[CourseClub.Me] Coursera – Mathematics for Machine Learning Specialization

Creation Time	Aug. 5, 2024, 8:09 a.m.
Last Access Time	Sept. 16, 2024, 1:30 p.m.
File Size	1.7 GB
Keywords	Me CourseClub for Coursera Machine – Learning Mathematics Specialization
Total Requests	19
Total Files	239
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Coursera - Mathematics for Machine Learning Linear Algebra/02_vectors-are-objects-that-move-around-space/03_changing-the-reference-frame/01_changing-basis.mp4 74.7 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/01_what-is-calculus/03_gradients-and-derivatives/02_definition-of-a-derivative.mp4 64.7 MB
Coursera - Mathematics for Machine Learning PCA/04_principal-component-analysis/01_pca-derivation/07_reformulation-of-the-objective.mp4 63.0 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/02_multivariate-calculus/01_moving-to-multivariate/02_variables-constants-context.mp4 56.0 MB
Coursera - Mathematics for Machine Learning PCA/03_orthogonal-projections/01_projections/04_projections-onto-higher-dimensional-subspaces.mp4 53.4 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/05_intro-to-optimisation/01_fitting-as-minimisation-problem/02_gradient-descent.mp4 52.4 MB
Coursera - Mathematics for Machine Learning PCA/04_principal-component-analysis/01_pca-derivation/04_problem-setting-and-pca-objective.mp4 47.5 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/06_regression/02_non-linear-regression/01_general-non-linear-least-squares.mp4 47.3 MB
Coursera - Mathematics for Machine Learning PCA/02_inner-products/02_inner-products/02_inner-product-length-of-vectors.mp4 45.0 MB
Coursera - Mathematics for Machine Learning PCA/03_orthogonal-projections/01_projections/02_projection-onto-1d-subspaces.mp4 45.0 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/02_multivariate-calculus/02_jacobians-vectors-of-derivatives/01_the-jacobian.mp4 44.3 MB
Coursera - Mathematics for Machine Learning PCA/04_principal-component-analysis/02_pca-algorithm/03_other-interpretations-of-pca-optional.mp4 42.1 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/04_taylor-series-and-linearisation/02_multivariable-taylor-series/02_multivariate-taylor.mp4 41.4 MB
Coursera - Mathematics for Machine Learning PCA/02_inner-products/02_inner-products/06_inner-products-of-functions-and-random-variables-optional.mp4 41.0 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/02_multivariate-calculus/03_the-sandpit-game/02_the-hessian.mp4 38.6 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/01_what-is-calculus/04_time-saving-rules/03_taming-a-beast.mp4 37.2 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/05_intro-to-optimisation/02_lagrange-multipliers/01_constrained-optimisation.mp4 37.1 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/05_intro-to-optimisation/01_fitting-as-minimisation-problem/01_welcome-to-module-5.mp4 35.7 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/02_multivariate-calculus/02_jacobians-vectors-of-derivatives/02_jacobian-applied.mp4 35.7 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/04_taylor-series-and-linearisation/02_multivariable-taylor-series/01_linearisation.mp4 35.3 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/04_taylor-series-and-linearisation/01_taylor-series-for-approximations/06_examples.mp4 34.7 MB
Coursera - Mathematics for Machine Learning PCA/04_principal-component-analysis/02_pca-algorithm/02_pca-in-high-dimensions.mp4 34.6 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/01_what-is-calculus/04_time-saving-rules/02_chain-rule.mp4 33.8 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/02_multivariate-calculus/03_the-sandpit-game/01_the-sandpit.mp4 33.4 MB
Coursera - Mathematics for Machine Learning PCA/02_inner-products/02_inner-products/05_inner-product-angles-and-orthogonality.mp4 32.9 MB
Coursera - Mathematics for Machine Learning PCA/02_inner-products/02_inner-products/01_inner-product-definition.mp4 32.7 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/01_what-is-calculus/03_gradients-and-derivatives/01_rise-over-run.mp4 32.4 MB
Coursera - Mathematics for Machine Learning PCA/04_principal-component-analysis/01_pca-derivation/06_finding-the-coordinates-of-the-projected-data.mp4 32.0 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/02_multivariate-calculus/03_the-sandpit-game/03_reality-is-hard.mp4 31.9 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/06_regression/01_into-to-linear-regression/01_simple-linear-regression.mp4 31.2 MB
Coursera - Mathematics for Machine Learning PCA/02_inner-products/01_dot-product/02_dot-product.mp4 30.1 MB
Coursera - Mathematics for Machine Learning PCA/01_statistics-of-datasets/03_variances-and-covariances/01_variance-of-one-dimensional-datasets.mp4 29.2 MB
Coursera - Mathematics for Machine Learning PCA/01_statistics-of-datasets/04_linear-transformation-of-datasets/01_effect-on-the-mean.mp4 28.2 MB
Coursera - Mathematics for Machine Learning PCA/01_statistics-of-datasets/03_variances-and-covariances/03_variance-of-higher-dimensional-datasets.mp4 28.0 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/01_what-is-calculus/02_back-to-basics-functions/02_functions.mp4 27.9 MB
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/04_taylor-series-and-linearisation/01_taylor-series-for-approximations/03_power-series.mp4 24.7 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/03_orthogonal-projections/01_projections/06_example-projection-onto-a-2d-subspace.mp4 22.9 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/01_statistics-of-datasets/02_mean-values/02_mean-of-a-dataset.mp4 20.1 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/01_statistics-of-datasets/04_linear-transformation-of-datasets/02_effect-on-the-co-variance.mp4 17.3 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/05_intro-to-optimisation/03_assessment/01_see-you-next-module.mp4 16.9 MB
Coursera - Mathematics for Machine Learning PCA/01_statistics-of-datasets/01_welcome-to-this-course/01_introduction-to-the-course.mp4 14.8 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/01_what-is-calculus/01_welcome-to-this-course/01_welcome-to-multivariate-calculus.mp4 14.0 MB
Coursera - Mathematics for Machine Learning PCA/02_inner-products/01_dot-product/01_welcome-to-module-2.mp4 10.3 MB
Coursera - Mathematics for Machine Learning Linear Algebra/01_introduction-to-linear-algebra-and-to-mathematics-for-machine-learning/04_summary/01_summary.mp4 7.9 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/02_multivariate-calculus/01_moving-to-multivariate/01_welcome-to-module-2.mp4 6.7 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/01_what-is-calculus/02_back-to-basics-functions/01_welcome-to-module-1.mp4 6.4 MB
Coursera - Mathematics for Machine Learning PCA/04_principal-component-analysis/01_pca-derivation/01_welcome-to-module-4.mp4 5.8 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/06_regression/02_non-linear-regression/03_wrap-up-of-this-course.mp4 5.3 MB
Coursera - Mathematics for Machine Learning PCA/04_principal-component-analysis/02_pca-algorithm/05_this-was-the-course-on-pca.mp4 4.4 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/01_what-is-calculus/05_assessment/01_see-you-next-module.mp4 4.0 MB
Coursera - Mathematics for Machine Learning PCA/01_statistics-of-datasets/02_mean-values/01_welcome-to-module-1.mp4 3.4 MB
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 PCA/04_principal-component-analysis/02_pca-algorithm/04_summary-of-this-module.mp4 3.1 MB
Coursera - Mathematics for Machine Learning PCA/03_orthogonal-projections/01_projections/01_welcome-to-module-3.mp4 3.0 MB
Coursera - Mathematics for Machine Learning PCA/02_inner-products/02_inner-products/07_heading-for-the-next-module.mp4 2.6 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/04_taylor-series-and-linearisation/02_multivariable-taylor-series/03_see-you-next-module.mp4 2.4 MB
Coursera - Mathematics for Machine Learning PCA/03_orthogonal-projections/01_projections/07_this-was-module-3.mp4 2.4 MB
Coursera - Mathematics for Machine Learning PCA/01_statistics-of-datasets/04_linear-transformation-of-datasets/03_see-you-next-module.mp4 2.1 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/02_multivariate-calculus/03_the-sandpit-game/04_see-you-next-module.mp4 2.1 MB
Coursera - Mathematics for Machine Learning PCA/05_Resources/02_video-slides/01__Mathematics_for_Machine_Learning_PCA_Lecture_Slides.pdf 595.1 KB
Coursera - Mathematics for Machine Learning Multivariate Calculus/07_Resources/01_formula-sheet/01__maths4ml-mvc-cheatsheet.pdf 215.0 KB
Coursera - Mathematics for Machine Learning PCA/03_orthogonal-projections/01_projections/05_full-derivation-of-the-projection_projections.pdf 205.7 KB
Coursera - Mathematics for Machine Learning PCA/04_principal-component-analysis/01_pca-derivation/05_multivariate-chain-rule_chain_rule.pdf 151.4 KB
Coursera - Mathematics for Machine Learning PCA/04_principal-component-analysis/01_pca-derivation/02_vector-spaces_vector_spaces.pdf 149.7 KB
Coursera - Mathematics for Machine Learning Linear Algebra/06_Resources/01_formula-sheet/01__maths4ml-linearalgebra-formula.pdf 124.8 KB
Coursera - Mathematics for Machine Learning PCA/02_inner-products/02_inner-products/04_basis-vectors_basis.pdf 113.9 KB
Coursera - Mathematics for Machine Learning PCA/03_orthogonal-projections/01_projections/04_projections-onto-higher-dimensional-subspaces_projectionsNd.pdf 55.2 KB
Coursera - Mathematics for Machine Learning PCA/02_inner-products/01_dot-product/02_dot-product_dot_product.pdf 53.2 KB
Coursera - Mathematics for Machine Learning PCA/01_statistics-of-datasets/04_linear-transformation-of-datasets/02_effect-on-the-co-variance_linear_trafo.pdf 51.7 KB
Coursera - Mathematics for Machine Learning PCA/02_inner-products/02_inner-products/01_inner-product-definition_inner_product.pdf 48.1 KB
Coursera - Mathematics for Machine Learning PCA/04_principal-component-analysis/02_pca-algorithm/01_steps-of-pca_pca_steps.pdf 47.9 KB
Coursera - Mathematics for Machine Learning PCA/03_orthogonal-projections/01_projections/03_example-projection-onto-1d-subspaces_projections1d.pdf 46.8 KB
Coursera - Mathematics for Machine Learning PCA/02_inner-products/02_inner-products/02_inner-product-length-of-vectors_inner_product_lengths.pdf 42.5 KB
Coursera - Mathematics for Machine Learning PCA/01_statistics-of-datasets/03_variances-and-covariances/01_variance-of-one-dimensional-datasets_variances.pdf 42.0 KB
Coursera - Mathematics for Machine Learning PCA/04_principal-component-analysis/02_pca-algorithm/02_pca-in-high-dimensions_pca_high_dims.pdf 39.8 KB
Coursera - Mathematics for Machine Learning PCA/02_inner-products/02_inner-products/05_inner-product-angles-and-orthogonality_inner_product_angles.pdf 39.5 KB
Coursera - Mathematics for Machine Learning PCA/01_statistics-of-datasets/02_mean-values/02_mean-of-a-dataset_means.pdf 38.0 KB
Coursera - Mathematics for Machine Learning PCA/01_statistics-of-datasets/01_welcome-to-this-course/03_how-to-be-successful-in-this-course_instructions.html 22.3 KB
Coursera - Mathematics for Machine Learning PCA/04_principal-component-analysis/01_pca-derivation/03_orthogonal-complements_OrthogonalDecomposition.html 16.8 KB
Coursera - Mathematics for Machine Learning Multivariate Calculus/06_regression/01_into-to-linear-regression/01_simple-linear-regression.en.srt 16.2 KB
Coursera - Mathematics for Machine Learning Multivariate Calculus/01_what-is-calculus/03_gradients-and-derivatives/02_definition-of-a-derivative.en.srt 14.0 KB
Coursera - Mathematics for Machine Learning Multivariate Calculus/05_intro-to-optimisation/01_fitting-as-minimisation-problem/02_gradient-descent.en.srt 12.4 KB
Coursera - Mathematics for Machine Learning Multivariate Calculus/02_multivariate-calculus/01_moving-to-multivariate/02_variables-constants-context.en.srt 11.6 KB
Coursera - Mathematics for Machine Learning Multivariate Calculus/05_intro-to-optimisation/01_fitting-as-minimisation-problem/01_welcome-to-module-5.en.srt 11.5 KB
Coursera - Mathematics for Machine Learning Multivariate Calculus/05_intro-to-optimisation/02_lagrange-multipliers/01_constrained-optimisation.en.srt 11.5 KB
Coursera - Mathematics for Machine Learning PCA/04_principal-component-analysis/01_pca-derivation/07_reformulation-of-the-objective.en.srt 9.9 KB
Coursera - Mathematics for Machine Learning Multivariate Calculus/06_regression/02_non-linear-regression/01_general-non-linear-least-squares.en.srt 9.8 KB
Coursera - Mathematics for Machine Learning Multivariate Calculus/06_regression/01_into-to-linear-regression/01_simple-linear-regression.en.txt 9.8 KB
Coursera - Mathematics for Machine Learning Multivariate Calculus/02_multivariate-calculus/02_jacobians-vectors-of-derivatives/02_jacobian-applied.en.srt 8.9 KB
Coursera - Mathematics for Machine Learning Multivariate Calculus/02_multivariate-calculus/02_jacobians-vectors-of-derivatives/01_the-jacobian.en.srt 8.4 KB
Coursera - Mathematics for Machine Learning PCA/03_orthogonal-projections/01_projections/04_projections-onto-higher-dimensional-subspaces.en.srt 8.3 KB
Coursera - Mathematics for Machine Learning Multivariate Calculus/01_what-is-calculus/03_gradients-and-derivatives/02_definition-of-a-derivative.en.txt 8.3 KB
Coursera - Mathematics for Machine Learning PCA/04_principal-component-analysis/02_pca-algorithm/03_other-interpretations-of-pca-optional.en.srt 8.2 KB
Coursera - Mathematics for Machine Learning Multivariate Calculus/01_what-is-calculus/04_time-saving-rules/02_chain-rule.en.srt 8.1 KB
Coursera - Mathematics for Machine Learning Multivariate Calculus/02_multivariate-calculus/03_the-sandpit-game/02_the-hessian.en.srt 8.1 KB
Coursera - Mathematics for Machine Learning Multivariate Calculus/04_taylor-series-and-linearisation/01_taylor-series-for-approximations/06_examples.en.srt 8.0 KB
Coursera - Mathematics for Machine Learning Multivariate Calculus/05_intro-to-optimisation/01_fitting-as-minimisation-problem/01_welcome-to-module-5.en.txt 8.0 KB
Coursera - Mathematics for Machine Learning PCA/03_orthogonal-projections/01_projections/02_projection-onto-1d-subspaces.en.srt 8.0 KB
Coursera - Mathematics for Machine Learning Multivariate Calculus/01_what-is-calculus/03_gradients-and-derivatives/01_rise-over-run.en.srt 7.9 KB
Coursera - Mathematics for Machine Learning PCA/02_inner-products/02_inner-products/06_inner-products-of-functions-and-random-variables-optional.en.srt 7.9 KB
Coursera - Mathematics for Machine Learning PCA/04_principal-component-analysis/01_pca-derivation/04_problem-setting-and-pca-objective.en.srt 7.7 KB
Coursera - Mathematics for Machine Learning Multivariate Calculus/04_taylor-series-and-linearisation/02_multivariable-taylor-series/01_linearisation.en.srt 7.5 KB
Coursera - Mathematics for Machine Learning Multivariate Calculus/02_multivariate-calculus/03_the-sandpit-game/03_reality-is-hard.en.srt 7.5 KB
Coursera - Mathematics for Machine Learning Multivariate Calculus/05_intro-to-optimisation/01_fitting-as-minimisation-problem/02_gradient-descent.en.txt 7.5 KB
Coursera - Mathematics for Machine Learning Multivariate Calculus/02_multivariate-calculus/03_the-sandpit-game/01_the-sandpit.en.srt 7.3 KB
Coursera - Mathematics for Machine Learning Multivariate Calculus/02_multivariate-calculus/01_moving-to-multivariate/02_variables-constants-context.en.txt 7.2 KB
Coursera - Mathematics for Machine Learning Multivariate Calculus/05_intro-to-optimisation/02_lagrange-multipliers/01_constrained-optimisation.en.txt 7.0 KB
Coursera - Mathematics for Machine Learning Multivariate Calculus/01_what-is-calculus/04_time-saving-rules/03_taming-a-beast.en.srt 6.9 KB
Coursera - Mathematics for Machine Learning PCA/02_inner-products/02_inner-products/02_inner-product-length-of-vectors.en.srt 6.4 KB
Coursera - Mathematics for Machine Learning PCA/02_inner-products/02_inner-products/05_inner-product-angles-and-orthogonality.en.srt 6.3 KB
Coursera - Mathematics for Machine Learning PCA/01_statistics-of-datasets/03_variances-and-covariances/03_variance-of-higher-dimensional-datasets.en.srt 6.2 KB
Coursera - Mathematics for Machine Learning Multivariate Calculus/01_what-is-calculus/02_back-to-basics-functions/02_functions.en.srt 6.2 KB
Coursera - Mathematics for Machine Learning PCA/01_statistics-of-datasets/01_welcome-to-this-course/01_introduction-to-the-course.en.srt 5.9 KB
Coursera - Mathematics for Machine Learning Multivariate Calculus/06_regression/02_non-linear-regression/01_general-non-linear-least-squares.en.txt 5.9 KB
Coursera - Mathematics for Machine Learning PCA/04_principal-component-analysis/01_pca-derivation/07_reformulation-of-the-objective.en.txt 5.8 KB
Coursera - Mathematics for Machine Learning Multivariate Calculus/01_what-is-calculus/04_time-saving-rules/01_product-rule.en.srt 5.7 KB
Coursera - Mathematics for Machine Learning PCA/04_principal-component-analysis/02_pca-algorithm/01_steps-of-pca.en.srt 5.7 KB
Coursera - Mathematics for Machine Learning PCA/04_principal-component-analysis/02_pca-algorithm/02_pca-in-high-dimensions.en.srt 5.6 KB
Coursera - Mathematics for Machine Learning PCA/01_statistics-of-datasets/03_variances-and-covariances/01_variance-of-one-dimensional-datasets.en.srt 5.5 KB
Coursera - Mathematics for Machine Learning Multivariate Calculus/04_taylor-series-and-linearisation/01_taylor-series-for-approximations/03_power-series.en.srt 5.4 KB
Coursera - Mathematics for Machine Learning Multivariate Calculus/02_multivariate-calculus/02_jacobians-vectors-of-derivatives/02_jacobian-applied.en.txt 5.3 KB
Coursera - Mathematics for Machine Learning PCA/04_principal-component-analysis/02_pca-algorithm/03_other-interpretations-of-pca-optional.en.txt 5.1 KB
Coursera - Mathematics for Machine Learning Multivariate Calculus/04_taylor-series-and-linearisation/01_taylor-series-for-approximations/06_examples.en.txt 5.1 KB
Coursera - Mathematics for Machine Learning Multivariate Calculus/02_multivariate-calculus/02_jacobians-vectors-of-derivatives/01_the-jacobian.en.txt 5.1 KB
Coursera - Mathematics for Machine Learning Multivariate Calculus/02_multivariate-calculus/03_the-sandpit-game/02_the-hessian.en.txt 5.1 KB
Coursera - Mathematics for Machine Learning PCA/02_inner-products/02_inner-products/01_inner-product-definition.en.srt 5.0 KB
Coursera - Mathematics for Machine Learning Multivariate Calculus/01_what-is-calculus/03_gradients-and-derivatives/01_rise-over-run.en.txt 5.0 KB
Coursera - Mathematics for Machine Learning PCA/04_principal-component-analysis/01_pca-derivation/06_finding-the-coordinates-of-the-projected-data.en.srt 4.9 KB
Coursera - Mathematics for Machine Learning PCA/03_orthogonal-projections/01_projections/04_projections-onto-higher-dimensional-subspaces.en.txt 4.9 KB
Coursera - Mathematics for Machine Learning PCA/01_statistics-of-datasets/02_mean-values/02_mean-of-a-dataset.en.srt 4.9 KB
Coursera - Mathematics for Machine Learning Multivariate Calculus/01_what-is-calculus/04_time-saving-rules/02_chain-rule.en.txt 4.9 KB
Coursera - Mathematics for Machine Learning Multivariate Calculus/04_taylor-series-and-linearisation/02_multivariable-taylor-series/01_linearisation.en.txt 4.9 KB
Coursera - Mathematics for Machine Learning PCA/03_orthogonal-projections/01_projections/02_projection-onto-1d-subspaces.en.txt 4.8 KB
Coursera - Mathematics for Machine Learning Multivariate Calculus/02_multivariate-calculus/03_the-sandpit-game/03_reality-is-hard.en.txt 4.8 KB
Coursera - Mathematics for Machine Learning Multivariate Calculus/02_multivariate-calculus/03_the-sandpit-game/01_the-sandpit.en.txt 4.7 KB
Coursera - Mathematics for Machine Learning PCA/02_inner-products/02_inner-products/06_inner-products-of-functions-and-random-variables-optional.en.txt 4.7 KB
Coursera - Mathematics for Machine Learning PCA/01_statistics-of-datasets/04_linear-transformation-of-datasets/01_effect-on-the-mean.en.srt 4.7 KB
Coursera - Mathematics for Machine Learning PCA/04_principal-component-analysis/01_pca-derivation/04_problem-setting-and-pca-objective.en.txt 4.6 KB
Coursera - Mathematics for Machine Learning PCA/01_statistics-of-datasets/04_linear-transformation-of-datasets/02_effect-on-the-co-variance.en.srt 4.5 KB
Coursera - Mathematics for Machine Learning PCA/02_inner-products/01_dot-product/02_dot-product.en.srt 4.5 KB
Coursera - Mathematics for Machine Learning Multivariate Calculus/01_what-is-calculus/04_time-saving-rules/03_taming-a-beast.en.txt 4.3 KB
Coursera - Mathematics for Machine Learning PCA/01_statistics-of-datasets/01_welcome-to-this-course/02_about-imperial-college-the-team_instructions.html 3.9 KB
Coursera - Mathematics for Machine Learning Multivariate Calculus/01_what-is-calculus/02_back-to-basics-functions/02_functions.en.txt 3.9 KB
Coursera - Mathematics for Machine Learning PCA/02_inner-products/02_inner-products/05_inner-product-angles-and-orthogonality.en.txt 3.8 KB
Coursera - Mathematics for Machine Learning PCA/02_inner-products/02_inner-products/02_inner-product-length-of-vectors.en.txt 3.8 KB
Coursera - Mathematics for Machine Learning PCA/01_statistics-of-datasets/03_variances-and-covariances/03_variance-of-higher-dimensional-datasets.en.txt 3.8 KB
Coursera - Mathematics for Machine Learning Multivariate Calculus/01_what-is-calculus/04_time-saving-rules/01_product-rule.en.txt 3.7 KB
Coursera - Mathematics for Machine Learning PCA/01_statistics-of-datasets/01_welcome-to-this-course/01_introduction-to-the-course.en.txt 3.6 KB
Coursera - Mathematics for Machine Learning PCA/04_principal-component-analysis/02_pca-algorithm/01_steps-of-pca.en.txt 3.6 KB
Coursera - Mathematics for Machine Learning Multivariate Calculus/05_intro-to-optimisation/03_assessment/01_see-you-next-module.en.srt 3.4 KB
Coursera - Mathematics for Machine Learning Multivariate Calculus/01_what-is-calculus/01_welcome-to-this-course/01_welcome-to-multivariate-calculus.en.srt 3.4 KB
Coursera - Mathematics for Machine Learning PCA/04_principal-component-analysis/02_pca-algorithm/02_pca-in-high-dimensions.en.txt 3.4 KB
Coursera - Mathematics for Machine Learning Multivariate Calculus/04_taylor-series-and-linearisation/01_taylor-series-for-approximations/03_power-series.en.txt 3.3 KB
Coursera - Mathematics for Machine Learning PCA/01_statistics-of-datasets/03_variances-and-covariances/01_variance-of-one-dimensional-datasets.en.txt 3.2 KB
Coursera - Mathematics for Machine Learning PCA/03_orthogonal-projections/01_projections/06_example-projection-onto-a-2d-subspace.en.srt 3.1 KB
Coursera - Mathematics for Machine Learning PCA/02_inner-products/02_inner-products/03_inner-product-distances-between-vectors.en.srt 3.0 KB
Coursera - Mathematics for Machine Learning PCA/04_principal-component-analysis/01_pca-derivation/06_finding-the-coordinates-of-the-projected-data.en.txt 3.0 KB
Coursera - Mathematics for Machine Learning PCA/01_statistics-of-datasets/02_mean-values/02_mean-of-a-dataset.en.txt 2.9 KB
Coursera - Mathematics for Machine Learning PCA/02_inner-products/02_inner-products/01_inner-product-definition.en.txt 2.8 KB
Coursera - Mathematics for Machine Learning PCA/03_orthogonal-projections/01_projections/03_example-projection-onto-1d-subspaces.en.srt 2.8 KB
Coursera - Mathematics for Machine Learning PCA/01_statistics-of-datasets/04_linear-transformation-of-datasets/02_effect-on-the-co-variance.en.txt 2.7 KB
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