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

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

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2019-10-02

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FreeCoursesOnline Me PacktPub Mathematics for Data Science and Machine Learning using Video

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1.Introduction/01.Intro.mp4

12.16MB

2.Overview of R/02.Introduction.mp4

11MB

2.Overview of R/03.Overview of R Workspace & Basic Commands.mp4

357.08MB

2.Overview of R/04.LAB 1 Intro.mp4

26.71MB

2.Overview of R/05.LAB 1 Solution.mp4

195.63MB

3.Linear Algebra/06.Scalars Vectors and Matrices.mp4

91.56MB

3.Linear Algebra/07.Application Scalars Vectors and Matrices.mp4

92.65MB

3.Linear Algebra/08.LAB 1 Intro Scalars Vectors and Matrices.mp4

5.2MB

3.Linear Algebra/09.LAB 1 Solution Scalars Vectors and Matrices.mp4

68.23MB

3.Linear Algebra/10.Vector Operations.mp4

31.97MB

3.Linear Algebra/11.Application Vector Operations.mp4

131.65MB

3.Linear Algebra/12.LAB 2 Intro Vector Operations.mp4

5.69MB

3.Linear Algebra/13.LAB 2 Solution Vector Operations.mp4

68.22MB

3.Linear Algebra/14.Matrix Operations Addition Subtraction Multiplication.mp4

48.65MB

3.Linear Algebra/15.Application Matrix Operations Addition Subtraction Multiplication.mp4

53.53MB

3.Linear Algebra/16.LAB 3 Intro Matrix Operations Addition Subtraction Multiplication.mp4

3.63MB

3.Linear Algebra/17.LAB 3 Solution Matrix Operations Addition Subtraction Multiplication.mp4

21.11MB

3.Linear Algebra/18.Matrix Operations Transposes and Inverses.mp4

31.94MB

3.Linear Algebra/19.Application Matrix Operations Transposes and Inverses.mp4

60.57MB

3.Linear Algebra/20.LAB 4 Intro Matrix Operations Transposes and Inverses.mp4

2.72MB

3.Linear Algebra/21.LAB 4 Solution Matrix Operations Transposes and Inverses.mp4

16.48MB

3.Linear Algebra/22.What is Linear Regression.mp4

44.53MB

3.Linear Algebra/23.Application What is Linear Regression.mp4

175.51MB

3.Linear Algebra/24.LAB 5 Intro What is Linear Regression.mp4

10.82MB

3.Linear Algebra/25.Lab 5 Solution What is Linear Regression.mp4

60.99MB

3.Linear Algebra/26.Matrix Representation of Linear Regression.mp4

20.66MB

3.Linear Algebra/27.Application Matrix Representation of Linear Regression.mp4

77.95MB

3.Linear Algebra/28.Lab 6 Intro Matrix Representation of Linear Regression.mp4

11.77MB

3.Linear Algebra/29.Lab 6 Solution Matrix Representation of Linear Regression.mp4

57.1MB

4.Section Calculus/30.Functions and Tangent Lines.mp4

134.88MB

4.Section Calculus/31.Application Functions and Tangent Lines.mp4

61.64MB

4.Section Calculus/32.Lab 1 Intro Functions and Tangent Lines.mp4

4.15MB

4.Section Calculus/33.Lab 1 Solution Functions and Tangent Lines.mp4

45.12MB

4.Section Calculus/34.Derivatives.mp4

28.49MB

4.Section Calculus/35.Application Derivatives.mp4

107.76MB

4.Section Calculus/36.Lab 2 Intro Derivatives.mp4

6.91MB

4.Section Calculus/37.Lab 2 Solution Derivatives.mp4

83.5MB

4.Section Calculus/38.Optimization Using Derivatives Single Variable Functions.mp4

41.29MB

4.Section Calculus/39.Application Optimization Using Derivatives Single Variable.mp4

52.91MB

4.Section Calculus/40.Intro Optimization Using Derivatives Single Variable Function.mp4

4.46MB

4.Section Calculus/41.Lab 3 Solution Optimization Using Derivatives Single Variable Function.mp4

50.89MB

4.Section Calculus/42.Optimization Using Derivatives Two Variable Functions.mp4

40.25MB

4.Section Calculus/43.Application Optimization Using Derivatives Two Variable Function.mp4

82.8MB

4.Section Calculus/44.Lab 4 Intro Optimization Using Derivatives Two Variable Functions.mp4

7.81MB

4.Section Calculus/45.Lab 4 Solution Optimization Using Derivatives Two Variable Function.mp4

25MB

4.Section Calculus/46.Linear Regression the Calculus Optimization Perspective.mp4

61.6MB

4.Section Calculus/47.Application Linear Regression the Calculus Optimization Perspective.mp4

35.95MB

4.Section Calculus/48.Lab 5 Intro Linear Regression the Calculus Optimization Perspective.mp4

9.31MB

4.Section Calculus/49.Lab 5 Solution Linear Regression the Calculus Optimization Perspective.mp4

32.89MB

5.Tying it All Together Vector Calculus/50.Orthogonal Vectors and Linear Independence.mp4

110.44MB

5.Tying it All Together Vector Calculus/51.Application Orthogonal Vectors and Linear Independence.mp4

28.76MB

5.Tying it All Together Vector Calculus/52.Lab 1 Intro Orthogonal Vectors and Linear Independence.mp4

9.18MB

5.Tying it All Together Vector Calculus/53.Lab 1 Solution Orthogonal Vectors and Linear Independence.mp4

28.91MB

5.Tying it All Together Vector Calculus/54.Eigenvectors and Eigenvalues.mp4

40.42MB

5.Tying it All Together Vector Calculus/55.Application Eigenvectors and Eigenvalues.mp4

260.04MB

5.Tying it All Together Vector Calculus/56.Lab 2 Intro Eigenvectors and Eigenvalues.mp4

1.93MB

5.Tying it All Together Vector Calculus/57.Lab 2 Solution Eigenvectors and Eigenvalues.mp4

70.26MB

5.Tying it All Together Vector Calculus/58.Vectors Gradient Descent.mp4

106.13MB

5.Tying it All Together Vector Calculus/59.Application Vectors Gradient Descent.mp4

167.01MB

5.Tying it All Together Vector Calculus/60.Lab 3 Intro Vectors Gradient Descent.mp4

12.49MB

5.Tying it All Together Vector Calculus/61.Lab 3 Solution Vectors Gradient Descent.mp4

27.46MB

5.Tying it All Together Vector Calculus/62.Linear Regression the Gradient Descent Perspective.mp4

43.3MB

5.Tying it All Together Vector Calculus/63.Application Linear Regression the Gradient Descent Perspective.mp4

35.95MB

5.Tying it All Together Vector Calculus/64.Lab 4 Intro Linear Regression the Gradient Descent Perspective.mp4

12.37MB

5.Tying it All Together Vector Calculus/65.Lab 4 Solution Linear Regression the Gradient Descent Perspective.mp4

96.65MB

Exercise Files/code_9781839210945.zip

118.81MB

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