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种子名称： [FreeCoursesOnline.Me] PacktPub -Mathematics for Data Science and Machine Learning using R [Video]
文件类型： 视频
文件数目： 65个文件
文件大小： 3.68 GB
收录时间： 2019-10-5 22:52
已经下载： 3次
资源热度： 180
最近下载： 2024-6-8 02:12

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

1.Introduction/01.Intro.mp412.16MB

2.Overview of R/02.Introduction.mp411MB

2.Overview of R/03.Overview of R Workspace & Basic Commands.mp4357.08MB

2.Overview of R/04.LAB 1 Intro.mp426.71MB

2.Overview of R/05.LAB 1 Solution.mp4195.63MB

3.Linear Algebra/06.Scalars Vectors and Matrices.mp491.56MB

3.Linear Algebra/07.Application Scalars Vectors and Matrices.mp492.65MB

3.Linear Algebra/08.LAB 1 Intro Scalars Vectors and Matrices.mp45.2MB

3.Linear Algebra/09.LAB 1 Solution Scalars Vectors and Matrices.mp468.23MB

3.Linear Algebra/10.Vector Operations.mp431.97MB

3.Linear Algebra/11.Application Vector Operations.mp4131.65MB

3.Linear Algebra/12.LAB 2 Intro Vector Operations.mp45.69MB

3.Linear Algebra/13.LAB 2 Solution Vector Operations.mp468.22MB

3.Linear Algebra/14.Matrix Operations Addition Subtraction Multiplication.mp448.65MB

3.Linear Algebra/15.Application Matrix Operations Addition Subtraction Multiplication.mp453.53MB

3.Linear Algebra/16.LAB 3 Intro Matrix Operations Addition Subtraction Multiplication.mp43.63MB

3.Linear Algebra/17.LAB 3 Solution Matrix Operations Addition Subtraction Multiplication.mp421.11MB

3.Linear Algebra/18.Matrix Operations Transposes and Inverses.mp431.94MB

3.Linear Algebra/19.Application Matrix Operations Transposes and Inverses.mp460.57MB

3.Linear Algebra/20.LAB 4 Intro Matrix Operations Transposes and Inverses.mp42.72MB

3.Linear Algebra/21.LAB 4 Solution Matrix Operations Transposes and Inverses.mp416.48MB

3.Linear Algebra/22.What is Linear Regression.mp444.53MB

3.Linear Algebra/23.Application What is Linear Regression.mp4175.51MB

3.Linear Algebra/24.LAB 5 Intro What is Linear Regression.mp410.82MB

3.Linear Algebra/25.Lab 5 Solution What is Linear Regression.mp460.99MB

3.Linear Algebra/26.Matrix Representation of Linear Regression.mp420.66MB

3.Linear Algebra/27.Application Matrix Representation of Linear Regression.mp477.95MB

3.Linear Algebra/28.Lab 6 Intro Matrix Representation of Linear Regression.mp411.77MB

3.Linear Algebra/29.Lab 6 Solution Matrix Representation of Linear Regression.mp457.1MB

4.Section Calculus/30.Functions and Tangent Lines.mp4134.88MB

4.Section Calculus/31.Application Functions and Tangent Lines.mp461.64MB

4.Section Calculus/32.Lab 1 Intro Functions and Tangent Lines.mp44.15MB

4.Section Calculus/33.Lab 1 Solution Functions and Tangent Lines.mp445.12MB

4.Section Calculus/34.Derivatives.mp428.49MB

4.Section Calculus/35.Application Derivatives.mp4107.76MB

4.Section Calculus/36.Lab 2 Intro Derivatives.mp46.91MB

4.Section Calculus/37.Lab 2 Solution Derivatives.mp483.5MB

4.Section Calculus/38.Optimization Using Derivatives Single Variable Functions.mp441.29MB

4.Section Calculus/39.Application Optimization Using Derivatives Single Variable.mp452.91MB

4.Section Calculus/40.Intro Optimization Using Derivatives Single Variable Function.mp44.46MB

4.Section Calculus/41.Lab 3 Solution Optimization Using Derivatives Single Variable Function.mp450.89MB

4.Section Calculus/42.Optimization Using Derivatives Two Variable Functions.mp440.25MB

4.Section Calculus/43.Application Optimization Using Derivatives Two Variable Function.mp482.8MB

4.Section Calculus/44.Lab 4 Intro Optimization Using Derivatives Two Variable Functions.mp47.81MB

4.Section Calculus/45.Lab 4 Solution Optimization Using Derivatives Two Variable Function.mp425MB

4.Section Calculus/46.Linear Regression the Calculus Optimization Perspective.mp461.6MB

4.Section Calculus/47.Application Linear Regression the Calculus Optimization Perspective.mp435.95MB

4.Section Calculus/48.Lab 5 Intro Linear Regression the Calculus Optimization Perspective.mp49.31MB

4.Section Calculus/49.Lab 5 Solution Linear Regression the Calculus Optimization Perspective.mp432.89MB

5.Tying it All Together Vector Calculus/50.Orthogonal Vectors and Linear Independence.mp4110.44MB

5.Tying it All Together Vector Calculus/51.Application Orthogonal Vectors and Linear Independence.mp428.76MB

5.Tying it All Together Vector Calculus/52.Lab 1 Intro Orthogonal Vectors and Linear Independence.mp49.18MB

5.Tying it All Together Vector Calculus/53.Lab 1 Solution Orthogonal Vectors and Linear Independence.mp428.91MB

5.Tying it All Together Vector Calculus/54.Eigenvectors and Eigenvalues.mp440.42MB

5.Tying it All Together Vector Calculus/55.Application Eigenvectors and Eigenvalues.mp4260.04MB

5.Tying it All Together Vector Calculus/56.Lab 2 Intro Eigenvectors and Eigenvalues.mp41.93MB

5.Tying it All Together Vector Calculus/57.Lab 2 Solution Eigenvectors and Eigenvalues.mp470.26MB

5.Tying it All Together Vector Calculus/58.Vectors Gradient Descent.mp4106.13MB

5.Tying it All Together Vector Calculus/59.Application Vectors Gradient Descent.mp4167.01MB

5.Tying it All Together Vector Calculus/60.Lab 3 Intro Vectors Gradient Descent.mp412.49MB

5.Tying it All Together Vector Calculus/61.Lab 3 Solution Vectors Gradient Descent.mp427.46MB

5.Tying it All Together Vector Calculus/62.Linear Regression the Gradient Descent Perspective.mp443.3MB

5.Tying it All Together Vector Calculus/63.Application Linear Regression the Gradient Descent Perspective.mp435.95MB

5.Tying it All Together Vector Calculus/64.Lab 4 Intro Linear Regression the Gradient Descent Perspective.mp412.37MB

5.Tying it All Together Vector Calculus/65.Lab 4 Solution Linear Regression the Gradient Descent Perspective.mp496.65MB