[ FreeCourseWeb.com ] Udemy - Mathematical Foundations of Machine Learning (Update)

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~Get Your Files Here !/4. Eigenvectors and Eigenvalues/4. Eigenvectors and Eigenvalues.mp4 381.9 MB
~Get Your Files Here !/4. Eigenvectors and Eigenvalues/3. Affine Transformations.mp4 168.5 MB
~Get Your Files Here !/1. Data Structures for Linear Algebra/5. Scalars.mp4 159.7 MB
~Get Your Files Here !/5. Matrix Operations for Machine Learning/5. Regression with the Pseudoinverse.mp4 134.2 MB
~Get Your Files Here !/1. Data Structures for Linear Algebra/1. What Linear Algebra Is.mp4 133.0 MB
~Get Your Files Here !/3. Matrix Properties/6. Matrix Inversion.mp4 129.5 MB
~Get Your Files Here !/3. Matrix Properties/3. Matrix Multiplication.mp4 114.1 MB
~Get Your Files Here !/7. Derivatives and Differentiation/3. How Derivatives Arise from Limits.mp4 114.0 MB
~Get Your Files Here !/1. Data Structures for Linear Algebra/7. Norms and Unit Vectors.mp4 107.4 MB
~Get Your Files Here !/6. Limits/7. Calculating Limits.mp4 102.4 MB
~Get Your Files Here !/4. Eigenvectors and Eigenvalues/1. Segment Intro.mp4 101.5 MB
~Get Your Files Here !/5. Matrix Operations for Machine Learning/4. The Moore-Penrose Pseudoinverse.mp4 97.7 MB
~Get Your Files Here !/5. Matrix Operations for Machine Learning/3. Data Compression with SVD.mp4 97.0 MB
~Get Your Files Here !/4. Eigenvectors and Eigenvalues/8. Determinants and Eigenvalues.mp4 89.3 MB
~Get Your Files Here !/4. Eigenvectors and Eigenvalues/9. Eigendecomposition.mp4 83.9 MB
~Get Your Files Here !/1. Data Structures for Linear Algebra/9. Matrix Tensors.mp4 82.1 MB
~Get Your Files Here !/1. Data Structures for Linear Algebra/6. Vectors and Vector Transposition.mp4 82.0 MB
~Get Your Files Here !/3. Matrix Properties/9. Orthogonal Matrix Exercises.mp4 78.6 MB
~Get Your Files Here !/5. Matrix Operations for Machine Learning/2. Singular Value Decomposition.mp4 76.6 MB
~Get Your Files Here !/4. Eigenvectors and Eigenvalues/10. Eigenvector and Eigenvalue Applications.mp4 75.8 MB
~Get Your Files Here !/6. Limits/5. Calculus of the Infinitesimals.mp4 75.3 MB
~Get Your Files Here !/7. Derivatives and Differentiation/2. The Delta Method.mp4 75.3 MB
~Get Your Files Here !/6. Limits/6. Calculus Applications.mp4 70.1 MB
~Get Your Files Here !/5. Matrix Operations for Machine Learning/7. Principal Component Analysis (PCA).mp4 64.8 MB
~Get Your Files Here !/7. Derivatives and Differentiation/13. Advanced Exercises on Derivative Rules.mp4 63.9 MB
~Get Your Files Here !/1. Data Structures for Linear Algebra/2. Plotting a System of Linear Equations.mp4 57.1 MB
~Get Your Files Here !/4. Eigenvectors and Eigenvalues/6. Determinants of Larger Matrices.mp4 53.9 MB
~Get Your Files Here !/6. Limits/4. The Method of Exhaustion.mp4 53.6 MB
~Get Your Files Here !/7. Derivatives and Differentiation/9. Exercises on Derivative Rules.mp4 53.4 MB
~Get Your Files Here !/6. Limits/2. Intro to Differential Calculus.mp4 52.5 MB
~Get Your Files Here !/2. Tensor Operations/9. Visualizing Linear Systems.mp4 49.5 MB
~Get Your Files Here !/1. Data Structures for Linear Algebra/10. Generic Tensor Notation.mp4 46.1 MB
~Get Your Files Here !/4. Eigenvectors and Eigenvalues/5. Matrix Determinants.mp4 45.4 MB
~Get Your Files Here !/5. Matrix Operations for Machine Learning/6. The Trace Operator.mp4 38.8 MB
~Get Your Files Here !/1. Data Structures for Linear Algebra/3. Linear Algebra Exercise.mp4 37.5 MB
~Get Your Files Here !/7. Derivatives and Differentiation/14. The Power Rule on a Function Chain.mp4 33.7 MB
~Get Your Files Here !/5. Matrix Operations for Machine Learning/8. Resources for Further Study of Linear Algebra.mp4 31.7 MB
~Get Your Files Here !/4. Eigenvectors and Eigenvalues/2. Applying Matrices.mp4 31.6 MB
~Get Your Files Here !/6. Limits/8. Exercises on Limits.mp4 30.4 MB
~Get Your Files Here !/2. Tensor Operations/3. Basic Tensor Arithmetic, incl. the Hadamard Product.mp4 30.0 MB
~Get Your Files Here !/7. Derivatives and Differentiation/12. The Chain Rule.mp4 27.5 MB
~Get Your Files Here !/4. Eigenvectors and Eigenvalues/7. Determinant Exercises.mp4 27.4 MB
~Get Your Files Here !/3. Matrix Properties/2. The Frobenius Norm.mp4 26.6 MB
~Get Your Files Here !/2. Tensor Operations/8. Solving Linear Systems with Elimination.mp4 26.1 MB
~Get Your Files Here !/2. Tensor Operations/5. The Dot Product.mp4 26.0 MB
~Get Your Files Here !/6. Limits/1. Segment Intro.mp4 23.7 MB
~Get Your Files Here !/2. Tensor Operations/6. Exercises on Tensor Operations.mp4 23.3 MB
~Get Your Files Here !/2. Tensor Operations/7. Solving Linear Systems with Substitution.mp4 22.1 MB
~Get Your Files Here !/7. Derivatives and Differentiation/4. Derivative Notation.mp4 19.6 MB
~Get Your Files Here !/3. Matrix Properties/8. Orthogonal Matrices.mp4 18.1 MB
~Get Your Files Here !/3. Matrix Properties/5. Matrix Multiplication Exercises.mp4 17.9 MB
~Get Your Files Here !/7. Derivatives and Differentiation/5. The Derivative of a Constant.mp4 17.8 MB
~Get Your Files Here !/2. Tensor Operations/2. Tensor Transposition.mp4 16.4 MB
~Get Your Files Here !/6. Limits/3. Intro to Integral Calculus.mp4 15.9 MB
~Get Your Files Here !/7. Derivatives and Differentiation/10. The Product Rule.mp4 15.8 MB
~Get Your Files Here !/5. Matrix Operations for Machine Learning/1. Segment Intro.mp4 15.8 MB
~Get Your Files Here !/7. Derivatives and Differentiation/8. The Sum Rule.mp4 14.8 MB
~Get Your Files Here !/1. Data Structures for Linear Algebra/4. Tensors.mp4 14.7 MB
~Get Your Files Here !/7. Derivatives and Differentiation/11. The Quotient Rule.mp4 14.0 MB
~Get Your Files Here !/1. Data Structures for Linear Algebra/8. Basis, Orthogonal, and Orthonormal Vectors.mp4 14.0 MB
~Get Your Files Here !/3. Matrix Properties/4. Symmetric and Identity Matrices.mp4 13.3 MB
~Get Your Files Here !/3. Matrix Properties/7. Diagonal Matrices.mp4 12.9 MB
~Get Your Files Here !/2. Tensor Operations/4. Tensor Reduction.mp4 12.0 MB
~Get Your Files Here !/1. Data Structures for Linear Algebra/11. Exercises on Algebra Data Structures.mp4 11.1 MB
~Get Your Files Here !/7. Derivatives and Differentiation/7. The Constant Multiple Rule.mp4 11.1 MB
~Get Your Files Here !/7. Derivatives and Differentiation/15. More Lectures are on their Way!.mp4 7.6 MB
~Get Your Files Here !/3. Matrix Properties/1. Segment Intro.mp4 4.7 MB
~Get Your Files Here !/7. Derivatives and Differentiation/6. The Power Rule.mp4 4.6 MB
~Get Your Files Here !/7. Derivatives and Differentiation/1. Segment Intro.mp4 3.2 MB
~Get Your Files Here !/2. Tensor Operations/1. Segment Intro.mp4 2.9 MB
~Get Your Files Here !/3. Matrix Properties/3. Matrix Multiplication-en_US.srt 27.8 KB
~Get Your Files Here !/4. Eigenvectors and Eigenvalues/4. Eigenvectors and Eigenvalues-en_US.srt 27.3 KB
~Get Your Files Here !/1. Data Structures for Linear Algebra/1. What Linear Algebra Is-en_US.srt 27.1 KB
~Get Your Files Here !/4. Eigenvectors and Eigenvalues/1. Segment Intro-en_US.srt 20.7 KB
~Get Your Files Here !/5. Matrix Operations for Machine Learning/5. Regression with the Pseudoinverse-en_US.srt 20.7 KB
~Get Your Files Here !/4. Eigenvectors and Eigenvalues/3. Affine Transformations-en_US.srt 20.4 KB
~Get Your Files Here !/6. Limits/7. Calculating Limits-en_US.srt 19.9 KB
~Get Your Files Here !/3. Matrix Properties/6. Matrix Inversion-en_US.srt 19.0 KB
~Get Your Files Here !/7. Derivatives and Differentiation/2. The Delta Method-en_US.srt 17.3 KB
~Get Your Files Here !/1. Data Structures for Linear Algebra/7. Norms and Unit Vectors-en_US.srt 16.3 KB
~Get Your Files Here !/3. Matrix Properties/9. Orthogonal Matrix Exercises-en_US.srt 15.9 KB
~Get Your Files Here !/4. Eigenvectors and Eigenvalues/8. Determinants and Eigenvalues-en_US.srt 15.7 KB
~Get Your Files Here !/1. Data Structures for Linear Algebra/5. Scalars-en_US.srt 15.3 KB
~Get Your Files Here !/6. Limits/2. Intro to Differential Calculus-en_US.srt 15.1 KB
~Get Your Files Here !/7. Derivatives and Differentiation/3. How Derivatives Arise from Limits-en_US.srt 14.8 KB
~Get Your Files Here !/7. Derivatives and Differentiation/9. Exercises on Derivative Rules-en_US.srt 14.0 KB
~Get Your Files Here !/5. Matrix Operations for Machine Learning/4. The Moore-Penrose Pseudoinverse-en_US.srt 13.4 KB
~Get Your Files Here !/2. Tensor Operations/8. Solving Linear Systems with Elimination-en_US.srt 13.3 KB
~Get Your Files Here !/4. Eigenvectors and Eigenvalues/10. Eigenvector and Eigenvalue Applications-en_US.srt 13.3 KB
~Get Your Files Here !/7. Derivatives and Differentiation/13. Advanced Exercises on Derivative Rules-en_US.srt 13.2 KB
~Get Your Files Here !/2. Tensor Operations/9. Visualizing Linear Systems-en_US.srt 12.9 KB
~Get Your Files Here !/1. Data Structures for Linear Algebra/6. Vectors and Vector Transposition-en_US.srt 12.8 KB
~Get Your Files Here !/4. Eigenvectors and Eigenvalues/9. Eigendecomposition-en_US.srt 12.4 KB
~Get Your Files Here !/5. Matrix Operations for Machine Learning/3. Data Compression with SVD-en_US.srt 11.7 KB
~Get Your Files Here !/2. Tensor Operations/7. Solving Linear Systems with Substitution-en_US.srt 11.2 KB
~Get Your Files Here !/6. Limits/5. Calculus of the Infinitesimals-en_US.srt 11.0 KB
~Get Your Files Here !/1. Data Structures for Linear Algebra/2. Plotting a System of Linear Equations-en_US.srt 10.9 KB
~Get Your Files Here !/5. Matrix Operations for Machine Learning/2. Singular Value Decomposition-en_US.srt 10.8 KB
~Get Your Files Here !/6. Limits/6. Calculus Applications-en_US.srt 10.7 KB
~Get Your Files Here !/5. Matrix Operations for Machine Learning/7. Principal Component Analysis (PCA)-en_US.srt 9.5 KB
~Get Your Files Here !/1. Data Structures for Linear Algebra/9. Matrix Tensors-en_US.srt 9.2 KB
~Get Your Files Here !/4. Eigenvectors and Eigenvalues/6. Determinants of Larger Matrices-en_US.srt 9.2 KB
~Get Your Files Here !/4. Eigenvectors and Eigenvalues/5. Matrix Determinants-en_US.srt 8.5 KB
~Get Your Files Here !/4. Eigenvectors and Eigenvalues/2. Applying Matrices-en_US.srt 8.1 KB
~Get Your Files Here !/3. Matrix Properties/5. Matrix Multiplication Exercises-en_US.srt 8.0 KB
~Get Your Files Here !/1. Data Structures for Linear Algebra/10. Generic Tensor Notation-en_US.srt 8.0 KB
~Get Your Files Here !/6. Limits/4. The Method of Exhaustion-en_US.srt 7.7 KB
~Get Your Files Here !/7. Derivatives and Differentiation/12. The Chain Rule-en_US.srt 7.5 KB
~Get Your Files Here !/6. Limits/8. Exercises on Limits-en_US.srt 6.9 KB
~Get Your Files Here !/5. Matrix Operations for Machine Learning/8. Resources for Further Study of Linear Algebra-en_US.srt 6.4 KB
~Get Your Files Here !/2. Tensor Operations/3. Basic Tensor Arithmetic, incl. the Hadamard Product-en_US.srt 6.3 KB
~Get Your Files Here !/1. Data Structures for Linear Algebra/3. Linear Algebra Exercise-en_US.srt 6.2 KB
~Get Your Files Here !/2. Tensor Operations/5. The Dot Product-en_US.srt 6.0 KB
~Get Your Files Here !/3. Matrix Properties/8. Orthogonal Matrices-en_US.srt 5.8 KB
~Get Your Files Here !/7. Derivatives and Differentiation/14. The Power Rule on a Function Chain-en_US.srt 5.7 KB
~Get Your Files Here !/3. Matrix Properties/2. The Frobenius Norm-en_US.srt 5.6 KB
~Get Your Files Here !/5. Matrix Operations for Machine Learning/6. The Trace Operator-en_US.srt 5.5 KB
~Get Your Files Here !/3. Matrix Properties/4. Symmetric and Identity Matrices-en_US.srt 5.4 KB
~Get Your Files Here !/1. Data Structures for Linear Algebra/8. Basis, Orthogonal, and Orthonormal Vectors-en_US.srt 5.3 KB
~Get Your Files Here !/4. Eigenvectors and Eigenvalues/7. Determinant Exercises-en_US.srt 5.0 KB
~Get Your Files Here !/7. Derivatives and Differentiation/4. Derivative Notation-en_US.srt 5.0 KB
~Get Your Files Here !/7. Derivatives and Differentiation/11. The Quotient Rule-en_US.srt 4.6 KB
~Get Your Files Here !/7. Derivatives and Differentiation/10. The Product Rule-en_US.srt 4.3 KB
~Get Your Files Here !/6. Limits/1. Segment Intro-en_US.srt 4.2 KB
~Get Your Files Here !/2. Tensor Operations/2. Tensor Transposition-en_US.srt 4.0 KB
~Get Your Files Here !/5. Matrix Operations for Machine Learning/1. Segment Intro-en_US.srt 3.9 KB
~Get Your Files Here !/2. Tensor Operations/4. Tensor Reduction-en_US.srt 3.8 KB
~Get Your Files Here !/7. Derivatives and Differentiation/7. The Constant Multiple Rule-en_US.srt 3.7 KB
~Get Your Files Here !/3. Matrix Properties/7. Diagonal Matrices-en_US.srt 3.6 KB
~Get Your Files Here !/1. Data Structures for Linear Algebra/4. Tensors-en_US.srt 3.1 KB
~Get Your Files Here !/6. Limits/3. Intro to Integral Calculus-en_US.srt 3.1 KB
~Get Your Files Here !/7. Derivatives and Differentiation/8. The Sum Rule-en_US.srt 2.9 KB
~Get Your Files Here !/2. Tensor Operations/6. Exercises on Tensor Operations-en_US.srt 2.9 KB
~Get Your Files Here !/3. Matrix Properties/1. Segment Intro-en_US.srt 2.7 KB
~Get Your Files Here !/1. Data Structures for Linear Algebra/Introduction.html 2.6 KB
~Get Your Files Here !/1. Data Structures for Linear Algebra/11. Exercises on Algebra Data Structures-en_US.srt 2.6 KB
~Get Your Files Here !/7. Derivatives and Differentiation/5. The Derivative of a Constant-en_US.srt 1.9 KB
~Get Your Files Here !/2. Tensor Operations/1. Segment Intro-en_US.srt 1.7 KB
~Get Your Files Here !/7. Derivatives and Differentiation/1. Segment Intro-en_US.srt 1.5 KB
~Get Your Files Here !/7. Derivatives and Differentiation/6. The Power Rule-en_US.srt 1.3 KB
~Get Your Files Here !/7. Derivatives and Differentiation/15. More Lectures are on their Way!-en_US.srt 584 bytes
~Get Your Files Here !/Bonus Resources.txt 357 bytes
Get Bonus Downloads Here.url 183 bytes
~Get Your Files Here !/1. Data Structures for Linear Algebra/5. External URLs.txt 69 bytes

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