GigaCourse Com Udemy Mathematical Foundations of Machine Learning

GigaCourse Com Udemy Mathematical Foundations of Machine Learning

Name	[GigaCourse.Com] Udemy - Mathematical Foundations of Machine Learning	DOWNLOAD Copy Link
Total Size	7.0 GB
Total Files	460
Last Seen	2024-07-05 23:50
Hash	440222528B42F5BE5B3E79C27ED98F689F5FE6B3

/0. Websites you may like/
[CourseClub.Me].url	0.1 KB
[GigaCourse.Com].url	0.0 KB
/1 - Data Structures for Linear Algebra/
1 - Introduction.html	2.4 KB
10 - Matrix Tensors Dutch.vtt	9.1 KB
10 - Matrix Tensors English.vtt	8.9 KB
10 - Matrix Tensors Vietnamese.vtt	11.5 KB
10 - Matrix Tensors.mp4	86.1 MB
11 - Generic Tensor Notation Dutch.vtt	7.9 KB
11 - Generic Tensor Notation English.vtt	7.7 KB
11 - Generic Tensor Notation Vietnamese.vtt	9.8 KB
11 - Generic Tensor Notation.mp4	48.3 MB
12 - Exercises on Algebra Data Structures Dutch.vtt	2.5 KB
12 - Exercises on Algebra Data Structures English.vtt	2.5 KB
12 - Exercises on Algebra Data Structures Vietnamese.vtt	3.1 KB
12 - Exercises on Algebra Data Structures.mp4	11.7 MB
2 - What Linear Algebra Is Dutch.vtt	26.7 KB
2 - What Linear Algebra Is English.vtt	26.0 KB
2 - What Linear Algebra Is Vietnamese.vtt	33.0 KB
2 - What Linear Algebra Is.mp4	139.5 MB
3 - Plotting a System of Linear Equations Dutch.vtt	10.5 KB
3 - Plotting a System of Linear Equations English.vtt	10.6 KB
3 - Plotting a System of Linear Equations Vietnamese.vtt	13.5 KB
3 - Plotting a System of Linear Equations.mp4	72.8 MB
4 - Linear Algebra Exercise Dutch.vtt	5.9 KB
4 - Linear Algebra Exercise English.vtt	6.0 KB
4 - Linear Algebra Exercise Vietnamese.vtt	7.4 KB
4 - Linear Algebra Exercise.mp4	44.3 MB
5 - Tensors Dutch.vtt	3.0 KB
5 - Tensors English.vtt	3.0 KB
5 - Tensors Vietnamese.vtt	3.7 KB
5 - Tensors.mp4	15.4 MB
6 - GitHub Code Repository.txt	0.0 KB
6 - Scalars Dutch.vtt	15.2 KB
6 - Scalars English.vtt	14.8 KB
6 - Scalars Vietnamese.vtt	19.2 KB
6 - Scalars.mp4	167.5 MB
7 - Vectors and Vector Transposition Dutch.vtt	12.4 KB
7 - Vectors and Vector Transposition English.vtt	12.3 KB
7 - Vectors and Vector Transposition Vietnamese.vtt	15.6 KB
7 - Vectors and Vector Transposition.mp4	86.0 MB
8 - Norms and Unit Vectors Dutch.vtt	15.9 KB
8 - Norms and Unit Vectors English.vtt	15.7 KB
8 - Norms and Unit Vectors Vietnamese.vtt	20.0 KB
8 - Norms and Unit Vectors.mp4	112.6 MB
9 - Basis Orthogonal and Orthonormal Vectors Dutch.vtt	5.4 KB
9 - Basis Orthogonal and Orthonormal Vectors English.vtt	5.1 KB
9 - Basis Orthogonal and Orthonormal Vectors Vietnamese.vtt	6.3 KB
9 - Basis Orthogonal and Orthonormal Vectors.mp4	14.7 MB
[CourseClub.Me].url	0.1 KB
[GigaCourse.Com].url	0.0 KB
/10 - Integral Calculus/
100 - Definite Integrals Dutch.vtt	7.3 KB
100 - Definite Integrals English.vtt	7.4 KB
100 - Definite Integrals Vietnamese.vtt	9.5 KB
100 - Definite Integrals.mp4	19.3 MB
101 - Numeric Integration with Python Dutch.vtt	5.5 KB
101 - Numeric Integration with Python English.vtt	5.5 KB
101 - Numeric Integration with Python Vietnamese.vtt	6.8 KB
101 - Numeric Integration with Python.mp4	22.6 MB
102 - Definite Integral Exercise Dutch.vtt	5.0 KB
102 - Definite Integral Exercise English.vtt	4.9 KB
102 - Definite Integral Exercise Vietnamese.vtt	6.1 KB
102 - Definite Integral Exercise.mp4	30.8 MB
103 - Finding the Area Under the ROC Curve Dutch.vtt	4.0 KB
103 - Finding the Area Under the ROC Curve English.vtt	4.0 KB
103 - Finding the Area Under the ROC Curve Vietnamese.vtt	5.1 KB
103 - Finding the Area Under the ROC Curve.mp4	13.0 MB
104 - Resources for the Further Study of Calculus Dutch.vtt	4.9 KB
104 - Resources for the Further Study of Calculus English.vtt	4.8 KB
104 - Resources for the Further Study of Calculus Vietnamese.vtt	6.0 KB
104 - Resources for the Further Study of Calculus.mp4	12.3 MB
105 - Congratulations Dutch.vtt	2.8 KB
105 - Congratulations English.vtt	2.8 KB
105 - Congratulations Vietnamese.vtt	3.6 KB
105 - Congratulations.mp4	70.1 MB
93 - Segment Intro Dutch.vtt	3.3 KB
93 - Segment Intro English.vtt	3.3 KB
93 - Segment Intro Vietnamese.vtt	4.0 KB
93 - Segment Intro.mp4	6.7 MB
94 - Binary Classification Dutch.vtt	11.3 KB
94 - Binary Classification English.vtt	11.0 KB
94 - Binary Classification Vietnamese.vtt	13.9 KB
94 - Binary Classification.mp4	25.4 MB
95 - The Confusion Matrix Dutch.vtt	3.0 KB
95 - The Confusion Matrix English.vtt	3.1 KB
95 - The Confusion Matrix Vietnamese.vtt	3.9 KB
95 - The Confusion Matrix.mp4	6.4 MB
96 - The ReceiverOperating Characteristic ROC Curve Dutch.vtt	11.6 KB
96 - The ReceiverOperating Characteristic ROC Curve English.vtt	11.7 KB
96 - The ReceiverOperating Characteristic ROC Curve Vietnamese.vtt	14.9 KB
96 - The ReceiverOperating Characteristic ROC Curve.mp4	29.4 MB
97 - What Integral Calculus Is Dutch.vtt	6.8 KB
97 - What Integral Calculus Is English.vtt	6.8 KB
97 - What Integral Calculus Is Vietnamese.vtt	8.9 KB
97 - What Integral Calculus Is.mp4	38.6 MB
98 - The Integral Calculus Rules Dutch.vtt	6.9 KB
98 - The Integral Calculus Rules English.vtt	6.9 KB
98 - The Integral Calculus Rules Vietnamese.vtt	8.7 KB
98 - The Integral Calculus Rules.mp4	13.6 MB
99 - Indefinite Integral Exercises Dutch.vtt	3.4 KB
99 - Indefinite Integral Exercises English.vtt	3.5 KB
99 - Indefinite Integral Exercises Vietnamese.vtt	4.1 KB
99 - Indefinite Integral Exercises.mp4	7.7 MB
[CourseClub.Me].url	0.1 KB
[GigaCourse.Com].url	0.0 KB
/11 - Probability/
106 - Probability Information Theory Dutch.vtt	10.1 KB
106 - Probability Information Theory English.vtt	10.1 KB
106 - Probability Information Theory Vietnamese.vtt	12.7 KB
106 - Probability Information Theory.mp4	92.8 MB
107 - A Brief History of Probability Theory Dutch.vtt	4.5 KB
107 - A Brief History of Probability Theory English.vtt	4.3 KB
107 - A Brief History of Probability Theory Vietnamese.vtt	5.4 KB
107 - A Brief History of Probability Theory.mp4	21.9 MB
108 - What Probability Theory Is Dutch.vtt	6.5 KB
108 - What Probability Theory Is English.vtt	6.3 KB
108 - What Probability Theory Is Vietnamese.vtt	8.0 KB
108 - What Probability Theory Is.mp4	21.6 MB
109 - Events and Sample Spaces Dutch.vtt	10.1 KB
109 - Events and Sample Spaces English.vtt	10.1 KB
109 - Events and Sample Spaces Vietnamese.vtt	12.8 KB
109 - Events and Sample Spaces.mp4	80.0 MB
110 - Multiple Independent Observations Dutch.vtt	10.9 KB
110 - Multiple Independent Observations English.vtt	10.7 KB
110 - Multiple Independent Observations Vietnamese.vtt	13.4 KB
110 - Multiple Independent Observations.mp4	52.4 MB
111 - Combinatorics Dutch.vtt	8.7 KB
111 - Combinatorics English.vtt	8.7 KB
111 - Combinatorics Vietnamese.vtt	10.7 KB
111 - Combinatorics.mp4	75.8 MB
112 - Exercises on Event Probabilities Dutch.vtt	11.7 KB
112 - Exercises on Event Probabilities English.vtt	11.8 KB
112 - Exercises on Event Probabilities Vietnamese.vtt	14.6 KB
112 - Exercises on Event Probabilities.mp4	62.9 MB
113 - More Lectures are on their Way Dutch.vtt	0.5 KB
113 - More Lectures are on their Way English.vtt	0.6 KB
113 - More Lectures are on their Way Vietnamese.vtt	0.7 KB
113 - More Lectures are on their Way.mp4	8.0 MB
/2 - Tensor Operations/
13 - Segment Intro Dutch.vtt	1.7 KB
13 - Segment Intro English.vtt	1.7 KB
13 - Segment Intro Vietnamese.vtt	2.1 KB
13 - Segment Intro.mp4	3.1 MB
14 - Tensor Transposition Dutch.vtt	3.9 KB
14 - Tensor Transposition English.vtt	3.8 KB
14 - Tensor Transposition Vietnamese.vtt	5.0 KB
14 - Tensor Transposition.mp4	17.2 MB
15 - Basic Tensor Arithmetic incl the Hadamard Product Dutch.vtt	6.2 KB
15 - Basic Tensor Arithmetic incl the Hadamard Product English.vtt	6.1 KB
15 - Basic Tensor Arithmetic incl the Hadamard Product Vietnamese.vtt	8.0 KB
15 - Basic Tensor Arithmetic incl the Hadamard Product.mp4	31.4 MB
16 - Tensor Reduction Dutch.vtt	3.8 KB
16 - Tensor Reduction English.vtt	3.7 KB
16 - Tensor Reduction Vietnamese.vtt	4.8 KB
16 - Tensor Reduction.mp4	12.5 MB
17 - The Dot Product Dutch.vtt	5.8 KB
17 - The Dot Product English.vtt	5.8 KB
17 - The Dot Product Vietnamese.vtt	7.3 KB
17 - The Dot Product.mp4	27.2 MB
18 - Exercises on Tensor Operations Dutch.vtt	2.8 KB
18 - Exercises on Tensor Operations English.vtt	2.8 KB
18 - Exercises on Tensor Operations Vietnamese.vtt	3.4 KB
18 - Exercises on Tensor Operations.mp4	24.5 MB
19 - Solving Linear Systems with Substitution Dutch.vtt	11.0 KB
19 - Solving Linear Systems with Substitution English.vtt	10.8 KB
19 - Solving Linear Systems with Substitution Vietnamese.vtt	12.9 KB
19 - Solving Linear Systems with Substitution.mp4	23.1 MB
20 - Solving Linear Systems with Elimination Dutch.vtt	13.0 KB
20 - Solving Linear Systems with Elimination English.vtt	12.8 KB
20 - Solving Linear Systems with Elimination Vietnamese.vtt	15.2 KB
20 - Solving Linear Systems with Elimination.mp4	27.4 MB
21 - Visualizing Linear Systems Dutch.vtt	12.4 KB
21 - Visualizing Linear Systems English.vtt	12.4 KB
21 - Visualizing Linear Systems Vietnamese.vtt	15.3 KB
21 - Visualizing Linear Systems.mp4	51.9 MB
/3 - Matrix Properties/
22 - Segment Intro Dutch.vtt	2.7 KB
22 - Segment Intro English.vtt	2.6 KB
22 - Segment Intro Vietnamese.vtt	3.3 KB
22 - Segment Intro.mp4	5.0 MB
23 - The Frobenius Norm Dutch.vtt	5.6 KB
23 - The Frobenius Norm English.vtt	5.5 KB
23 - The Frobenius Norm Vietnamese.vtt	7.3 KB
23 - The Frobenius Norm.mp4	27.9 MB
24 - Matrix Multiplication Dutch.vtt	26.4 KB
24 - Matrix Multiplication English.vtt	26.6 KB
24 - Matrix Multiplication Vietnamese.vtt	32.9 KB
24 - Matrix Multiplication.mp4	119.6 MB
25 - Symmetric and Identity Matrices Dutch.vtt	5.2 KB
25 - Symmetric and Identity Matrices English.vtt	5.2 KB
25 - Symmetric and Identity Matrices Vietnamese.vtt	6.6 KB
25 - Symmetric and Identity Matrices.mp4	13.9 MB
26 - Matrix Multiplication Exercises Dutch.vtt	7.4 KB
26 - Matrix Multiplication Exercises English.vtt	7.8 KB
26 - Matrix Multiplication Exercises Vietnamese.vtt	9.4 KB
26 - Matrix Multiplication Exercises.mp4	18.8 MB
27 - Matrix Inversion Dutch.vtt	18.7 KB
27 - Matrix Inversion English.vtt	18.3 KB
27 - Matrix Inversion Vietnamese.vtt	23.4 KB
27 - Matrix Inversion.mp4	135.8 MB
28 - Diagonal Matrices Dutch.vtt	3.5 KB
28 - Diagonal Matrices English.vtt	3.4 KB
28 - Diagonal Matrices Vietnamese.vtt	4.3 KB
28 - Diagonal Matrices.mp4	13.5 MB
29 - Orthogonal Matrices Dutch.vtt	5.8 KB
29 - Orthogonal Matrices English.vtt	5.6 KB
29 - Orthogonal Matrices Vietnamese.vtt	7.3 KB
29 - Orthogonal Matrices.mp4	18.9 MB
30 - Orthogonal Matrix Exercises Dutch.vtt	15.3 KB
30 - Orthogonal Matrix Exercises English.vtt	15.3 KB
30 - Orthogonal Matrix Exercises Vietnamese.vtt	19.1 KB
30 - Orthogonal Matrix Exercises.mp4	99.7 MB
/4 - Eigenvectors and Eigenvalues/
31 - Segment Intro Dutch.vtt	20.1 KB
31 - Segment Intro English.vtt	20.0 KB
31 - Segment Intro Vietnamese.vtt	25.4 KB
31 - Segment Intro.mp4	126.0 MB
32 - Applying Matrices Dutch.vtt	7.6 KB
32 - Applying Matrices English.vtt	7.8 KB
32 - Applying Matrices Vietnamese.vtt	9.5 KB
32 - Applying Matrices.mp4	33.2 MB
33 - Affine Transformations Dutch.vtt	19.5 KB
33 - Affine Transformations English.vtt	19.6 KB
33 - Affine Transformations Vietnamese.vtt	24.4 KB
33 - Affine Transformations.mp4	176.7 MB
34 - Eigenvectors and Eigenvalues Dutch.vtt	26.7 KB
34 - Eigenvectors and Eigenvalues English.vtt	26.2 KB
34 - Eigenvectors and Eigenvalues Vietnamese.vtt	33.3 KB
34 - Eigenvectors and Eigenvalues.mp4	400.5 MB
35 - Matrix Determinants Dutch.vtt	8.2 KB
35 - Matrix Determinants English.vtt	8.2 KB
35 - Matrix Determinants Vietnamese.vtt	10.1 KB
35 - Matrix Determinants.mp4	47.6 MB
36 - Determinants of Larger Matrices Dutch.vtt	8.8 KB
36 - Determinants of Larger Matrices English.vtt	8.9 KB
36 - Determinants of Larger Matrices Vietnamese.vtt	10.7 KB
36 - Determinants of Larger Matrices.mp4	56.5 MB
37 - Determinant Exercises Dutch.vtt	4.8 KB
37 - Determinant Exercises English.vtt	4.9 KB
37 - Determinant Exercises Vietnamese.vtt	5.6 KB
37 - Determinant Exercises.mp4	28.7 MB
38 - Determinants and Eigenvalues Dutch.vtt	15.3 KB
38 - Determinants and Eigenvalues English.vtt	15.1 KB
38 - Determinants and Eigenvalues Vietnamese.vtt	19.1 KB
38 - Determinants and Eigenvalues.mp4	93.7 MB
39 - Eigendecomposition Dutch.vtt	12.1 KB
39 - Eigendecomposition English.vtt	12.0 KB
39 - Eigendecomposition Vietnamese.vtt	14.9 KB
39 - Eigendecomposition.mp4	88.0 MB
40 - Eigenvector and Eigenvalue Applications Dutch.vtt	13.1 KB
40 - Eigenvector and Eigenvalue Applications English.vtt	12.9 KB
40 - Eigenvector and Eigenvalue Applications Vietnamese.vtt	16.3 KB
40 - Eigenvector and Eigenvalue Applications.mp4	79.4 MB
/5 - Matrix Operations for Machine Learning/
41 - Segment Intro Dutch.vtt	3.9 KB
41 - Segment Intro English.vtt	3.8 KB
41 - Segment Intro Vietnamese.vtt	4.7 KB
41 - Segment Intro.mp4	16.5 MB
42 - Singular Value Decomposition Dutch.vtt	10.7 KB
42 - Singular Value Decomposition English.vtt	10.5 KB
42 - Singular Value Decomposition Vietnamese.vtt	12.8 KB
42 - Singular Value Decomposition.mp4	80.4 MB
43 - Data Compression with SVD Dutch.vtt	11.1 KB
43 - Data Compression with SVD English.vtt	11.3 KB
43 - Data Compression with SVD Vietnamese.vtt	14.3 KB
43 - Data Compression with SVD.mp4	101.7 MB
44 - The MoorePenrose Pseudoinverse Dutch.vtt	13.3 KB
44 - The MoorePenrose Pseudoinverse English.vtt	12.9 KB
44 - The MoorePenrose Pseudoinverse Vietnamese.vtt	16.9 KB
44 - The MoorePenrose Pseudoinverse.mp4	102.5 MB
45 - Regression with the Pseudoinverse Dutch.vtt	19.9 KB
45 - Regression with the Pseudoinverse English.vtt	19.9 KB
45 - Regression with the Pseudoinverse Vietnamese.vtt	26.5 KB
45 - Regression with the Pseudoinverse.mp4	140.7 MB
46 - The Trace Operator Dutch.vtt	5.5 KB
46 - The Trace Operator English.vtt	5.3 KB
46 - The Trace Operator Vietnamese.vtt	6.8 KB
46 - The Trace Operator.mp4	40.7 MB
47 - Principal Component Analysis PCA Dutch.vtt	9.2 KB
47 - Principal Component Analysis PCA English.vtt	9.2 KB
47 - Principal Component Analysis PCA Vietnamese.vtt	11.4 KB
47 - Principal Component Analysis PCA.mp4	68.0 MB
48 - Resources for Further Study of Linear Algebra Dutch.vtt	6.4 KB
48 - Resources for Further Study of Linear Algebra English.vtt	6.2 KB
48 - Resources for Further Study of Linear Algebra Vietnamese.vtt	8.0 KB
48 - Resources for Further Study of Linear Algebra.mp4	33.2 MB
/6 - Limits/
49 - Segment Intro Dutch.vtt	4.1 KB
49 - Segment Intro English.vtt	4.1 KB
49 - Segment Intro Vietnamese.vtt	5.4 KB
49 - Segment Intro.mp4	24.8 MB
50 - Intro to Differential Calculus Dutch.vtt	14.2 KB
50 - Intro to Differential Calculus English.vtt	14.5 KB
50 - Intro to Differential Calculus Vietnamese.vtt	18.7 KB
50 - Intro to Differential Calculus.mp4	55.0 MB
51 - Intro to Integral Calculus Dutch.vtt	2.9 KB
51 - Intro to Integral Calculus English.vtt	3.0 KB
51 - Intro to Integral Calculus Vietnamese.vtt	3.8 KB
51 - Intro to Integral Calculus.mp4	16.7 MB
52 - The Method of Exhaustion Dutch.vtt	7.7 KB
52 - The Method of Exhaustion English.vtt	7.5 KB
52 - The Method of Exhaustion Vietnamese.vtt	9.5 KB
52 - The Method of Exhaustion.mp4	56.2 MB
53 - Calculus of the Infinitesimals Dutch.vtt	10.5 KB
53 - Calculus of the Infinitesimals English.vtt	10.6 KB
53 - Calculus of the Infinitesimals Vietnamese.vtt	13.3 KB
53 - Calculus of the Infinitesimals.mp4	79.0 MB
54 - Calculus Applications Dutch.vtt	10.4 KB
54 - Calculus Applications English.vtt	10.3 KB
54 - Calculus Applications Vietnamese.vtt	13.2 KB
54 - Calculus Applications.mp4	73.5 MB
55 - Calculating Limits Dutch.vtt	19.2 KB
55 - Calculating Limits English.vtt	19.2 KB
55 - Calculating Limits Vietnamese.vtt	24.5 KB
55 - Calculating Limits.mp4	107.3 MB
56 - Exercises on Limits Dutch.vtt	6.6 KB
56 - Exercises on Limits English.vtt	6.7 KB
56 - Exercises on Limits Vietnamese.vtt	8.1 KB
56 - Exercises on Limits.mp4	31.9 MB
[CourseClub.Me].url	0.1 KB
[GigaCourse.Com].url	0.0 KB
/7 - Derivatives and Differentiation/
57 - Segment Intro Dutch.vtt	1.4 KB
57 - Segment Intro English.vtt	1.5 KB
57 - Segment Intro Vietnamese.vtt	1.8 KB
57 - Segment Intro.mp4	3.4 MB
58 - The Delta Method Dutch.vtt	16.6 KB
58 - The Delta Method English.vtt	16.5 KB
58 - The Delta Method Vietnamese.vtt	21.1 KB
58 - The Delta Method.mp4	78.9 MB
59 - How Derivatives Arise from Limits Dutch.vtt	14.1 KB
59 - How Derivatives Arise from Limits English.vtt	14.2 KB
59 - How Derivatives Arise from Limits Vietnamese.vtt	18.1 KB
59 - How Derivatives Arise from Limits.mp4	119.5 MB
60 - Derivative Notation Dutch.vtt	4.9 KB
60 - Derivative Notation English.vtt	4.8 KB
60 - Derivative Notation Vietnamese.vtt	6.0 KB
60 - Derivative Notation.mp4	20.5 MB
61 - The Derivative of a Constant Dutch.vtt	1.8 KB
61 - The Derivative of a Constant English.vtt	1.9 KB
61 - The Derivative of a Constant Vietnamese.vtt	2.2 KB
61 - The Derivative of a Constant.mp4	18.6 MB
62 - The Power Rule Dutch.vtt	1.3 KB
62 - The Power Rule English.vtt	1.3 KB
62 - The Power Rule Vietnamese.vtt	1.5 KB
62 - The Power Rule.mp4	4.9 MB
63 - The Constant Multiple Rule Dutch.vtt	3.4 KB
63 - The Constant Multiple Rule English.vtt	3.6 KB
63 - The Constant Multiple Rule Vietnamese.vtt	4.3 KB
63 - The Constant Multiple Rule.mp4	11.6 MB
64 - The Sum Rule Dutch.vtt	2.7 KB
64 - The Sum Rule English.vtt	2.8 KB
64 - The Sum Rule Vietnamese.vtt	3.4 KB
64 - The Sum Rule.mp4	15.5 MB
65 - Exercises on Derivative Rules Dutch.vtt	13.4 KB
65 - Exercises on Derivative Rules English.vtt	13.4 KB
65 - Exercises on Derivative Rules Vietnamese.vtt	16.9 KB
65 - Exercises on Derivative Rules.mp4	56.0 MB
66 - The Product Rule Dutch.vtt	4.3 KB
66 - The Product Rule English.vtt	4.2 KB
66 - The Product Rule Vietnamese.vtt	5.3 KB
66 - The Product Rule.mp4	16.6 MB
67 - The Quotient Rule Dutch.vtt	4.4 KB
67 - The Quotient Rule English.vtt	4.4 KB
67 - The Quotient Rule Vietnamese.vtt	5.4 KB
67 - The Quotient Rule.mp4	14.7 MB
68 - The Chain Rule Dutch.vtt	7.3 KB
68 - The Chain Rule English.vtt	7.2 KB
68 - The Chain Rule Vietnamese.vtt	9.0 KB
68 - The Chain Rule.mp4	28.9 MB
69 - Advanced Exercises on Derivative Rules Dutch.vtt	12.5 KB
69 - Advanced Exercises on Derivative Rules English.vtt	12.7 KB
69 - Advanced Exercises on Derivative Rules Vietnamese.vtt	15.4 KB
69 - Advanced Exercises on Derivative Rules.mp4	67.0 MB
70 - The Power Rule on a Function Chain Dutch.vtt	5.6 KB
70 - The Power Rule on a Function Chain English.vtt	5.5 KB
70 - The Power Rule on a Function Chain Vietnamese.vtt	6.8 KB
70 - The Power Rule on a Function Chain.mp4	35.3 MB
/8 - Automatic Differentiation/
71 - Segment Intro Dutch.vtt	2.2 KB
71 - Segment Intro English.vtt	2.2 KB
71 - Segment Intro Vietnamese.vtt	2.6 KB
71 - Segment Intro.mp4	4.6 MB
72 - What Automatic Differentiation Is Dutch.vtt	5.5 KB
72 - What Automatic Differentiation Is English.vtt	5.4 KB
72 - What Automatic Differentiation Is Vietnamese.vtt	6.4 KB
72 - What Automatic Differentiation Is.mp4	20.3 MB
73 - Autodiff with PyTorch Dutch.vtt	7.0 KB
73 - Autodiff with PyTorch English.vtt	6.9 KB
73 - Autodiff with PyTorch Vietnamese.vtt	8.6 KB
73 - Autodiff with PyTorch.mp4	25.1 MB
74 - Autodiff with TensorFlow Dutch.vtt	4.3 KB
74 - Autodiff with TensorFlow English.vtt	4.2 KB
74 - Autodiff with TensorFlow Vietnamese.vtt	5.6 KB
74 - Autodiff with TensorFlow.mp4	19.8 MB
75 - The Line Equation as a Tensor Graph Dutch.vtt	22.9 KB
75 - The Line Equation as a Tensor Graph English.vtt	22.5 KB
75 - The Line Equation as a Tensor Graph Vietnamese.vtt	29.0 KB
75 - The Line Equation as a Tensor Graph.mp4	212.4 MB
76 - Machine Learning with Autodiff Dutch.vtt	44.1 KB
76 - Machine Learning with Autodiff English.vtt	43.8 KB
76 - Machine Learning with Autodiff Vietnamese.vtt	57.2 KB
76 - Machine Learning with Autodiff.mp4	385.4 MB
/9 - Partial Derivative Calculus/
77 - Segment Intro Dutch.vtt	26.7 KB
77 - Segment Intro English.vtt	26.6 KB
77 - Segment Intro Vietnamese.vtt	33.7 KB
77 - Segment Intro.mp4	230.9 MB
78 - What Partial Derivatives Are Dutch.vtt	32.1 KB
78 - What Partial Derivatives Are English.vtt	32.3 KB
78 - What Partial Derivatives Are Vietnamese.vtt	40.4 KB
78 - What Partial Derivatives Are.mp4	327.2 MB
79 - Partial Derivative Exercises Dutch.vtt	7.1 KB
79 - Partial Derivative Exercises English.vtt	6.9 KB
79 - Partial Derivative Exercises Vietnamese.vtt	8.2 KB
79 - Partial Derivative Exercises.mp4	49.1 MB
80 - Calculating Partial Derivatives with Autodiff Dutch.vtt	6.2 KB
80 - Calculating Partial Derivatives with Autodiff English.vtt	6.2 KB
80 - Calculating Partial Derivatives with Autodiff Vietnamese.vtt	7.6 KB
80 - Calculating Partial Derivatives with Autodiff.mp4	52.2 MB
81 - Advanced Partial Derivatives Dutch.vtt	16.0 KB
81 - Advanced Partial Derivatives English.vtt	15.9 KB
81 - Advanced Partial Derivatives Vietnamese.vtt	19.8 KB
81 - Advanced Partial Derivatives.mp4	75.1 MB
82 - Advanced PartialDerivative Exercises Dutch.vtt	6.9 KB
82 - Advanced PartialDerivative Exercises English.vtt	6.8 KB
82 - Advanced PartialDerivative Exercises Vietnamese.vtt	8.3 KB
82 - Advanced PartialDerivative Exercises.mp4	23.6 MB
83 - Partial Derivative Notation Dutch.vtt	2.9 KB
83 - Partial Derivative Notation English.vtt	2.9 KB
83 - Partial Derivative Notation Vietnamese.vtt	3.4 KB
83 - Partial Derivative Notation.mp4	7.4 MB
84 - The Chain Rule for Partial Derivatives Dutch.vtt	9.7 KB
84 - The Chain Rule for Partial Derivatives English.vtt	9.8 KB
84 - The Chain Rule for Partial Derivatives Vietnamese.vtt	12.3 KB
84 - The Chain Rule for Partial Derivatives.mp4	31.0 MB
85 - Exercises on the Multivariate Chain Rule Dutch.vtt	5.8 KB
85 - Exercises on the Multivariate Chain Rule English.vtt	5.8 KB
85 - Exercises on the Multivariate Chain Rule Vietnamese.vtt	7.1 KB
85 - Exercises on the Multivariate Chain Rule.mp4	24.1 MB
86 - PointbyPoint Regression Dutch.vtt	18.2 KB
86 - PointbyPoint Regression English.vtt	18.1 KB
86 - PointbyPoint Regression Vietnamese.vtt	22.8 KB
86 - PointbyPoint Regression.mp4	162.3 MB
87 - The Gradient of Quadratic Cost Dutch.vtt	17.4 KB
87 - The Gradient of Quadratic Cost English.vtt	16.9 KB
87 - The Gradient of Quadratic Cost Vietnamese.vtt	21.1 KB
87 - The Gradient of Quadratic Cost.mp4	93.4 MB
88 - Descending the Gradient of Cost Dutch.vtt	16.1 KB
88 - Descending the Gradient of Cost English.vtt	15.9 KB
88 - Descending the Gradient of Cost Vietnamese.vtt	20.5 KB
88 - Descending the Gradient of Cost.mp4	129.6 MB
89 - The Gradient of Mean Squared Error Dutch.vtt	29.6 KB
89 - The Gradient of Mean Squared Error English.vtt	29.3 KB
89 - The Gradient of Mean Squared Error Vietnamese.vtt	37.5 KB
89 - The Gradient of Mean Squared Error.mp4	174.5 MB
90 - Backpropagation Dutch.vtt	7.8 KB
90 - Backpropagation English.vtt	7.6 KB
90 - Backpropagation Vietnamese.vtt	9.6 KB
90 - Backpropagation.mp4	39.2 MB
91 - HigherOrder Partial Derivatives Dutch.vtt	14.8 KB
91 - HigherOrder Partial Derivatives English.vtt	14.7 KB
91 - HigherOrder Partial Derivatives Vietnamese.vtt	18.2 KB
91 - HigherOrder Partial Derivatives.mp4	50.9 MB
92 - Exercise on HigherOrder Partial Derivatives Dutch.vtt	3.9 KB
92 - Exercise on HigherOrder Partial Derivatives English.vtt	3.8 KB
92 - Exercise on HigherOrder Partial Derivatives Vietnamese.vtt	4.6 KB
92 - Exercise on HigherOrder Partial Derivatives.mp4	9.3 MB
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[CourseClub.Me].url	0.1 KB
[GigaCourse.Com].url	0.0 KB
Total files 460