mathematics for machine learning -移花宫 -武林禁地，闲人禁止入内

[FreeCoursesOnline.Me] PacktPub -Mathematics for Data Science and Machine Learning using R [Video]

2.Overview of R/03.Overview of R Workspace & Basic Commands.mp4 374.4 MB
5.Tying it All Together Vector Calculus/55.Application Eigenvectors and Eigenvalues.mp4 272.7 MB
2.Overview of R/05.LAB 1 Solution.mp4 205.1 MB
3.Linear Algebra/23.Application What is Linear Regression.mp4 184.0 MB
5.Tying it All Together Vector Calculus/59.Application Vectors Gradient Descent.mp4 175.1 MB
4.Section Calculus/30.Functions and Tangent Lines.mp4 141.4 MB
3.Linear Algebra/11.Application Vector Operations.mp4 138.0 MB
Exercise Files/code_9781839210945.zip 124.6 MB
5.Tying it All Together Vector Calculus/50.Orthogonal Vectors and Linear Independence.mp4 115.8 MB
4.Section Calculus/35.Application Derivatives.mp4 113.0 MB
5.Tying it All Together Vector Calculus/58.Vectors Gradient Descent.mp4 111.3 MB
5.Tying it All Together Vector Calculus/65.Lab 4 Solution Linear Regression the Gradient Descent Perspective.mp4 101.3 MB
3.Linear Algebra/07.Application Scalars Vectors and Matrices.mp4 97.2 MB
3.Linear Algebra/06.Scalars Vectors and Matrices.mp4 96.0 MB
4.Section Calculus/37.Lab 2 Solution Derivatives.mp4 87.6 MB
4.Section Calculus/43.Application Optimization Using Derivatives Two Variable Function.mp4 86.8 MB
3.Linear Algebra/27.Application Matrix Representation of Linear Regression.mp4 81.7 MB
5.Tying it All Together Vector Calculus/57.Lab 2 Solution Eigenvectors and Eigenvalues.mp4 73.7 MB
3.Linear Algebra/09.LAB 1 Solution Scalars Vectors and Matrices.mp4 71.5 MB
3.Linear Algebra/13.LAB 2 Solution Vector Operations.mp4 71.5 MB

[磁力链接] 添加时间:2021-06-13 大小:4.1 GB 最近下载:2025-07-26 热度:5195

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

Coursera - Mathematics for Machine Learning Linear Algebra/02_vectors-are-objects-that-move-around-space/03_changing-the-reference-frame/01_changing-basis.mp4 78.3 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/01_what-is-calculus/03_gradients-and-derivatives/02_definition-of-a-derivative.mp4 67.8 MB
Coursera - Mathematics for Machine Learning PCA/04_principal-component-analysis/01_pca-derivation/07_reformulation-of-the-objective.mp4 66.1 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/02_multivariate-calculus/01_moving-to-multivariate/02_variables-constants-context.mp4 58.7 MB
Coursera - Mathematics for Machine Learning PCA/03_orthogonal-projections/01_projections/04_projections-onto-higher-dimensional-subspaces.mp4 56.0 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/05_intro-to-optimisation/01_fitting-as-minimisation-problem/02_gradient-descent.mp4 55.0 MB
Coursera - Mathematics for Machine Learning PCA/04_principal-component-analysis/01_pca-derivation/04_problem-setting-and-pca-objective.mp4 49.8 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/06_regression/02_non-linear-regression/01_general-non-linear-least-squares.mp4 49.6 MB
Coursera - Mathematics for Machine Learning PCA/02_inner-products/02_inner-products/02_inner-product-length-of-vectors.mp4 47.2 MB
Coursera - Mathematics for Machine Learning PCA/03_orthogonal-projections/01_projections/02_projection-onto-1d-subspaces.mp4 47.2 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/02_multivariate-calculus/02_jacobians-vectors-of-derivatives/01_the-jacobian.mp4 46.5 MB
Coursera - Mathematics for Machine Learning PCA/04_principal-component-analysis/02_pca-algorithm/03_other-interpretations-of-pca-optional.mp4 44.2 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/04_taylor-series-and-linearisation/02_multivariable-taylor-series/02_multivariate-taylor.mp4 43.4 MB
Coursera - Mathematics for Machine Learning PCA/02_inner-products/02_inner-products/06_inner-products-of-functions-and-random-variables-optional.mp4 43.0 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/02_multivariate-calculus/03_the-sandpit-game/02_the-hessian.mp4 40.5 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/01_what-is-calculus/04_time-saving-rules/03_taming-a-beast.mp4 39.0 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/05_intro-to-optimisation/02_lagrange-multipliers/01_constrained-optimisation.mp4 38.9 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/05_intro-to-optimisation/01_fitting-as-minimisation-problem/01_welcome-to-module-5.mp4 37.4 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/02_multivariate-calculus/02_jacobians-vectors-of-derivatives/02_jacobian-applied.mp4 37.4 MB
Coursera - Mathematics for Machine Learning Multivariate Calculus/04_taylor-series-and-linearisation/02_multivariable-taylor-series/01_linearisation.mp4 37.1 MB

[磁力链接] 添加时间:2022-03-20 大小:1.8 GB 最近下载:2025-07-23 热度:1531

[CourserHub.com] Coursera - Mathematics for Machine Learning and Data Science Specialization

machine-learning-linear-algebra/01_week-1-system-of-linear-equations/01_specialization-course-introduction/01_specialization-introduction.mp4 27.8 MB
machine-learning-calculus/03_week-3-optimization-in-neural-networks-and-newtons-method/04_lecture-notes/01_week-3-slides_C2_W3.pdf 21.8 MB
machine-learning-calculus/01_week-1-derivatives-and-optimization/05_lecture-notes/01_week-1-slides_C2_W1.pdf 20.4 MB
machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/03_machine-learning-motivation.mp4 18.2 MB
machine-learning-calculus/03_week-3-optimization-in-neural-networks-and-newtons-method/02_lesson-2-newtons-method/03_the-second-derivative.mp4 15.4 MB
machine-learning-linear-algebra/01_week-1-system-of-linear-equations/02_system-of-linear-equations-2-variables/04_system-of-equations.mp4 14.7 MB
machine-learning-linear-algebra/01_week-1-system-of-linear-equations/02_system-of-linear-equations-2-variables/05_system-of-equations-as-lines.mp4 14.6 MB
machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/02_course-introduction-by-luis-serrano.mp4 13.8 MB
machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/13_the-inverse-function-and-its-derivative.mp4 13.5 MB
machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/15_meaning-of-the-exponential-e.mp4 13.1 MB
machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/04_motivation-to-derivatives-part-i.mp4 13.0 MB
machine-learning-linear-algebra/03_week-3-vectors-and-linear-transformations/02_linear-transformations/07_neural-networks-and-matrices.mp4 12.7 MB
machine-learning-calculus/01_week-1-derivatives-and-optimization/03_lesson-2-optimization/05_optimization-of-log-loss-part-1.mp4 12.5 MB
machine-learning-calculus/03_week-3-optimization-in-neural-networks-and-newtons-method/01_lesson-1-optimization-in-neural-networks/09_classification-with-a-neural-network-minimizing-log-loss.mp4 12.1 MB
machine-learning-calculus/02_week-2-gradients-and-gradient-descent/01_lesson-1-gradients/07_optimization-using-gradients-analytical-method.mp4 12.0 MB
machine-learning-linear-algebra/03_week-3-vectors-and-linear-transformations/04_lecture-notes/01_week-3-slides_C1_W3.pdf 12.0 MB
machine-learning-calculus/02_week-2-gradients-and-gradient-descent/01_lesson-1-gradients/01_introduction-to-tangent-planes.mp4 11.4 MB
machine-learning-calculus/02_week-2-gradients-and-gradient-descent/01_lesson-1-gradients/06_optimization-with-gradients-an-example.mp4 10.8 MB
machine-learning-linear-algebra/01_week-1-system-of-linear-equations/02_system-of-linear-equations-2-variables/03_system-of-sentences.mp4 10.8 MB
machine-learning-calculus/03_week-3-optimization-in-neural-networks-and-newtons-method/01_lesson-1-optimization-in-neural-networks/07_classification-with-perceptron-calculating-the-derivatives.mp4 10.8 MB

[磁力链接] 添加时间:2024-01-06 大小:899.7 MB 最近下载:2025-07-24 热度:9005

[ FreeCourseWeb.com ] Udemy - Mathematics revision for Machine Learning, IIM CAT and GMAT.zip

[ FreeCourseWeb.com ] Udemy - Mathematics revision for Machine Learning, IIM CAT and GMAT.zip 644.7 MB

[磁力链接] 添加时间:2022-03-12 大小:644.7 MB 最近下载:2025-07-24 热度:761

[ DevCourseWeb.com ] Udemy - Mathematics & Statistics for Machine Learning.zip

[ DevCourseWeb.com ] Udemy - Mathematics & Statistics for Machine Learning.zip 451.0 MB

[磁力链接] 添加时间:2021-03-20 大小:451.0 MB 最近下载:2025-07-27 热度:1422