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

文件类型 收录时间 最后活跃 资源热度 文件大小 文件数量
视频 2019-10-5 22:52 2024-11-19 03:42 237 3.68 GB 65
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FreeCoursesOnline Me PacktPub -Mathematics for Data Science and Machine Learning using R Video

文件列表
  1. 1.Introduction/01.Intro.mp412.16MB
  2. 2.Overview of R/02.Introduction.mp411MB
  3. 2.Overview of R/03.Overview of R Workspace & Basic Commands.mp4357.08MB
  4. 2.Overview of R/04.LAB 1 Intro.mp426.71MB
  5. 2.Overview of R/05.LAB 1 Solution.mp4195.63MB
  6. 3.Linear Algebra/06.Scalars Vectors and Matrices.mp491.56MB
  7. 3.Linear Algebra/07.Application Scalars Vectors and Matrices.mp492.65MB
  8. 3.Linear Algebra/08.LAB 1 Intro Scalars Vectors and Matrices.mp45.2MB
  9. 3.Linear Algebra/09.LAB 1 Solution Scalars Vectors and Matrices.mp468.23MB
  10. 3.Linear Algebra/10.Vector Operations.mp431.97MB
  11. 3.Linear Algebra/11.Application Vector Operations.mp4131.65MB
  12. 3.Linear Algebra/12.LAB 2 Intro Vector Operations.mp45.69MB
  13. 3.Linear Algebra/13.LAB 2 Solution Vector Operations.mp468.22MB
  14. 3.Linear Algebra/14.Matrix Operations Addition Subtraction Multiplication.mp448.65MB
  15. 3.Linear Algebra/15.Application Matrix Operations Addition Subtraction Multiplication.mp453.53MB
  16. 3.Linear Algebra/16.LAB 3 Intro Matrix Operations Addition Subtraction Multiplication.mp43.63MB
  17. 3.Linear Algebra/17.LAB 3 Solution Matrix Operations Addition Subtraction Multiplication.mp421.11MB
  18. 3.Linear Algebra/18.Matrix Operations Transposes and Inverses.mp431.94MB
  19. 3.Linear Algebra/19.Application Matrix Operations Transposes and Inverses.mp460.57MB
  20. 3.Linear Algebra/20.LAB 4 Intro Matrix Operations Transposes and Inverses.mp42.72MB
  21. 3.Linear Algebra/21.LAB 4 Solution Matrix Operations Transposes and Inverses.mp416.48MB
  22. 3.Linear Algebra/22.What is Linear Regression.mp444.53MB
  23. 3.Linear Algebra/23.Application What is Linear Regression.mp4175.51MB
  24. 3.Linear Algebra/24.LAB 5 Intro What is Linear Regression.mp410.82MB
  25. 3.Linear Algebra/25.Lab 5 Solution What is Linear Regression.mp460.99MB
  26. 3.Linear Algebra/26.Matrix Representation of Linear Regression.mp420.66MB
  27. 3.Linear Algebra/27.Application Matrix Representation of Linear Regression.mp477.95MB
  28. 3.Linear Algebra/28.Lab 6 Intro Matrix Representation of Linear Regression.mp411.77MB
  29. 3.Linear Algebra/29.Lab 6 Solution Matrix Representation of Linear Regression.mp457.1MB
  30. 4.Section Calculus/30.Functions and Tangent Lines.mp4134.88MB
  31. 4.Section Calculus/31.Application Functions and Tangent Lines.mp461.64MB
  32. 4.Section Calculus/32.Lab 1 Intro Functions and Tangent Lines.mp44.15MB
  33. 4.Section Calculus/33.Lab 1 Solution Functions and Tangent Lines.mp445.12MB
  34. 4.Section Calculus/34.Derivatives.mp428.49MB
  35. 4.Section Calculus/35.Application Derivatives.mp4107.76MB
  36. 4.Section Calculus/36.Lab 2 Intro Derivatives.mp46.91MB
  37. 4.Section Calculus/37.Lab 2 Solution Derivatives.mp483.5MB
  38. 4.Section Calculus/38.Optimization Using Derivatives Single Variable Functions.mp441.29MB
  39. 4.Section Calculus/39.Application Optimization Using Derivatives Single Variable.mp452.91MB
  40. 4.Section Calculus/40.Intro Optimization Using Derivatives Single Variable Function.mp44.46MB
  41. 4.Section Calculus/41.Lab 3 Solution Optimization Using Derivatives Single Variable Function.mp450.89MB
  42. 4.Section Calculus/42.Optimization Using Derivatives Two Variable Functions.mp440.25MB
  43. 4.Section Calculus/43.Application Optimization Using Derivatives Two Variable Function.mp482.8MB
  44. 4.Section Calculus/44.Lab 4 Intro Optimization Using Derivatives Two Variable Functions.mp47.81MB
  45. 4.Section Calculus/45.Lab 4 Solution Optimization Using Derivatives Two Variable Function.mp425MB
  46. 4.Section Calculus/46.Linear Regression the Calculus Optimization Perspective.mp461.6MB
  47. 4.Section Calculus/47.Application Linear Regression the Calculus Optimization Perspective.mp435.95MB
  48. 4.Section Calculus/48.Lab 5 Intro Linear Regression the Calculus Optimization Perspective.mp49.31MB
  49. 4.Section Calculus/49.Lab 5 Solution Linear Regression the Calculus Optimization Perspective.mp432.89MB
  50. 5.Tying it All Together Vector Calculus/50.Orthogonal Vectors and Linear Independence.mp4110.44MB
  51. 5.Tying it All Together Vector Calculus/51.Application Orthogonal Vectors and Linear Independence.mp428.76MB
  52. 5.Tying it All Together Vector Calculus/52.Lab 1 Intro Orthogonal Vectors and Linear Independence.mp49.18MB
  53. 5.Tying it All Together Vector Calculus/53.Lab 1 Solution Orthogonal Vectors and Linear Independence.mp428.91MB
  54. 5.Tying it All Together Vector Calculus/54.Eigenvectors and Eigenvalues.mp440.42MB
  55. 5.Tying it All Together Vector Calculus/55.Application Eigenvectors and Eigenvalues.mp4260.04MB
  56. 5.Tying it All Together Vector Calculus/56.Lab 2 Intro Eigenvectors and Eigenvalues.mp41.93MB
  57. 5.Tying it All Together Vector Calculus/57.Lab 2 Solution Eigenvectors and Eigenvalues.mp470.26MB
  58. 5.Tying it All Together Vector Calculus/58.Vectors Gradient Descent.mp4106.13MB
  59. 5.Tying it All Together Vector Calculus/59.Application Vectors Gradient Descent.mp4167.01MB
  60. 5.Tying it All Together Vector Calculus/60.Lab 3 Intro Vectors Gradient Descent.mp412.49MB
  61. 5.Tying it All Together Vector Calculus/61.Lab 3 Solution Vectors Gradient Descent.mp427.46MB
  62. 5.Tying it All Together Vector Calculus/62.Linear Regression the Gradient Descent Perspective.mp443.3MB
  63. 5.Tying it All Together Vector Calculus/63.Application Linear Regression the Gradient Descent Perspective.mp435.95MB
  64. 5.Tying it All Together Vector Calculus/64.Lab 4 Intro Linear Regression the Gradient Descent Perspective.mp412.37MB
  65. 5.Tying it All Together Vector Calculus/65.Lab 4 Solution Linear Regression the Gradient Descent Perspective.mp496.65MB
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