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

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

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收录时间：2024-06-30
最近下载：2025-08-31

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文件列表

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