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[CourseClub.Me] Coursera – Mathematics for Machine Learning Specialization
magnet:?xt=urn:btih:5f4fee7616a0faa1c904dc71ed9bf971c6c81920&dn=[CourseClub.Me] Coursera – Mathematics for Machine Learning Specialization
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Hash值:
5f4fee7616a0faa1c904dc71ed9bf971c6c81920
点击数:
73
文件大小:
1.67 GB
文件数量:
67
创建日期:
2023-8-26 02:00
最后访问:
2024-6-12 08:47
访问标签:
CourseClub
Me
Coursera
–
Mathematics
for
Machine
Learning
Specialization
文件列表详情
Coursera - Mathematics for Machine Learning Linear Algebra/01_introduction-to-linear-algebra-and-to-mathematics-for-machine-learning/04_summary/01_summary.mp4 7.89 MB
Coursera - Mathematics for Machine Learning Linear Algebra/02_vectors-are-objects-that-move-around-space/01_introduction/01_introduction-to-module-2-vectors.mp4 0 字节
Coursera - Mathematics for Machine Learning Linear Algebra/02_vectors-are-objects-that-move-around-space/03_changing-the-reference-frame/01_changing-basis.mp4 74.72 MB
Coursera - Mathematics for Machine Learning Linear Algebra/02_vectors-are-objects-that-move-around-space/04_doing-some-real-world-vectors-examples/01_summary.mp4 0 字节
Coursera - Mathematics for Machine Learning Multivariate Calculus/01_what-is-calculus/01_welcome-to-this-course/01_welcome-to-multivariate-calculus.mp4 14.04 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/01_what-is-calculus/02_back-to-basics-functions/01_welcome-to-module-1.mp4 6.37 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/01_what-is-calculus/02_back-to-basics-functions/02_functions.mp4 27.87 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/01_what-is-calculus/03_gradients-and-derivatives/01_rise-over-run.mp4 32.42 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/01_what-is-calculus/03_gradients-and-derivatives/02_definition-of-a-derivative.mp4 64.68 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/01_what-is-calculus/03_gradients-and-derivatives/03_differentiation-examples-special-cases.mp4 0 字节
Coursera - Mathematics for Machine Learning Multivariate Calculus/01_what-is-calculus/04_time-saving-rules/01_product-rule.mp4 26.9 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/01_what-is-calculus/04_time-saving-rules/02_chain-rule.mp4 33.79 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/01_what-is-calculus/04_time-saving-rules/03_taming-a-beast.mp4 37.15 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/01_what-is-calculus/05_assessment/01_see-you-next-module.mp4 4 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/02_multivariate-calculus/01_moving-to-multivariate/01_welcome-to-module-2.mp4 6.66 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/02_multivariate-calculus/01_moving-to-multivariate/02_variables-constants-context.mp4 55.96 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/02_multivariate-calculus/02_jacobians-vectors-of-derivatives/01_the-jacobian.mp4 44.34 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/02_multivariate-calculus/02_jacobians-vectors-of-derivatives/02_jacobian-applied.mp4 35.67 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/02_multivariate-calculus/03_the-sandpit-game/01_the-sandpit.mp4 33.44 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/02_multivariate-calculus/03_the-sandpit-game/02_the-hessian.mp4 38.58 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/02_multivariate-calculus/03_the-sandpit-game/03_reality-is-hard.mp4 31.93 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/02_multivariate-calculus/03_the-sandpit-game/04_see-you-next-module.mp4 2.11 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/03_multivariate-chain-rule-and-its-applications/01_chain-rule-intro/01_welcome-to-module-3.mp4 0 字节
Coursera - Mathematics for Machine Learning Multivariate Calculus/03_multivariate-chain-rule-and-its-applications/02_neural-networks/03_see-you-next-module.mp4 3.1 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/04_taylor-series-and-linearisation/01_taylor-series-for-approximations/03_power-series.mp4 24.69 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/04_taylor-series-and-linearisation/01_taylor-series-for-approximations/06_examples.mp4 34.65 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/04_taylor-series-and-linearisation/02_multivariable-taylor-series/01_linearisation.mp4 35.35 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/04_taylor-series-and-linearisation/02_multivariable-taylor-series/02_multivariate-taylor.mp4 41.39 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/04_taylor-series-and-linearisation/02_multivariable-taylor-series/03_see-you-next-module.mp4 2.41 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/05_intro-to-optimisation/01_fitting-as-minimisation-problem/01_welcome-to-module-5.mp4 35.71 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/05_intro-to-optimisation/01_fitting-as-minimisation-problem/02_gradient-descent.mp4 52.41 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/05_intro-to-optimisation/02_lagrange-multipliers/01_constrained-optimisation.mp4 37.12 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/05_intro-to-optimisation/03_assessment/01_see-you-next-module.mp4 16.92 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/06_regression/01_into-to-linear-regression/01_simple-linear-regression.mp4 31.24 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/06_regression/02_non-linear-regression/01_general-non-linear-least-squares.mp4 47.34 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/06_regression/02_non-linear-regression/03_wrap-up-of-this-course.mp4 5.31 MB
Coursera - Mathematics for Machine Learning PCA/01_statistics-of-datasets/01_welcome-to-this-course/01_introduction-to-the-course.mp4 14.77 MB
Coursera - Mathematics for Machine Learning PCA/01_statistics-of-datasets/02_mean-values/01_welcome-to-module-1.mp4 3.41 MB
Coursera - Mathematics for Machine Learning PCA/01_statistics-of-datasets/02_mean-values/02_mean-of-a-dataset.mp4 20.1 MB
Coursera - Mathematics for Machine Learning PCA/01_statistics-of-datasets/03_variances-and-covariances/01_variance-of-one-dimensional-datasets.mp4 29.16 MB
Coursera - Mathematics for Machine Learning PCA/01_statistics-of-datasets/03_variances-and-covariances/03_variance-of-higher-dimensional-datasets.mp4 27.97 MB
Coursera - Mathematics for Machine Learning PCA/01_statistics-of-datasets/04_linear-transformation-of-datasets/01_effect-on-the-mean.mp4 28.18 MB
Coursera - Mathematics for Machine Learning PCA/01_statistics-of-datasets/04_linear-transformation-of-datasets/02_effect-on-the-co-variance.mp4 17.34 MB
Coursera - Mathematics for Machine Learning PCA/01_statistics-of-datasets/04_linear-transformation-of-datasets/03_see-you-next-module.mp4 2.11 MB
Coursera - Mathematics for Machine Learning PCA/02_inner-products/01_dot-product/01_welcome-to-module-2.mp4 10.29 MB
Coursera - Mathematics for Machine Learning PCA/02_inner-products/01_dot-product/02_dot-product.mp4 30.07 MB
Coursera - Mathematics for Machine Learning PCA/02_inner-products/02_inner-products/01_inner-product-definition.mp4 32.71 MB
Coursera - Mathematics for Machine Learning PCA/02_inner-products/02_inner-products/02_inner-product-length-of-vectors.mp4 44.98 MB
Coursera - Mathematics for Machine Learning PCA/02_inner-products/02_inner-products/03_inner-product-distances-between-vectors.mp4 23.6 MB
Coursera - Mathematics for Machine Learning PCA/02_inner-products/02_inner-products/05_inner-product-angles-and-orthogonality.mp4 32.94 MB
Coursera - Mathematics for Machine Learning PCA/02_inner-products/02_inner-products/06_inner-products-of-functions-and-random-variables-optional.mp4 41.03 MB
Coursera - Mathematics for Machine Learning PCA/02_inner-products/02_inner-products/07_heading-for-the-next-module.mp4 2.64 MB
Coursera - Mathematics for Machine Learning PCA/03_orthogonal-projections/01_projections/01_welcome-to-module-3.mp4 2.99 MB
Coursera - Mathematics for Machine Learning PCA/03_orthogonal-projections/01_projections/02_projection-onto-1d-subspaces.mp4 44.97 MB
Coursera - Mathematics for Machine Learning PCA/03_orthogonal-projections/01_projections/03_example-projection-onto-1d-subspaces.mp4 20.8 MB
Coursera - Mathematics for Machine Learning PCA/03_orthogonal-projections/01_projections/04_projections-onto-higher-dimensional-subspaces.mp4 53.37 MB
Coursera - Mathematics for Machine Learning PCA/03_orthogonal-projections/01_projections/06_example-projection-onto-a-2d-subspace.mp4 22.85 MB
Coursera - Mathematics for Machine Learning PCA/03_orthogonal-projections/01_projections/07_this-was-module-3.mp4 2.37 MB
Coursera - Mathematics for Machine Learning PCA/04_principal-component-analysis/01_pca-derivation/01_welcome-to-module-4.mp4 5.78 MB
Coursera - Mathematics for Machine Learning PCA/04_principal-component-analysis/01_pca-derivation/04_problem-setting-and-pca-objective.mp4 47.51 MB
Coursera - Mathematics for Machine Learning PCA/04_principal-component-analysis/01_pca-derivation/06_finding-the-coordinates-of-the-projected-data.mp4 31.96 MB
Coursera - Mathematics for Machine Learning PCA/04_principal-component-analysis/01_pca-derivation/07_reformulation-of-the-objective.mp4 63.03 MB
Coursera - Mathematics for Machine Learning PCA/04_principal-component-analysis/02_pca-algorithm/01_steps-of-pca.mp4 19.2 MB
Coursera - Mathematics for Machine Learning PCA/04_principal-component-analysis/02_pca-algorithm/02_pca-in-high-dimensions.mp4 34.62 MB
Coursera - Mathematics for Machine Learning PCA/04_principal-component-analysis/02_pca-algorithm/03_other-interpretations-of-pca-optional.mp4 42.12 MB
Coursera - Mathematics for Machine Learning PCA/04_principal-component-analysis/02_pca-algorithm/04_summary-of-this-module.mp4 3.07 MB
Coursera - Mathematics for Machine Learning PCA/04_principal-component-analysis/02_pca-algorithm/05_this-was-the-course-on-pca.mp4 4.43 MB
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