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[FreeCoursesOnline.Me] PacktPub -Mathematics for Data Science and Machine Learning using R [Video]
magnet:?xt=urn:btih:a8212b8dd6d6a2e73a5034bef7c499dcb4941554&dn=[FreeCoursesOnline.Me] PacktPub -Mathematics for Data Science and Machine Learning using R [Video]
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Hash值:
a8212b8dd6d6a2e73a5034bef7c499dcb4941554
点击数:
187
文件大小:
3.68 GB
文件数量:
65
创建日期:
2019-10-5 22:52
最后访问:
2024-7-6 03:15
访问标签:
FreeCoursesOnline
Me
PacktPub
-Mathematics
for
Data
Science
and
Machine
Learning
using
R
Video
文件列表详情
1.Introduction/01.Intro.mp4 12.16 MB
2.Overview of R/02.Introduction.mp4 11 MB
2.Overview of R/03.Overview of R Workspace & Basic Commands.mp4 357.08 MB
2.Overview of R/04.LAB 1 Intro.mp4 26.71 MB
2.Overview of R/05.LAB 1 Solution.mp4 195.63 MB
3.Linear Algebra/06.Scalars Vectors and Matrices.mp4 91.56 MB
3.Linear Algebra/07.Application Scalars Vectors and Matrices.mp4 92.65 MB
3.Linear Algebra/08.LAB 1 Intro Scalars Vectors and Matrices.mp4 5.2 MB
3.Linear Algebra/09.LAB 1 Solution Scalars Vectors and Matrices.mp4 68.23 MB
3.Linear Algebra/10.Vector Operations.mp4 31.97 MB
3.Linear Algebra/11.Application Vector Operations.mp4 131.65 MB
3.Linear Algebra/12.LAB 2 Intro Vector Operations.mp4 5.69 MB
3.Linear Algebra/13.LAB 2 Solution Vector Operations.mp4 68.22 MB
3.Linear Algebra/14.Matrix Operations Addition Subtraction Multiplication.mp4 48.65 MB
3.Linear Algebra/15.Application Matrix Operations Addition Subtraction Multiplication.mp4 53.53 MB
3.Linear Algebra/16.LAB 3 Intro Matrix Operations Addition Subtraction Multiplication.mp4 3.63 MB
3.Linear Algebra/17.LAB 3 Solution Matrix Operations Addition Subtraction Multiplication.mp4 21.11 MB
3.Linear Algebra/18.Matrix Operations Transposes and Inverses.mp4 31.94 MB
3.Linear Algebra/19.Application Matrix Operations Transposes and Inverses.mp4 60.57 MB
3.Linear Algebra/20.LAB 4 Intro Matrix Operations Transposes and Inverses.mp4 2.72 MB
3.Linear Algebra/21.LAB 4 Solution Matrix Operations Transposes and Inverses.mp4 16.48 MB
3.Linear Algebra/22.What is Linear Regression.mp4 44.53 MB
3.Linear Algebra/23.Application What is Linear Regression.mp4 175.51 MB
3.Linear Algebra/24.LAB 5 Intro What is Linear Regression.mp4 10.82 MB
3.Linear Algebra/25.Lab 5 Solution What is Linear Regression.mp4 60.99 MB
3.Linear Algebra/26.Matrix Representation of Linear Regression.mp4 20.66 MB
3.Linear Algebra/27.Application Matrix Representation of Linear Regression.mp4 77.95 MB
3.Linear Algebra/28.Lab 6 Intro Matrix Representation of Linear Regression.mp4 11.77 MB
3.Linear Algebra/29.Lab 6 Solution Matrix Representation of Linear Regression.mp4 57.1 MB
4.Section Calculus/30.Functions and Tangent Lines.mp4 134.88 MB
4.Section Calculus/31.Application Functions and Tangent Lines.mp4 61.64 MB
4.Section Calculus/32.Lab 1 Intro Functions and Tangent Lines.mp4 4.15 MB
4.Section Calculus/33.Lab 1 Solution Functions and Tangent Lines.mp4 45.12 MB
4.Section Calculus/34.Derivatives.mp4 28.49 MB
4.Section Calculus/35.Application Derivatives.mp4 107.76 MB
4.Section Calculus/36.Lab 2 Intro Derivatives.mp4 6.91 MB
4.Section Calculus/37.Lab 2 Solution Derivatives.mp4 83.5 MB
4.Section Calculus/38.Optimization Using Derivatives Single Variable Functions.mp4 41.29 MB
4.Section Calculus/39.Application Optimization Using Derivatives Single Variable.mp4 52.91 MB
4.Section Calculus/40.Intro Optimization Using Derivatives Single Variable Function.mp4 4.46 MB
4.Section Calculus/41.Lab 3 Solution Optimization Using Derivatives Single Variable Function.mp4 50.89 MB
4.Section Calculus/42.Optimization Using Derivatives Two Variable Functions.mp4 40.25 MB
4.Section Calculus/43.Application Optimization Using Derivatives Two Variable Function.mp4 82.8 MB
4.Section Calculus/44.Lab 4 Intro Optimization Using Derivatives Two Variable Functions.mp4 7.81 MB
4.Section Calculus/45.Lab 4 Solution Optimization Using Derivatives Two Variable Function.mp4 25 MB
4.Section Calculus/46.Linear Regression the Calculus Optimization Perspective.mp4 61.6 MB
4.Section Calculus/47.Application Linear Regression the Calculus Optimization Perspective.mp4 35.95 MB
4.Section Calculus/48.Lab 5 Intro Linear Regression the Calculus Optimization Perspective.mp4 9.31 MB
4.Section Calculus/49.Lab 5 Solution Linear Regression the Calculus Optimization Perspective.mp4 32.89 MB
5.Tying it All Together Vector Calculus/50.Orthogonal Vectors and Linear Independence.mp4 110.44 MB
5.Tying it All Together Vector Calculus/51.Application Orthogonal Vectors and Linear Independence.mp4 28.76 MB
5.Tying it All Together Vector Calculus/52.Lab 1 Intro Orthogonal Vectors and Linear Independence.mp4 9.18 MB
5.Tying it All Together Vector Calculus/53.Lab 1 Solution Orthogonal Vectors and Linear Independence.mp4 28.91 MB
5.Tying it All Together Vector Calculus/54.Eigenvectors and Eigenvalues.mp4 40.42 MB
5.Tying it All Together Vector Calculus/55.Application Eigenvectors and Eigenvalues.mp4 260.04 MB
5.Tying it All Together Vector Calculus/56.Lab 2 Intro Eigenvectors and Eigenvalues.mp4 1.93 MB
5.Tying it All Together Vector Calculus/57.Lab 2 Solution Eigenvectors and Eigenvalues.mp4 70.26 MB
5.Tying it All Together Vector Calculus/58.Vectors Gradient Descent.mp4 106.13 MB
5.Tying it All Together Vector Calculus/59.Application Vectors Gradient Descent.mp4 167.01 MB
5.Tying it All Together Vector Calculus/60.Lab 3 Intro Vectors Gradient Descent.mp4 12.49 MB
5.Tying it All Together Vector Calculus/61.Lab 3 Solution Vectors Gradient Descent.mp4 27.46 MB
5.Tying it All Together Vector Calculus/62.Linear Regression the Gradient Descent Perspective.mp4 43.3 MB
5.Tying it All Together Vector Calculus/63.Application Linear Regression the Gradient Descent Perspective.mp4 35.95 MB
5.Tying it All Together Vector Calculus/64.Lab 4 Intro Linear Regression the Gradient Descent Perspective.mp4 12.37 MB
5.Tying it All Together Vector Calculus/65.Lab 4 Solution Linear Regression the Gradient Descent Perspective.mp4 96.65 MB
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