[Tutorialsplanet.NET] Udemy - Mathematical Foundations of Machine Learning

Creation Time	Aug. 28, 2023, 11:03 a.m.
Last Access Time	Dec. 9, 2024, 10:58 a.m.
File Size	6.5 GB
Keywords	Tutorialsplanet Mathematical of - Udemy Machine Learning Foundations NET
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Total Files	455
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4 - Eigenvectors and Eigenvalues/34 - Eigenvectors and Eigenvalues.mp4 381.9 MB
8 - Automatic Differentiation/76 - Machine Learning with Autodiff.mp4 367.6 MB
9 - Partial Derivative Calculus/78 - What Partial Derivatives Are.mp4 312.1 MB
9 - Partial Derivative Calculus/77 - Segment Intro.mp4 220.2 MB
8 - Automatic Differentiation/75 - The Line Equation as a Tensor Graph.mp4 202.5 MB
4 - Eigenvectors and Eigenvalues/33 - Affine Transformations.mp4 168.5 MB
9 - Partial Derivative Calculus/89 - The Gradient of Mean Squared Error.mp4 166.5 MB
1 - Data Structures for Linear Algebra/6 - Scalars.mp4 159.7 MB
9 - Partial Derivative Calculus/86 - PointbyPoint Regression.mp4 154.7 MB
5 - Matrix Operations for Machine Learning/45 - Regression with the Pseudoinverse.mp4 134.2 MB
1 - Data Structures for Linear Algebra/2 - What Linear Algebra Is.mp4 133.0 MB
3 - Matrix Properties/27 - Matrix Inversion.mp4 129.5 MB
9 - Partial Derivative Calculus/88 - Descending the Gradient of Cost.mp4 123.6 MB
4 - Eigenvectors and Eigenvalues/31 - Segment Intro.mp4 120.1 MB
3 - Matrix Properties/24 - Matrix Multiplication.mp4 114.1 MB
7 - Derivatives and Differentiation/59 - How Derivatives Arise from Limits.mp4 114.0 MB
1 - Data Structures for Linear Algebra/8 - Norms and Unit Vectors.mp4 107.4 MB
6 - Limits/55 - Calculating Limits.mp4 102.4 MB
5 - Matrix Operations for Machine Learning/44 - The MoorePenrose Pseudoinverse.mp4 97.7 MB
5 - Matrix Operations for Machine Learning/43 - Data Compression with SVD.mp4 97.0 MB
3 - Matrix Properties/30 - Orthogonal Matrix Exercises.mp4 95.1 MB
4 - Eigenvectors and Eigenvalues/38 - Determinants and Eigenvalues.mp4 89.3 MB
9 - Partial Derivative Calculus/87 - The Gradient of Quadratic Cost.mp4 89.1 MB
11 - Probability/106 - Probability Information Theory.mp4 88.5 MB
4 - Eigenvectors and Eigenvalues/39 - Eigendecomposition.mp4 83.9 MB
1 - Data Structures for Linear Algebra/10 - Matrix Tensors.mp4 82.1 MB
1 - Data Structures for Linear Algebra/7 - Vectors and Vector Transposition.mp4 82.0 MB
5 - Matrix Operations for Machine Learning/42 - Singular Value Decomposition.mp4 76.6 MB
11 - Probability/109 - Events and Sample Spaces.mp4 76.3 MB
4 - Eigenvectors and Eigenvalues/40 - Eigenvector and Eigenvalue Applications.mp4 75.8 MB
6 - Limits/53 - Calculus of the Infinitesimals.mp4 75.3 MB
7 - Derivatives and Differentiation/58 - The Delta Method.mp4 75.3 MB
11 - Probability/111 - Combinatorics.mp4 72.3 MB
9 - Partial Derivative Calculus/81 - Advanced Partial Derivatives.mp4 71.6 MB
6 - Limits/54 - Calculus Applications.mp4 70.1 MB
1 - Data Structures for Linear Algebra/3 - Plotting a System of Linear Equations.mp4 69.4 MB
10 - Integral Calculus/105 - Congratulations.mp4 66.8 MB
5 - Matrix Operations for Machine Learning/47 - Principal Component Analysis PCA.mp4 64.8 MB
7 - Derivatives and Differentiation/69 - Advanced Exercises on Derivative Rules.mp4 63.9 MB
11 - Probability/112 - Exercises on Event Probabilities.mp4 60.0 MB
4 - Eigenvectors and Eigenvalues/36 - Determinants of Larger Matrices.mp4 53.9 MB
6 - Limits/52 - The Method of Exhaustion.mp4 53.6 MB
7 - Derivatives and Differentiation/65 - Exercises on Derivative Rules.mp4 53.4 MB
6 - Limits/50 - Intro to Differential Calculus.mp4 52.5 MB
11 - Probability/110 - Multiple Independent Observations.mp4 50.0 MB
9 - Partial Derivative Calculus/80 - Calculating Partial Derivatives with Autodiff.mp4 49.8 MB
2 - Tensor Operations/21 - Visualizing Linear Systems.mp4 49.5 MB
9 - Partial Derivative Calculus/91 - HigherOrder Partial Derivatives.mp4 48.5 MB
9 - Partial Derivative Calculus/79 - Partial Derivative Exercises.mp4 46.8 MB
1 - Data Structures for Linear Algebra/11 - Generic Tensor Notation.mp4 46.1 MB
4 - Eigenvectors and Eigenvalues/35 - Matrix Determinants.mp4 45.4 MB
1 - Data Structures for Linear Algebra/4 - Linear Algebra Exercise.mp4 42.3 MB
5 - Matrix Operations for Machine Learning/46 - The Trace Operator.mp4 38.8 MB
9 - Partial Derivative Calculus/90 - Backpropagation.mp4 37.3 MB
10 - Integral Calculus/97 - What Integral Calculus Is.mp4 36.8 MB
7 - Derivatives and Differentiation/70 - The Power Rule on a Function Chain.mp4 33.7 MB
5 - Matrix Operations for Machine Learning/48 - Resources for Further Study of Linear Algebra.mp4 31.7 MB
4 - Eigenvectors and Eigenvalues/32 - Applying Matrices.mp4 31.6 MB
6 - Limits/56 - Exercises on Limits.mp4 30.4 MB
2 - Tensor Operations/15 - Basic Tensor Arithmetic incl the Hadamard Product.mp4 30.0 MB
9 - Partial Derivative Calculus/84 - The Chain Rule for Partial Derivatives.mp4 29.6 MB
10 - Integral Calculus/102 - Definite Integral Exercise.mp4 29.4 MB
10 - Integral Calculus/96 - The ReceiverOperating Characteristic ROC Curve.mp4 28.0 MB
7 - Derivatives and Differentiation/68 - The Chain Rule.mp4 27.5 MB
4 - Eigenvectors and Eigenvalues/37 - Determinant Exercises.mp4 27.4 MB
3 - Matrix Properties/23 - The Frobenius Norm.mp4 26.6 MB
2 - Tensor Operations/20 - Solving Linear Systems with Elimination.mp4 26.1 MB
2 - Tensor Operations/17 - The Dot Product.mp4 26.0 MB
10 - Integral Calculus/94 - Binary Classification.mp4 24.2 MB
8 - Automatic Differentiation/73 - Autodiff with PyTorch.mp4 23.9 MB
6 - Limits/49 - Segment Intro.mp4 23.7 MB
2 - Tensor Operations/18 - Exercises on Tensor Operations.mp4 23.3 MB
9 - Partial Derivative Calculus/85 - Exercises on the Multivariate Chain Rule.mp4 23.0 MB
9 - Partial Derivative Calculus/82 - Advanced PartialDerivative Exercises.mp4 22.5 MB
2 - Tensor Operations/19 - Solving Linear Systems with Substitution.mp4 22.1 MB
10 - Integral Calculus/101 - Numeric Integration with Python.mp4 21.6 MB
11 - Probability/107 - A Brief History of Probability Theory.mp4 20.9 MB
11 - Probability/108 - What Probability Theory Is.mp4 20.6 MB
7 - Derivatives and Differentiation/60 - Derivative Notation.mp4 19.6 MB
8 - Automatic Differentiation/72 - What Automatic Differentiation Is.mp4 19.4 MB
8 - Automatic Differentiation/74 - Autodiff with TensorFlow.mp4 18.9 MB
10 - Integral Calculus/100 - Definite Integrals.mp4 18.4 MB
3 - Matrix Properties/29 - Orthogonal Matrices.mp4 18.1 MB
3 - Matrix Properties/26 - Matrix Multiplication Exercises.mp4 17.9 MB
7 - Derivatives and Differentiation/61 - The Derivative of a Constant.mp4 17.8 MB
2 - Tensor Operations/14 - Tensor Transposition.mp4 16.4 MB
6 - Limits/51 - Intro to Integral Calculus.mp4 15.9 MB
7 - Derivatives and Differentiation/66 - The Product Rule.mp4 15.8 MB
5 - Matrix Operations for Machine Learning/41 - Segment Intro.mp4 15.8 MB
7 - Derivatives and Differentiation/64 - The Sum Rule.mp4 14.8 MB
1 - Data Structures for Linear Algebra/5 - Tensors.mp4 14.7 MB
7 - Derivatives and Differentiation/67 - The Quotient Rule.mp4 14.0 MB
1 - Data Structures for Linear Algebra/9 - Basis Orthogonal and Orthonormal Vectors.mp4 14.0 MB
3 - Matrix Properties/25 - Symmetric and Identity Matrices.mp4 13.3 MB
10 - Integral Calculus/98 - The Integral Calculus Rules.mp4 12.9 MB
3 - Matrix Properties/28 - Diagonal Matrices.mp4 12.9 MB
10 - Integral Calculus/103 - Finding the Area Under the ROC Curve.mp4 12.4 MB
2 - Tensor Operations/16 - Tensor Reduction.mp4 12.0 MB
10 - Integral Calculus/104 - Resources for the Further Study of Calculus.mp4 11.8 MB
1 - Data Structures for Linear Algebra/12 - Exercises on Algebra Data Structures.mp4 11.1 MB
7 - Derivatives and Differentiation/63 - The Constant Multiple Rule.mp4 11.1 MB
9 - Partial Derivative Calculus/92 - Exercise on HigherOrder Partial Derivatives.mp4 8.8 MB
11 - Probability/113 - More Lectures are on their Way.mp4 7.6 MB
10 - Integral Calculus/99 - Indefinite Integral Exercises.mp4 7.3 MB
9 - Partial Derivative Calculus/83 - Partial Derivative Notation.mp4 7.1 MB
10 - Integral Calculus/93 - Segment Intro.mp4 6.4 MB
10 - Integral Calculus/95 - The Confusion Matrix.mp4 6.1 MB
3 - Matrix Properties/22 - Segment Intro.mp4 4.7 MB
7 - Derivatives and Differentiation/62 - The Power Rule.mp4 4.6 MB
8 - Automatic Differentiation/71 - Segment Intro.mp4 4.4 MB
7 - Derivatives and Differentiation/57 - Segment Intro.mp4 3.2 MB
2 - Tensor Operations/13 - Segment Intro.mp4 2.9 MB
8 - Automatic Differentiation/76 - Machine Learning with Autodiff Vietnamese.vtt 55.9 KB
8 - Automatic Differentiation/76 - Machine Learning with Autodiff Dutch.vtt 43.1 KB
8 - Automatic Differentiation/76 - Machine Learning with Autodiff English.vtt 42.7 KB
9 - Partial Derivative Calculus/78 - What Partial Derivatives Are Vietnamese.vtt 39.4 KB
9 - Partial Derivative Calculus/89 - The Gradient of Mean Squared Error Vietnamese.vtt 36.6 KB
9 - Partial Derivative Calculus/77 - Segment Intro Vietnamese.vtt 32.9 KB
4 - Eigenvectors and Eigenvalues/34 - Eigenvectors and Eigenvalues Vietnamese.vtt 32.6 KB
1 - Data Structures for Linear Algebra/2 - What Linear Algebra Is Vietnamese.vtt 32.2 KB
3 - Matrix Properties/24 - Matrix Multiplication Vietnamese.vtt 32.1 KB
9 - Partial Derivative Calculus/78 - What Partial Derivatives Are English.vtt 31.5 KB
9 - Partial Derivative Calculus/78 - What Partial Derivatives Are Dutch.vtt 31.4 KB
9 - Partial Derivative Calculus/89 - The Gradient of Mean Squared Error Dutch.vtt 28.9 KB
9 - Partial Derivative Calculus/89 - The Gradient of Mean Squared Error English.vtt 28.6 KB
8 - Automatic Differentiation/75 - The Line Equation as a Tensor Graph Vietnamese.vtt 28.4 KB
9 - Partial Derivative Calculus/77 - Segment Intro Dutch.vtt 26.1 KB
4 - Eigenvectors and Eigenvalues/34 - Eigenvectors and Eigenvalues Dutch.vtt 26.1 KB
1 - Data Structures for Linear Algebra/2 - What Linear Algebra Is Dutch.vtt 26.1 KB
3 - Matrix Properties/24 - Matrix Multiplication English.vtt 26.0 KB
9 - Partial Derivative Calculus/77 - Segment Intro English.vtt 26.0 KB
5 - Matrix Operations for Machine Learning/45 - Regression with the Pseudoinverse Vietnamese.vtt 25.9 KB
3 - Matrix Properties/24 - Matrix Multiplication Dutch.vtt 25.8 KB
4 - Eigenvectors and Eigenvalues/34 - Eigenvectors and Eigenvalues English.vtt 25.6 KB
1 - Data Structures for Linear Algebra/2 - What Linear Algebra Is English.vtt 25.4 KB
4 - Eigenvectors and Eigenvalues/31 - Segment Intro Vietnamese.vtt 24.8 KB
6 - Limits/55 - Calculating Limits Vietnamese.vtt 23.9 KB
4 - Eigenvectors and Eigenvalues/33 - Affine Transformations Vietnamese.vtt 23.9 KB
3 - Matrix Properties/27 - Matrix Inversion Vietnamese.vtt 22.8 KB
8 - Automatic Differentiation/75 - The Line Equation as a Tensor Graph Dutch.vtt 22.3 KB
9 - Partial Derivative Calculus/86 - PointbyPoint Regression Vietnamese.vtt 22.3 KB
8 - Automatic Differentiation/75 - The Line Equation as a Tensor Graph English.vtt 22.0 KB
7 - Derivatives and Differentiation/58 - The Delta Method Vietnamese.vtt 20.6 KB
9 - Partial Derivative Calculus/87 - The Gradient of Quadratic Cost Vietnamese.vtt 20.6 KB
9 - Partial Derivative Calculus/88 - Descending the Gradient of Cost Vietnamese.vtt 20.0 KB
4 - Eigenvectors and Eigenvalues/31 - Segment Intro Dutch.vtt 19.6 KB
1 - Data Structures for Linear Algebra/8 - Norms and Unit Vectors Vietnamese.vtt 19.6 KB
4 - Eigenvectors and Eigenvalues/31 - Segment Intro English.vtt 19.5 KB
5 - Matrix Operations for Machine Learning/45 - Regression with the Pseudoinverse Dutch.vtt 19.5 KB
5 - Matrix Operations for Machine Learning/45 - Regression with the Pseudoinverse English.vtt 19.5 KB
9 - Partial Derivative Calculus/81 - Advanced Partial Derivatives Vietnamese.vtt 19.4 KB
4 - Eigenvectors and Eigenvalues/33 - Affine Transformations English.vtt 19.1 KB
4 - Eigenvectors and Eigenvalues/33 - Affine Transformations Dutch.vtt 19.0 KB
1 - Data Structures for Linear Algebra/6 - Scalars Vietnamese.vtt 18.8 KB
6 - Limits/55 - Calculating Limits Dutch.vtt 18.7 KB
6 - Limits/55 - Calculating Limits English.vtt 18.7 KB
3 - Matrix Properties/30 - Orthogonal Matrix Exercises Vietnamese.vtt 18.6 KB
4 - Eigenvectors and Eigenvalues/38 - Determinants and Eigenvalues Vietnamese.vtt 18.6 KB
3 - Matrix Properties/27 - Matrix Inversion Dutch.vtt 18.3 KB
6 - Limits/50 - Intro to Differential Calculus Vietnamese.vtt 18.3 KB
3 - Matrix Properties/27 - Matrix Inversion English.vtt 17.9 KB
9 - Partial Derivative Calculus/91 - HigherOrder Partial Derivatives Vietnamese.vtt 17.8 KB
9 - Partial Derivative Calculus/86 - PointbyPoint Regression Dutch.vtt 17.8 KB
7 - Derivatives and Differentiation/59 - How Derivatives Arise from Limits Vietnamese.vtt 17.7 KB
9 - Partial Derivative Calculus/86 - PointbyPoint Regression English.vtt 17.6 KB
9 - Partial Derivative Calculus/87 - The Gradient of Quadratic Cost Dutch.vtt 17.0 KB
9 - Partial Derivative Calculus/87 - The Gradient of Quadratic Cost English.vtt 16.5 KB
5 - Matrix Operations for Machine Learning/44 - The MoorePenrose Pseudoinverse Vietnamese.vtt 16.5 KB
7 - Derivatives and Differentiation/65 - Exercises on Derivative Rules Vietnamese.vtt 16.5 KB
7 - Derivatives and Differentiation/58 - The Delta Method Dutch.vtt 16.2 KB
7 - Derivatives and Differentiation/58 - The Delta Method English.vtt 16.2 KB
4 - Eigenvectors and Eigenvalues/40 - Eigenvector and Eigenvalue Applications Vietnamese.vtt 15.9 KB
9 - Partial Derivative Calculus/88 - Descending the Gradient of Cost Dutch.vtt 15.7 KB
9 - Partial Derivative Calculus/81 - Advanced Partial Derivatives Dutch.vtt 15.7 KB
1 - Data Structures for Linear Algebra/8 - Norms and Unit Vectors Dutch.vtt 15.6 KB
9 - Partial Derivative Calculus/88 - Descending the Gradient of Cost English.vtt 15.6 KB
9 - Partial Derivative Calculus/81 - Advanced Partial Derivatives English.vtt 15.5 KB
1 - Data Structures for Linear Algebra/8 - Norms and Unit Vectors English.vtt 15.3 KB
1 - Data Structures for Linear Algebra/7 - Vectors and Vector Transposition Vietnamese.vtt 15.3 KB
7 - Derivatives and Differentiation/69 - Advanced Exercises on Derivative Rules Vietnamese.vtt 15.1 KB
2 - Tensor Operations/21 - Visualizing Linear Systems Vietnamese.vtt 15.0 KB
4 - Eigenvectors and Eigenvalues/38 - Determinants and Eigenvalues Dutch.vtt 15.0 KB
3 - Matrix Properties/30 - Orthogonal Matrix Exercises English.vtt 15.0 KB
3 - Matrix Properties/30 - Orthogonal Matrix Exercises Dutch.vtt 14.9 KB
2 - Tensor Operations/20 - Solving Linear Systems with Elimination Vietnamese.vtt 14.9 KB
1 - Data Structures for Linear Algebra/6 - Scalars Dutch.vtt 14.8 KB
4 - Eigenvectors and Eigenvalues/38 - Determinants and Eigenvalues English.vtt 14.7 KB
4 - Eigenvectors and Eigenvalues/39 - Eigendecomposition Vietnamese.vtt 14.6 KB
10 - Integral Calculus/96 - The ReceiverOperating Characteristic ROC Curve Vietnamese.vtt 14.6 KB
9 - Partial Derivative Calculus/91 - HigherOrder Partial Derivatives Dutch.vtt 14.4 KB
1 - Data Structures for Linear Algebra/6 - Scalars English.vtt 14.4 KB
9 - Partial Derivative Calculus/91 - HigherOrder Partial Derivatives English.vtt 14.4 KB
11 - Probability/112 - Exercises on Event Probabilities Vietnamese.vtt 14.2 KB
6 - Limits/50 - Intro to Differential Calculus English.vtt 14.2 KB
5 - Matrix Operations for Machine Learning/43 - Data Compression with SVD Vietnamese.vtt 14.0 KB
6 - Limits/50 - Intro to Differential Calculus Dutch.vtt 13.9 KB
7 - Derivatives and Differentiation/59 - How Derivatives Arise from Limits English.vtt 13.9 KB
7 - Derivatives and Differentiation/59 - How Derivatives Arise from Limits Dutch.vtt 13.7 KB
10 - Integral Calculus/94 - Binary Classification Vietnamese.vtt 13.6 KB
1 - Data Structures for Linear Algebra/3 - Plotting a System of Linear Equations Vietnamese.vtt 13.2 KB
7 - Derivatives and Differentiation/65 - Exercises on Derivative Rules Dutch.vtt 13.1 KB
7 - Derivatives and Differentiation/65 - Exercises on Derivative Rules English.vtt 13.1 KB
11 - Probability/110 - Multiple Independent Observations Vietnamese.vtt 13.1 KB
6 - Limits/53 - Calculus of the Infinitesimals Vietnamese.vtt 13.0 KB
5 - Matrix Operations for Machine Learning/44 - The MoorePenrose Pseudoinverse Dutch.vtt 13.0 KB
6 - Limits/54 - Calculus Applications Vietnamese.vtt 12.9 KB
4 - Eigenvectors and Eigenvalues/40 - Eigenvector and Eigenvalue Applications Dutch.vtt 12.8 KB
2 - Tensor Operations/20 - Solving Linear Systems with Elimination Dutch.vtt 12.7 KB
2 - Tensor Operations/19 - Solving Linear Systems with Substitution Vietnamese.vtt 12.6 KB
5 - Matrix Operations for Machine Learning/44 - The MoorePenrose Pseudoinverse English.vtt 12.6 KB
4 - Eigenvectors and Eigenvalues/40 - Eigenvector and Eigenvalue Applications English.vtt 12.6 KB
5 - Matrix Operations for Machine Learning/42 - Singular Value Decomposition Vietnamese.vtt 12.5 KB
2 - Tensor Operations/20 - Solving Linear Systems with Elimination English.vtt 12.5 KB
11 - Probability/109 - Events and Sample Spaces Vietnamese.vtt 12.5 KB
7 - Derivatives and Differentiation/69 - Advanced Exercises on Derivative Rules English.vtt 12.4 KB
11 - Probability/106 - Probability Information Theory Vietnamese.vtt 12.4 KB
7 - Derivatives and Differentiation/69 - Advanced Exercises on Derivative Rules Dutch.vtt 12.3 KB
2 - Tensor Operations/21 - Visualizing Linear Systems Dutch.vtt 12.1 KB
1 - Data Structures for Linear Algebra/7 - Vectors and Vector Transposition Dutch.vtt 12.1 KB
2 - Tensor Operations/21 - Visualizing Linear Systems English.vtt 12.1 KB
1 - Data Structures for Linear Algebra/7 - Vectors and Vector Transposition English.vtt 12.0 KB
9 - Partial Derivative Calculus/84 - The Chain Rule for Partial Derivatives Vietnamese.vtt 12.0 KB
4 - Eigenvectors and Eigenvalues/39 - Eigendecomposition Dutch.vtt 11.8 KB
4 - Eigenvectors and Eigenvalues/39 - Eigendecomposition English.vtt 11.7 KB
11 - Probability/112 - Exercises on Event Probabilities English.vtt 11.6 KB
11 - Probability/112 - Exercises on Event Probabilities Dutch.vtt 11.4 KB
10 - Integral Calculus/96 - The ReceiverOperating Characteristic ROC Curve English.vtt 11.4 KB
10 - Integral Calculus/96 - The ReceiverOperating Characteristic ROC Curve Dutch.vtt 11.3 KB
1 - Data Structures for Linear Algebra/10 - Matrix Tensors Vietnamese.vtt 11.2 KB
5 - Matrix Operations for Machine Learning/47 - Principal Component Analysis PCA Vietnamese.vtt 11.2 KB
10 - Integral Calculus/94 - Binary Classification Dutch.vtt 11.0 KB
5 - Matrix Operations for Machine Learning/43 - Data Compression with SVD English.vtt 11.0 KB
5 - Matrix Operations for Machine Learning/43 - Data Compression with SVD Dutch.vtt 10.9 KB
10 - Integral Calculus/94 - Binary Classification English.vtt 10.8 KB
2 - Tensor Operations/19 - Solving Linear Systems with Substitution Dutch.vtt 10.8 KB
11 - Probability/110 - Multiple Independent Observations Dutch.vtt 10.7 KB
2 - Tensor Operations/19 - Solving Linear Systems with Substitution English.vtt 10.6 KB
4 - Eigenvectors and Eigenvalues/36 - Determinants of Larger Matrices Vietnamese.vtt 10.5 KB
5 - Matrix Operations for Machine Learning/42 - Singular Value Decomposition Dutch.vtt 10.5 KB
11 - Probability/111 - Combinatorics Vietnamese.vtt 10.4 KB
11 - Probability/110 - Multiple Independent Observations English.vtt 10.4 KB
6 - Limits/53 - Calculus of the Infinitesimals English.vtt 10.4 KB
1 - Data Structures for Linear Algebra/3 - Plotting a System of Linear Equations English.vtt 10.3 KB
1 - Data Structures for Linear Algebra/3 - Plotting a System of Linear Equations Dutch.vtt 10.3 KB
6 - Limits/53 - Calculus of the Infinitesimals Dutch.vtt 10.2 KB
5 - Matrix Operations for Machine Learning/42 - Singular Value Decomposition English.vtt 10.2 KB
6 - Limits/54 - Calculus Applications Dutch.vtt 10.2 KB
6 - Limits/54 - Calculus Applications English.vtt 10.1 KB
11 - Probability/109 - Events and Sample Spaces English.vtt 9.9 KB
4 - Eigenvectors and Eigenvalues/35 - Matrix Determinants Vietnamese.vtt 9.9 KB
11 - Probability/106 - Probability Information Theory English.vtt 9.9 KB
11 - Probability/106 - Probability Information Theory Dutch.vtt 9.9 KB
11 - Probability/109 - Events and Sample Spaces Dutch.vtt 9.8 KB
1 - Data Structures for Linear Algebra/11 - Generic Tensor Notation Vietnamese.vtt 9.5 KB
9 - Partial Derivative Calculus/84 - The Chain Rule for Partial Derivatives English.vtt 9.5 KB
9 - Partial Derivative Calculus/84 - The Chain Rule for Partial Derivatives Dutch.vtt 9.5 KB
9 - Partial Derivative Calculus/90 - Backpropagation Vietnamese.vtt 9.4 KB
4 - Eigenvectors and Eigenvalues/32 - Applying Matrices Vietnamese.vtt 9.3 KB
6 - Limits/52 - The Method of Exhaustion Vietnamese.vtt 9.3 KB
10 - Integral Calculus/100 - Definite Integrals Vietnamese.vtt 9.3 KB
3 - Matrix Properties/26 - Matrix Multiplication Exercises Vietnamese.vtt 9.2 KB
5 - Matrix Operations for Machine Learning/47 - Principal Component Analysis PCA Dutch.vtt 9.0 KB
5 - Matrix Operations for Machine Learning/47 - Principal Component Analysis PCA English.vtt 9.0 KB
1 - Data Structures for Linear Algebra/10 - Matrix Tensors Dutch.vtt 8.9 KB
7 - Derivatives and Differentiation/68 - The Chain Rule Vietnamese.vtt 8.8 KB
1 - Data Structures for Linear Algebra/10 - Matrix Tensors English.vtt 8.7 KB
10 - Integral Calculus/97 - What Integral Calculus Is Vietnamese.vtt 8.7 KB
4 - Eigenvectors and Eigenvalues/36 - Determinants of Larger Matrices English.vtt 8.7 KB
4 - Eigenvectors and Eigenvalues/36 - Determinants of Larger Matrices Dutch.vtt 8.6 KB
11 - Probability/111 - Combinatorics Dutch.vtt 8.5 KB
11 - Probability/111 - Combinatorics English.vtt 8.5 KB
10 - Integral Calculus/98 - The Integral Calculus Rules Vietnamese.vtt 8.5 KB
8 - Automatic Differentiation/73 - Autodiff with PyTorch Vietnamese.vtt 8.4 KB
9 - Partial Derivative Calculus/82 - Advanced PartialDerivative Exercises Vietnamese.vtt 8.1 KB
4 - Eigenvectors and Eigenvalues/35 - Matrix Determinants Dutch.vtt 8.0 KB
4 - Eigenvectors and Eigenvalues/35 - Matrix Determinants English.vtt 8.0 KB
9 - Partial Derivative Calculus/79 - Partial Derivative Exercises Vietnamese.vtt 8.0 KB
6 - Limits/56 - Exercises on Limits Vietnamese.vtt 7.9 KB
5 - Matrix Operations for Machine Learning/48 - Resources for Further Study of Linear Algebra Vietnamese.vtt 7.8 KB
11 - Probability/108 - What Probability Theory Is Vietnamese.vtt 7.8 KB
2 - Tensor Operations/15 - Basic Tensor Arithmetic incl the Hadamard Product Vietnamese.vtt 7.8 KB
1 - Data Structures for Linear Algebra/11 - Generic Tensor Notation Dutch.vtt 7.7 KB
4 - Eigenvectors and Eigenvalues/32 - Applying Matrices English.vtt 7.6 KB
9 - Partial Derivative Calculus/90 - Backpropagation Dutch.vtt 7.6 KB
3 - Matrix Properties/26 - Matrix Multiplication Exercises English.vtt 7.6 KB
1 - Data Structures for Linear Algebra/11 - Generic Tensor Notation English.vtt 7.5 KB
6 - Limits/52 - The Method of Exhaustion Dutch.vtt 7.5 KB
4 - Eigenvectors and Eigenvalues/32 - Applying Matrices Dutch.vtt 7.5 KB
9 - Partial Derivative Calculus/90 - Backpropagation English.vtt 7.4 KB
9 - Partial Derivative Calculus/80 - Calculating Partial Derivatives with Autodiff Vietnamese.vtt 7.4 KB
6 - Limits/52 - The Method of Exhaustion English.vtt 7.3 KB
1 - Data Structures for Linear Algebra/4 - Linear Algebra Exercise Vietnamese.vtt 7.3 KB
10 - Integral Calculus/100 - Definite Integrals English.vtt 7.2 KB
3 - Matrix Properties/26 - Matrix Multiplication Exercises Dutch.vtt 7.2 KB
2 - Tensor Operations/17 - The Dot Product Vietnamese.vtt 7.2 KB
10 - Integral Calculus/100 - Definite Integrals Dutch.vtt 7.2 KB
3 - Matrix Properties/23 - The Frobenius Norm Vietnamese.vtt 7.1 KB
3 - Matrix Properties/29 - Orthogonal Matrices Vietnamese.vtt 7.1 KB
7 - Derivatives and Differentiation/68 - The Chain Rule Dutch.vtt 7.1 KB
7 - Derivatives and Differentiation/68 - The Chain Rule English.vtt 7.0 KB
9 - Partial Derivative Calculus/85 - Exercises on the Multivariate Chain Rule Vietnamese.vtt 6.9 KB
9 - Partial Derivative Calculus/79 - Partial Derivative Exercises Dutch.vtt 6.9 KB
8 - Automatic Differentiation/73 - Autodiff with PyTorch Dutch.vtt 6.9 KB
10 - Integral Calculus/98 - The Integral Calculus Rules Dutch.vtt 6.7 KB
10 - Integral Calculus/98 - The Integral Calculus Rules English.vtt 6.7 KB
8 - Automatic Differentiation/73 - Autodiff with PyTorch English.vtt 6.7 KB
9 - Partial Derivative Calculus/79 - Partial Derivative Exercises English.vtt 6.7 KB
9 - Partial Derivative Calculus/82 - Advanced PartialDerivative Exercises Dutch.vtt 6.7 KB
10 - Integral Calculus/101 - Numeric Integration with Python Vietnamese.vtt 6.7 KB
5 - Matrix Operations for Machine Learning/46 - The Trace Operator Vietnamese.vtt 6.7 KB
10 - Integral Calculus/97 - What Integral Calculus Is Dutch.vtt 6.7 KB
10 - Integral Calculus/97 - What Integral Calculus Is English.vtt 6.6 KB
7 - Derivatives and Differentiation/70 - The Power Rule on a Function Chain Vietnamese.vtt 6.6 KB
9 - Partial Derivative Calculus/82 - Advanced PartialDerivative Exercises English.vtt 6.6 KB
6 - Limits/56 - Exercises on Limits English.vtt 6.5 KB
6 - Limits/56 - Exercises on Limits Dutch.vtt 6.4 KB
3 - Matrix Properties/25 - Symmetric and Identity Matrices Vietnamese.vtt 6.4 KB
11 - Probability/108 - What Probability Theory Is Dutch.vtt 6.4 KB
8 - Automatic Differentiation/72 - What Automatic Differentiation Is Vietnamese.vtt 6.3 KB
5 - Matrix Operations for Machine Learning/48 - Resources for Further Study of Linear Algebra Dutch.vtt 6.3 KB
1 - Data Structures for Linear Algebra/9 - Basis Orthogonal and Orthonormal Vectors Vietnamese.vtt 6.2 KB
11 - Probability/108 - What Probability Theory Is English.vtt 6.2 KB
9 - Partial Derivative Calculus/80 - Calculating Partial Derivatives with Autodiff Dutch.vtt 6.1 KB
5 - Matrix Operations for Machine Learning/48 - Resources for Further Study of Linear Algebra English.vtt 6.1 KB
2 - Tensor Operations/15 - Basic Tensor Arithmetic incl the Hadamard Product Dutch.vtt 6.1 KB
9 - Partial Derivative Calculus/80 - Calculating Partial Derivatives with Autodiff English.vtt 6.0 KB
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2 - Tensor Operations/15 - Basic Tensor Arithmetic incl the Hadamard Product English.vtt 6.0 KB
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