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

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Get Bonus Downloads Here.url

183 B

~Get Your Files Here !/1. Data Structures for Linear Algebra/1. What Linear Algebra Is-en_US.srt

27 kB

~Get Your Files Here !/1. Data Structures for Linear Algebra/1. What Linear Algebra Is.mp4

133 MB

~Get Your Files Here !/1. Data Structures for Linear Algebra/10. Generic Tensor Notation-en_US.srt

8.0 kB

~Get Your Files Here !/1. Data Structures for Linear Algebra/10. Generic Tensor Notation.mp4

46 MB

~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 !/1. Data Structures for Linear Algebra/11. Exercises on Algebra Data Structures.mp4

11 MB

~Get Your Files Here !/1. Data Structures for Linear Algebra/2. Plotting a System of Linear Equations-en_US.srt

11 kB

~Get Your Files Here !/1. Data Structures for Linear Algebra/2. Plotting a System of Linear Equations.mp4

57 MB

~Get Your Files Here !/1. Data Structures for Linear Algebra/3. Linear Algebra Exercise-en_US.srt

6.2 kB

~Get Your Files Here !/1. Data Structures for Linear Algebra/3. Linear Algebra Exercise.mp4

38 MB

~Get Your Files Here !/1. Data Structures for Linear Algebra/4. Tensors-en_US.srt

3.1 kB

~Get Your Files Here !/1. Data Structures for Linear Algebra/4. Tensors.mp4

15 MB

~Get Your Files Here !/1. Data Structures for Linear Algebra/5. External URLs.txt

69 B

~Get Your Files Here !/1. Data Structures for Linear Algebra/5. Scalars-en_US.srt

15 kB

~Get Your Files Here !/1. Data Structures for Linear Algebra/5. Scalars.mp4

160 MB

~Get Your Files Here !/1. Data Structures for Linear Algebra/6. Vectors and Vector Transposition-en_US.srt

13 kB

~Get Your Files Here !/1. Data Structures for Linear Algebra/6. Vectors and Vector Transposition.mp4

82 MB

~Get Your Files Here !/1. Data Structures for Linear Algebra/7. Norms and Unit Vectors-en_US.srt

16 kB

~Get Your Files Here !/1. Data Structures for Linear Algebra/7. Norms and Unit Vectors.mp4

107 MB

~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 !/1. Data Structures for Linear Algebra/8. Basis, Orthogonal, and Orthonormal Vectors.mp4

14 MB

~Get Your Files Here !/1. Data Structures for Linear Algebra/9. Matrix Tensors-en_US.srt

9.2 kB

~Get Your Files Here !/1. Data Structures for Linear Algebra/9. Matrix Tensors.mp4

82 MB

~Get Your Files Here !/1. Data Structures for Linear Algebra/Introduction.html

2.6 kB

~Get Your Files Here !/2. Tensor Operations/1. Segment Intro-en_US.srt

1.7 kB

~Get Your Files Here !/2. Tensor Operations/1. Segment Intro.mp4

2.9 MB

~Get Your Files Here !/2. Tensor Operations/2. Tensor Transposition-en_US.srt

4.0 kB

~Get Your Files Here !/2. Tensor Operations/2. Tensor Transposition.mp4

16 MB

~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 !/2. Tensor Operations/3. Basic Tensor Arithmetic, incl. the Hadamard Product.mp4

30 MB

~Get Your Files Here !/2. Tensor Operations/4. Tensor Reduction-en_US.srt

3.8 kB

~Get Your Files Here !/2. Tensor Operations/4. Tensor Reduction.mp4

12 MB

~Get Your Files Here !/2. Tensor Operations/5. The Dot Product-en_US.srt

6.0 kB

~Get Your Files Here !/2. Tensor Operations/5. The Dot Product.mp4

26 MB

~Get Your Files Here !/2. Tensor Operations/6. Exercises on Tensor Operations-en_US.srt

2.9 kB

~Get Your Files Here !/2. Tensor Operations/6. Exercises on Tensor Operations.mp4

23 MB

~Get Your Files Here !/2. Tensor Operations/7. Solving Linear Systems with Substitution-en_US.srt

11 kB

~Get Your Files Here !/2. Tensor Operations/7. Solving Linear Systems with Substitution.mp4

22 MB

~Get Your Files Here !/2. Tensor Operations/8. Solving Linear Systems with Elimination-en_US.srt

13 kB

~Get Your Files Here !/2. Tensor Operations/8. Solving Linear Systems with Elimination.mp4

26 MB

~Get Your Files Here !/2. Tensor Operations/9. Visualizing Linear Systems-en_US.srt

13 kB

~Get Your Files Here !/2. Tensor Operations/9. Visualizing Linear Systems.mp4

50 MB

~Get Your Files Here !/3. Matrix Properties/1. Segment Intro-en_US.srt

2.7 kB

~Get Your Files Here !/3. Matrix Properties/1. Segment Intro.mp4

4.7 MB

~Get Your Files Here !/3. Matrix Properties/2. The Frobenius Norm-en_US.srt

5.6 kB

~Get Your Files Here !/3. Matrix Properties/2. The Frobenius Norm.mp4

27 MB

~Get Your Files Here !/3. Matrix Properties/3. Matrix Multiplication-en_US.srt

28 kB

~Get Your Files Here !/3. Matrix Properties/3. Matrix Multiplication.mp4

114 MB

~Get Your Files Here !/3. Matrix Properties/4. Symmetric and Identity Matrices-en_US.srt

5.4 kB

~Get Your Files Here !/3. Matrix Properties/4. Symmetric and Identity Matrices.mp4

13 MB

~Get Your Files Here !/3. Matrix Properties/5. Matrix Multiplication Exercises-en_US.srt

8.0 kB

~Get Your Files Here !/3. Matrix Properties/5. Matrix Multiplication Exercises.mp4

18 MB

~Get Your Files Here !/3. Matrix Properties/6. Matrix Inversion-en_US.srt

19 kB

~Get Your Files Here !/3. Matrix Properties/6. Matrix Inversion.mp4

130 MB

~Get Your Files Here !/3. Matrix Properties/7. Diagonal Matrices-en_US.srt

3.6 kB

~Get Your Files Here !/3. Matrix Properties/7. Diagonal Matrices.mp4

13 MB

~Get Your Files Here !/3. Matrix Properties/8. Orthogonal Matrices-en_US.srt

5.8 kB

~Get Your Files Here !/3. Matrix Properties/8. Orthogonal Matrices.mp4

18 MB

~Get Your Files Here !/3. Matrix Properties/9. Orthogonal Matrix Exercises-en_US.srt

16 kB

~Get Your Files Here !/3. Matrix Properties/9. Orthogonal Matrix Exercises.mp4

79 MB

~Get Your Files Here !/4. Eigenvectors and Eigenvalues/1. Segment Intro-en_US.srt

21 kB

~Get Your Files Here !/4. Eigenvectors and Eigenvalues/1. Segment Intro.mp4

102 MB

~Get Your Files Here !/4. Eigenvectors and Eigenvalues/10. Eigenvector and Eigenvalue Applications-en_US.srt

13 kB

~Get Your Files Here !/4. Eigenvectors and Eigenvalues/10. Eigenvector and Eigenvalue Applications.mp4

76 MB

~Get Your Files Here !/4. Eigenvectors and Eigenvalues/2. Applying Matrices-en_US.srt

8.1 kB

~Get Your Files Here !/4. Eigenvectors and Eigenvalues/2. Applying Matrices.mp4

32 MB

~Get Your Files Here !/4. Eigenvectors and Eigenvalues/3. Affine Transformations-en_US.srt

20 kB

~Get Your Files Here !/4. Eigenvectors and Eigenvalues/3. Affine Transformations.mp4

168 MB

~Get Your Files Here !/4. Eigenvectors and Eigenvalues/4. Eigenvectors and Eigenvalues-en_US.srt

27 kB

~Get Your Files Here !/4. Eigenvectors and Eigenvalues/4. Eigenvectors and Eigenvalues.mp4

382 MB

~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/5. Matrix Determinants.mp4

45 MB

~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/6. Determinants of Larger Matrices.mp4

54 MB

~Get Your Files Here !/4. Eigenvectors and Eigenvalues/7. Determinant Exercises-en_US.srt

5.0 kB

~Get Your Files Here !/4. Eigenvectors and Eigenvalues/7. Determinant Exercises.mp4

27 MB

~Get Your Files Here !/4. Eigenvectors and Eigenvalues/8. Determinants and Eigenvalues-en_US.srt

16 kB

~Get Your Files Here !/4. Eigenvectors and Eigenvalues/8. Determinants and Eigenvalues.mp4

89 MB

~Get Your Files Here !/4. Eigenvectors and Eigenvalues/9. Eigendecomposition-en_US.srt

12 kB

~Get Your Files Here !/4. Eigenvectors and Eigenvalues/9. Eigendecomposition.mp4

84 MB

~Get Your Files Here !/5. Matrix Operations for Machine Learning/1. Segment Intro-en_US.srt

3.9 kB

~Get Your Files Here !/5. Matrix Operations for Machine Learning/1. Segment Intro.mp4

16 MB

~Get Your Files Here !/5. Matrix Operations for Machine Learning/2. Singular Value Decomposition-en_US.srt

11 kB

~Get Your Files Here !/5. Matrix Operations for Machine Learning/2. Singular Value Decomposition.mp4

77 MB

~Get Your Files Here !/5. Matrix Operations for Machine Learning/3. Data Compression with SVD-en_US.srt

12 kB

~Get Your Files Here !/5. Matrix Operations for Machine Learning/3. Data Compression with SVD.mp4

97 MB

~Get Your Files Here !/5. Matrix Operations for Machine Learning/4. The Moore-Penrose Pseudoinverse-en_US.srt

13 kB

~Get Your Files Here !/5. Matrix Operations for Machine Learning/4. The Moore-Penrose Pseudoinverse.mp4

98 MB

~Get Your Files Here !/5. Matrix Operations for Machine Learning/5. Regression with the Pseudoinverse-en_US.srt

21 kB

~Get Your Files Here !/5. Matrix Operations for Machine Learning/5. Regression with the Pseudoinverse.mp4

134 MB

~Get Your Files Here !/5. Matrix Operations for Machine Learning/6. The Trace Operator-en_US.srt

5.5 kB

~Get Your Files Here !/5. Matrix Operations for Machine Learning/6. The Trace Operator.mp4

39 MB

~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 !/5. Matrix Operations for Machine Learning/7. Principal Component Analysis (PCA).mp4

65 MB

~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 !/5. Matrix Operations for Machine Learning/8. Resources for Further Study of Linear Algebra.mp4

32 MB

~Get Your Files Here !/6. Limits/1. Segment Intro-en_US.srt

4.2 kB

~Get Your Files Here !/6. Limits/1. Segment Intro.mp4

24 MB

~Get Your Files Here !/6. Limits/2. Intro to Differential Calculus-en_US.srt

15 kB

~Get Your Files Here !/6. Limits/2. Intro to Differential Calculus.mp4

52 MB

~Get Your Files Here !/6. Limits/3. Intro to Integral Calculus-en_US.srt

3.1 kB

~Get Your Files Here !/6. Limits/3. Intro to Integral Calculus.mp4

16 MB

~Get Your Files Here !/6. Limits/4. The Method of Exhaustion-en_US.srt

7.7 kB

~Get Your Files Here !/6. Limits/4. The Method of Exhaustion.mp4

54 MB

~Get Your Files Here !/6. Limits/5. Calculus of the Infinitesimals-en_US.srt

11 kB

~Get Your Files Here !/6. Limits/5. Calculus of the Infinitesimals.mp4

75 MB

~Get Your Files Here !/6. Limits/6. Calculus Applications-en_US.srt

11 kB

~Get Your Files Here !/6. Limits/6. Calculus Applications.mp4

70 MB

~Get Your Files Here !/6. Limits/7. Calculating Limits-en_US.srt

20 kB

~Get Your Files Here !/6. Limits/7. Calculating Limits.mp4

102 MB

~Get Your Files Here !/6. Limits/8. Exercises on Limits-en_US.srt

6.9 kB

~Get Your Files Here !/6. Limits/8. Exercises on Limits.mp4

30 MB

~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/1. Segment Intro.mp4

3.2 MB

~Get Your Files Here !/7. Derivatives and Differentiation/10. The Product Rule-en_US.srt

4.3 kB

~Get Your Files Here !/7. Derivatives and Differentiation/10. The Product Rule.mp4

16 MB

~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/11. The Quotient Rule.mp4

14 MB

~Get Your Files Here !/7. Derivatives and Differentiation/12. The Chain Rule-en_US.srt

7.5 kB

~Get Your Files Here !/7. Derivatives and Differentiation/12. The Chain Rule.mp4

28 MB

~Get Your Files Here !/7. Derivatives and Differentiation/13. Advanced Exercises on Derivative Rules-en_US.srt

13 kB

~Get Your Files Here !/7. Derivatives and Differentiation/13. Advanced Exercises on Derivative Rules.mp4

64 MB

~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 !/7. Derivatives and Differentiation/14. The Power Rule on a Function Chain.mp4

34 MB

~Get Your Files Here !/7. Derivatives and Differentiation/15. More Lectures are on their Way!-en_US.srt

584 B

~Get Your Files Here !/7. Derivatives and Differentiation/15. More Lectures are on their Way!.mp4

7.6 MB

~Get Your Files Here !/7. Derivatives and Differentiation/2. The Delta Method-en_US.srt

17 kB

~Get Your Files Here !/7. Derivatives and Differentiation/2. The Delta Method.mp4

75 MB

~Get Your Files Here !/7. Derivatives and Differentiation/3. How Derivatives Arise from Limits-en_US.srt

15 kB

~Get Your Files Here !/7. Derivatives and Differentiation/3. How Derivatives Arise from Limits.mp4

114 MB

~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/4. Derivative Notation.mp4

20 MB

~Get Your Files Here !/7. Derivatives and Differentiation/5. The Derivative of a Constant-en_US.srt

1.9 kB

~Get Your Files Here !/7. Derivatives and Differentiation/5. The Derivative of a Constant.mp4

18 MB

~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/6. The Power Rule.mp4

4.6 MB

~Get Your Files Here !/7. Derivatives and Differentiation/7. The Constant Multiple Rule-en_US.srt

3.7 kB

~Get Your Files Here !/7. Derivatives and Differentiation/7. The Constant Multiple Rule.mp4

11 MB

~Get Your Files Here !/7. Derivatives and Differentiation/8. The Sum Rule-en_US.srt

2.9 kB

~Get Your Files Here !/7. Derivatives and Differentiation/8. The Sum Rule.mp4

15 MB

~Get Your Files Here !/7. Derivatives and Differentiation/9. Exercises on Derivative Rules-en_US.srt

14 kB

~Get Your Files Here !/7. Derivatives and Differentiation/9. Exercises on Derivative Rules.mp4

53 MB

~Get Your Files Here !/Bonus Resources.txt

357 B