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


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Creat Time:   2024-07-07
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Last Active:   2024-11-23
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Tags:    FreeCoursesOnline Me PacktPub -Mathematics for Data Science and Machine Learning using R Video
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File List

  1. 2.Overview of R/03.Overview of R Workspace & Basic Commands.mp4 365.65 MB
  2. 5.Tying it All Together Vector Calculus/55.Application Eigenvectors and Eigenvalues.mp4 266.28 MB
  3. 2.Overview of R/05.LAB 1 Solution.mp4 200.32 MB
  4. 3.Linear Algebra/23.Application What is Linear Regression.mp4 179.73 MB
  5. 5.Tying it All Together Vector Calculus/59.Application Vectors Gradient Descent.mp4 171.02 MB
  6. 4.Section Calculus/30.Functions and Tangent Lines.mp4 138.11 MB
  7. 3.Linear Algebra/11.Application Vector Operations.mp4 134.81 MB
  8. Exercise Files/code_9781839210945.zip 121.66 MB
  9. 5.Tying it All Together Vector Calculus/50.Orthogonal Vectors and Linear Independence.mp4 113.09 MB
  10. 4.Section Calculus/35.Application Derivatives.mp4 110.35 MB
  11. 5.Tying it All Together Vector Calculus/58.Vectors Gradient Descent.mp4 108.68 MB
  12. 5.Tying it All Together Vector Calculus/65.Lab 4 Solution Linear Regression the Gradient Descent Perspective.mp4 98.97 MB
  13. 3.Linear Algebra/07.Application Scalars Vectors and Matrices.mp4 94.87 MB
  14. 3.Linear Algebra/06.Scalars Vectors and Matrices.mp4 93.75 MB
  15. 4.Section Calculus/37.Lab 2 Solution Derivatives.mp4 85.50 MB
  16. 4.Section Calculus/43.Application Optimization Using Derivatives Two Variable Function.mp4 84.79 MB
  17. 3.Linear Algebra/27.Application Matrix Representation of Linear Regression.mp4 79.82 MB
  18. 5.Tying it All Together Vector Calculus/57.Lab 2 Solution Eigenvectors and Eigenvalues.mp4 71.95 MB
  19. 3.Linear Algebra/09.LAB 1 Solution Scalars Vectors and Matrices.mp4 69.87 MB
  20. 3.Linear Algebra/13.LAB 2 Solution Vector Operations.mp4 69.85 MB
  21. 4.Section Calculus/31.Application Functions and Tangent Lines.mp4 63.11 MB
  22. 4.Section Calculus/46.Linear Regression the Calculus Optimization Perspective.mp4 63.07 MB
  23. 3.Linear Algebra/25.Lab 5 Solution What is Linear Regression.mp4 62.45 MB
  24. 3.Linear Algebra/19.Application Matrix Operations Transposes and Inverses.mp4 62.02 MB
  25. 3.Linear Algebra/29.Lab 6 Solution Matrix Representation of Linear Regression.mp4 58.47 MB
  26. 3.Linear Algebra/15.Application Matrix Operations Addition Subtraction Multiplication.mp4 54.81 MB
  27. 4.Section Calculus/39.Application Optimization Using Derivatives Single Variable.mp4 54.18 MB
  28. 4.Section Calculus/41.Lab 3 Solution Optimization Using Derivatives Single Variable Function.mp4 52.11 MB
  29. 3.Linear Algebra/14.Matrix Operations Addition Subtraction Multiplication.mp4 49.81 MB
  30. 4.Section Calculus/33.Lab 1 Solution Functions and Tangent Lines.mp4 46.20 MB
  31. 3.Linear Algebra/22.What is Linear Regression.mp4 45.59 MB
  32. 5.Tying it All Together Vector Calculus/62.Linear Regression the Gradient Descent Perspective.mp4 44.34 MB
  33. 4.Section Calculus/38.Optimization Using Derivatives Single Variable Functions.mp4 42.29 MB
  34. 5.Tying it All Together Vector Calculus/54.Eigenvectors and Eigenvalues.mp4 41.39 MB
  35. 4.Section Calculus/42.Optimization Using Derivatives Two Variable Functions.mp4 41.21 MB
  36. 4.Section Calculus/47.Application Linear Regression the Calculus Optimization Perspective.mp4 36.81 MB
  37. 5.Tying it All Together Vector Calculus/63.Application Linear Regression the Gradient Descent Perspective.mp4 36.81 MB
  38. 4.Section Calculus/49.Lab 5 Solution Linear Regression the Calculus Optimization Perspective.mp4 33.68 MB
  39. 3.Linear Algebra/10.Vector Operations.mp4 32.74 MB
  40. 3.Linear Algebra/18.Matrix Operations Transposes and Inverses.mp4 32.70 MB
  41. 5.Tying it All Together Vector Calculus/53.Lab 1 Solution Orthogonal Vectors and Linear Independence.mp4 29.60 MB
  42. 5.Tying it All Together Vector Calculus/51.Application Orthogonal Vectors and Linear Independence.mp4 29.45 MB
  43. 4.Section Calculus/34.Derivatives.mp4 29.18 MB
  44. 5.Tying it All Together Vector Calculus/61.Lab 3 Solution Vectors Gradient Descent.mp4 28.12 MB
  45. 2.Overview of R/04.LAB 1 Intro.mp4 27.35 MB
  46. 4.Section Calculus/45.Lab 4 Solution Optimization Using Derivatives Two Variable Function.mp4 25.60 MB
  47. 3.Linear Algebra/17.LAB 3 Solution Matrix Operations Addition Subtraction Multiplication.mp4 21.62 MB
  48. 3.Linear Algebra/26.Matrix Representation of Linear Regression.mp4 21.16 MB
  49. 3.Linear Algebra/21.LAB 4 Solution Matrix Operations Transposes and Inverses.mp4 16.87 MB
  50. 5.Tying it All Together Vector Calculus/60.Lab 3 Intro Vectors Gradient Descent.mp4 12.79 MB

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