Lynda - Python Statistics Essential Training

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Uploader
xHOBBiTx
Source
1 1337x
Downloads
22
Type
Tutorials
Language
English
Category
Other
Size
431.2 MB
Added
2023-06-02 18:01 (3 years, 5 months ago)
Peers
1 seeders, 2 leechers (checked 3 days, 22 hours ago)
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Files
  1. 0.Introduction/01.Welcome.en.srt1.8 KB
  2. 0.Introduction/01.Welcome.mp46.9 MB
  3. 0.Introduction/02.What you need to know.en.srt1.5 KB
  4. 0.Introduction/02.What you need to know.mp41.2 MB
  5. 0.Introduction/03.Using the exercise files.en.srt1.4 KB
  6. 0.Introduction/03.Using the exercise files.mp43.0 MB
  7. 1.1. Installation and Setup/04.Install Anaconda Python on OS X.en.srt5.0 KB
  8. 1.1. Installation and Setup/04.Install Anaconda Python on OS X.mp48.1 MB
  9. 1.1. Installation and Setup/05.Install Anaconda Python on Windows.en.srt4.2 KB
  10. 1.1. Installation and Setup/05.Install Anaconda Python on Windows.mp410.3 MB
  11. 1.1. Installation and Setup/06.Working with Jupyter Notebook.en.srt3.6 KB
  12. 1.1. Installation and Setup/06.Working with Jupyter Notebook.mp46.5 MB
  13. 1.1. Installation and Setup/07.Using Python in the cloud.en.srt3.3 KB
  14. 1.1. Installation and Setup/07.Using Python in the cloud.mp48.8 MB
  15. 2.2. Importing and Cleaning Data/08.The structure of data.en.srt2.7 KB
  16. 2.2. Importing and Cleaning Data/08.The structure of data.mp43.1 MB
  17. 2.2. Importing and Cleaning Data/09.Create tidy data tables.en.srt7.1 KB
  18. 2.2. Importing and Cleaning Data/09.Create tidy data tables.mp411.2 MB
  19. 2.2. Importing and Cleaning Data/10.Introducing pandas.en.srt8.3 KB
  20. 2.2. Importing and Cleaning Data/10.Introducing pandas.mp418.9 MB
  21. 2.2. Importing and Cleaning Data/11.Data cleaning.en.srt13.2 KB
  22. 2.2. Importing and Cleaning Data/11.Data cleaning.mp433.4 MB
  23. 2.2. Importing and Cleaning Data/12.✓ Challenge - Personal email analytics.en.srt1.6 KB
  24. 2.2. Importing and Cleaning Data/12.✓ Challenge - Personal email analytics.mp43.4 MB
  25. 2.2. Importing and Cleaning Data/13.✓ Solution - Personal email analytics.en.srt3.7 KB
  26. 2.2. Importing and Cleaning Data/13.✓ Solution - Personal email analytics.mp410.0 MB
  27. 3.3. Visualizing and Describing Data/14.The power of visualization.en.srt8.4 KB
  28. 3.3. Visualizing and Describing Data/14.The power of visualization.mp420.0 MB
  29. 3.3. Visualizing and Describing Data/15.Describe distributions.en.srt6.9 KB
  30. 3.3. Visualizing and Describing Data/15.Describe distributions.mp49.1 MB
  31. 3.3. Visualizing and Describing Data/16.Plot distributions.en.srt8.1 KB
  32. 3.3. Visualizing and Describing Data/16.Plot distributions.mp418.8 MB
  33. 3.3. Visualizing and Describing Data/17.Plots of two quantitative variables.en.srt5.8 KB
  34. 3.3. Visualizing and Describing Data/17.Plots of two quantitative variables.mp416.7 MB
  35. 3.3. Visualizing and Describing Data/18.More quantitative variables.en.srt7.3 KB
  36. 3.3. Visualizing and Describing Data/18.More quantitative variables.mp421.5 MB
  37. 3.3. Visualizing and Describing Data/19.Describe categorical variables.en.srt5.6 KB
  38. 3.3. Visualizing and Describing Data/19.Describe categorical variables.mp412.0 MB
  39. 3.3. Visualizing and Describing Data/20.Plot categorical variables.en.srt4.3 KB
  40. 3.3. Visualizing and Describing Data/20.Plot categorical variables.mp411.9 MB
  41. 3.3. Visualizing and Describing Data/21.Personal email analytics.en.srt10.6 KB
  42. 3.3. Visualizing and Describing Data/21.Personal email analytics.mp429.0 MB
  43. 3.3. Visualizing and Describing Data/22.✓ Challenge - More email analytics.en.srt526 bytes
  44. 3.3. Visualizing and Describing Data/22.✓ Challenge - More email analytics.mp41.3 MB
  45. 3.3. Visualizing and Describing Data/23.✓ Solution - More email analytics.en.srt1.6 KB
  46. 3.3. Visualizing and Describing Data/23.✓ Solution - More email analytics.mp44.6 MB
  47. 4.4. Introduction to Statistical Inference/24.Statistical inference.en.srt2.3 KB
  48. 4.4. Introduction to Statistical Inference/24.Statistical inference.mp42.9 MB
  49. 4.4. Introduction to Statistical Inference/25.Confidence intervals.en.srt11.7 KB
  50. 4.4. Introduction to Statistical Inference/25.Confidence intervals.mp417.2 MB
  51. 4.4. Introduction to Statistical Inference/26.Bootstrapping.en.srt7.7 KB
  52. 4.4. Introduction to Statistical Inference/26.Bootstrapping.mp417.1 MB
  53. 4.4. Introduction to Statistical Inference/27.Hypothesis testing.en.srt9.1 KB
  54. 4.4. Introduction to Statistical Inference/27.Hypothesis testing.mp419.5 MB
  55. 4.4. Introduction to Statistical Inference/28.p values and confidence intervals.en.srt5.8 KB
  56. 4.4. Introduction to Statistical Inference/28.p values and confidence intervals.mp413.4 MB
  57. 4.4. Introduction to Statistical Inference/29.✓ Challenge - Bootstrapping grades.en.srt476 bytes
  58. 4.4. Introduction to Statistical Inference/29.✓ Challenge - Bootstrapping grades.mp41.1 MB
  59. 4.4. Introduction to Statistical Inference/30.✓ Solution - Bootstrapping grades.en.srt1.6 KB
  60. 4.4. Introduction to Statistical Inference/30.✓ Solution - Bootstrapping grades.mp44.3 MB
  61. 5.5. Introduction to Statistical Modeling/31.Statistical modeling.en.srt2.6 KB
  62. 5.5. Introduction to Statistical Modeling/31.Statistical modeling.mp42.4 MB
  63. 5.5. Introduction to Statistical Modeling/32.Fitting models to data.en.srt9.8 KB
  64. 5.5. Introduction to Statistical Modeling/32.Fitting models to data.mp416.5 MB
  65. 5.5. Introduction to Statistical Modeling/33.Goodness of fit.en.srt8.0 KB
  66. 5.5. Introduction to Statistical Modeling/33.Goodness of fit.mp414.0 MB
  67. 5.5. Introduction to Statistical Modeling/34.Cross validation.en.srt7.1 KB
  68. 5.5. Introduction to Statistical Modeling/34.Cross validation.mp413.1 MB
  69. 5.5. Introduction to Statistical Modeling/35.Logistic regression.en.srt7.4 KB
  70. 5.5. Introduction to Statistical Modeling/35.Logistic regression.mp411.1 MB
  71. 5.5. Introduction to Statistical Modeling/36.Bayesian inference.en.srt11.1 KB
  72. 5.5. Introduction to Statistical Modeling/36.Bayesian inference.mp419.0 MB
  73. 5.5. Introduction to Statistical Modeling/37.✓ Challenge - Explaining baby weight at birth.en.srt1.2 KB
  74. 5.5. Introduction to Statistical Modeling/37.✓ Challenge - Explaining baby weight at birth.mp42.8 MB
  75. 5.5. Introduction to Statistical Modeling/38.✓ Solution - Explaining baby weight at birth.en.srt1.3 KB
  76. 5.5. Introduction to Statistical Modeling/38.✓ Solution - Explaining baby weight at birth.mp44.0 MB
  77. 6.Conclusion/39.Next steps.en.srt3.2 KB
  78. 6.Conclusion/39.Next steps.mp42.9 MB

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