determinants and Eigenvalues.en.dfxp
|
DFXP
|
14.6 KB
|
|
|
43-8.4 Determinants and Eigenvalues.mp4
|
MP4
|
177.5 MB
|
|
|
44-9.4 Regression via Pseudoinversion.en.dfxp
|
DFXP
|
24.4 KB
|
|
|
44-9.4 Regression via Pseudoinversion.mp4
|
MP4
|
288 MB
|
|
|
45-9.2 Media File Compression.en.dfxp
|
DFXP
|
12.2 KB
|
|
|
45-9.2 Media File Compression.mp4
|
MP4
|
138.6 MB
|
|
|
46-9.1 Singular Value Decomposition.en.dfxp
|
DFXP
|
14.3 KB
|
|
|
46-9.1 Singular Value Decomposition.mp4
|
MP4
|
194.5 MB
|
|
|
47-9.3 The Moore-Penrose Pseudoinverse.en.dfxp
|
DFXP
|
17.6 KB
|
|
|
47-9.3 The Moore-Penrose Pseudoinverse.mp4
|
MP4
|
240.4 MB
|
|
|
48-9.6 Resources for Further Study of Linear Algebra.en.dfxp
|
DFXP
|
7.4 KB
|
|
|
48-9.6 Resources for Further Study of Linear Algebra.mp4
|
MP4
|
145.4 MB
|
|
|
49-1.4 Historical and Contemporary Applications.en.dfxp
|
DFXP
|
14.1 KB
|
|
|
49-1.4 Historical and Contemporary Applications.mp4
|
MP4
|
252.6 MB
|
|
|
50-2.2 Scalars.en.dfxp
|
DFXP
|
42.3 KB
|
|
|
50-2.2 Scalars.mp4
|
MP4
|
990.1 MB
|
|
|
51-2.6 Matrices.en.dfxp
|
DFXP
|
14.3 KB
|
|
|
51-2.6 Matrices.mp4
|
MP4
|
189.9 MB
|
|
|
52-2.8 Exercises.en.dfxp
|
DFXP
|
3.7 KB
|
|
|
52-2.8 Exercises.mp4
|
MP4
|
85.3 MB
|
|
|
53-Topics.en.dfxp
|
DFXP
|
921 B
|
|
|
53-Topics.mp4
|
MP4
|
29.9 MB
|
|
|
54-6.5 The Trace Operator.en.dfxp
|
DFXP
|
7.3 KB
|
|
|
54-6.5 The Trace Operator.mp4
|
MP4
|
114.7 MB
|
|
|
55-7.3 Eigenvectors in Python.en.dfxp
|
DFXP
|
57.3 KB
|
|
|
55-7.3 Eigenvectors in Python.mp4
|
MP4
|
700.9 MB
|
|
|
56-8.5 Eigendecomposition.en.dfxp
|
DFXP
|
25.8 KB
|
|
|
56-8.5 Eigendecomposition.mp4
|
MP4
|
443.3 MB
|
|
|
57-Linear Algebra for Machine Learning (Machine Learning Foundations) - Summary.en.dfxp
|
DFXP
|
2.5 KB
|
|
|
57-Linear Algebra for Machine Learning (Machine Learning Foundations) - Summary.mp4
|
MP4
|
86.4 MB
|
|
|
58-9.5 Principal Component Analysis.en.dfxp
|
DFXP
|
13.5 KB
|
|
|
58-9.5 Principal Component Analysis.mp4
|
MP4
|
207.3 MB
|
|
|
TutsNode.com.txt
|
TXT
|
102 B
|
|
|
[TGx]Downloaded from torrentgalaxy.to .txt
|
TXT
|
614 B
|
