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[FreeTutorials.Us] r-programming-data-science-hands-on-course

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视频 2018-7-29 08:50 2024-12-28 21:47 64 1.31 GB 87
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FreeTutorials Us r-programming-data-science-hands-on-course

文件列表
  1. 01-introduction/001-warm-welcome.mp45.34MB
  2. 01-introduction/002-why-you-should-learn-r.mp422.92MB
  3. 01-introduction/003-what-you-will-learn-in-this-course.mp414.87MB
  4. 02-r-fundamentals/004-installing-r-console-and-rstudio-ide.mp413.6MB
  5. 02-r-fundamentals/005-getting-to-know-r-setting-context.mp43.59MB
  6. 02-r-fundamentals/006-r-basics-working-directory-environment-variables-and-more.mp427.52MB
  7. 02-r-fundamentals/007-r-basics-loading-and-executing-r-scripts-from-local-file-system.mp411.74MB
  8. 03-r-data-types/008-r-atomic-data-types-intro-what-you-must-know-about-numeric-and-integers-in-r.mp417.75MB
  9. 03-r-data-types/009-complex-and-character-data-types-atomic.mp49.6MB
  10. 03-r-data-types/010-character-data-type-atomic-important-data-transformation-functions-1.mp48.48MB
  11. 03-r-data-types/011-character-data-type-atomic-important-data-transformation-functions-2.mp46.85MB
  12. 03-r-data-types/012-character-data-type-atomic-important-data-transformation-functions-3.mp413.82MB
  13. 03-r-data-types/013-logical-data-type-atomic-and-its-known-implications.mp48.28MB
  14. 03-r-data-types/014-atomic-data-types-and-nuances-in-coercioning-explicitimplicit.mp416.11MB
  15. 04-r-data-structure-vectors/015-vectors-creation-homogeneity-coercion-implications-and-important-functions.mp423.46MB
  16. 04-r-data-structure-vectors/016-vectors-comparing-different-ways-to-create-vectors-in-r.mp411.22MB
  17. 04-r-data-structure-vectors/017-vectors-understanding-indexing-like-never-before.mp419.7MB
  18. 04-r-data-structure-vectors/018-vectors-indexing-out-of-bound-scenarios-and-how-pros-use-it.mp419.26MB
  19. 04-r-data-structure-vectors/019-vectors-flatness-property-and-its-critical-implications-in-indexing.mp410.77MB
  20. 04-r-data-structure-vectors/020-vectors-labels-and-their-advanced-usage-in-indexing.mp416.63MB
  21. 04-r-data-structure-vectors/021-vectors-assigning-attributes-and-its-usecase-as-metadata.mp410.62MB
  22. 05-r-data-structure-matrices/022-matrices-getting-acquainted-creation-and-its-operational-functions.mp417.59MB
  23. 05-r-data-structure-matrices/023-matrices-creation-and-implications-related-to-its-dimensions.mp411.71MB
  24. 05-r-data-structure-matrices/024-matrices-creation-from-vectors-naming-dimensions-explicit-implicit.mp424.1MB
  25. 05-r-data-structure-matrices/025-matrices-dimensions-advanced-and-intro-to-indexing.mp47.62MB
  26. 05-r-data-structure-matrices/026-matrices-indexing-continued.mp46.54MB
  27. 05-r-data-structure-matrices/027-matrices-advanced-indexing-using-dimensionnames.mp47.87MB
  28. 05-r-data-structure-matrices/028-matrices-even-more-advanced-indexing.mp413.87MB
  29. 05-r-data-structure-matrices/029-matrices-operations.mp411.34MB
  30. 06-r-data-structure-lists/030-lists-getting-introduced-to-one-of-the-most-powerful-data-structures-in-r.mp411.44MB
  31. 06-r-data-structure-lists/031-lists-comparing-with-vectors-w.r.t-heterogeneity-and-introducing-indexing.mp48.73MB
  32. 06-r-data-structure-lists/032-lists-comprehending-their-recursive-nature-in-comparison-with-vectors.mp46.66MB
  33. 06-r-data-structure-lists/033-lists-converting-to-and-from-vectors-and-implications-coercion-flatness.mp48.44MB
  34. 06-r-data-structure-lists/034-lists-nuances-in-determining-length-in-the-context-of-recursiveness.mp48.01MB
  35. 06-r-data-structure-lists/035-lists-nuances-in-determining-length-and-class-of-elements.mp411.31MB
  36. 06-r-data-structure-lists/036-list-advanced-indexing-also-using-labels.mp415.83MB
  37. 06-r-data-structure-lists/037-list-comparison-of-indexing-ways-and-implications.mp49.85MB
  38. 07-r-data-structure-data-frames/038-data-frames-introducing-the-holy-grail-of-processing-structured-data.mp418.73MB
  39. 07-r-data-structure-data-frames/039-data-frames-creation-and-important-functions-for-basic-exploratory-analysis.mp425.2MB
  40. 07-r-data-structure-data-frames/040-data-frames-more-important-functions-for-basic-exploratory-analysis.mp417.15MB
  41. 07-r-data-structure-data-frames/041-data-frames-creation-from-lists.mp43.78MB
  42. 07-r-data-structure-data-frames/042-data-frames-creation-from-lists-matrices-and-vectors.mp45.98MB
  43. 07-r-data-structure-data-frames/043-data-frames-everything-you-need-to-know-about-subsetting.mp429.56MB
  44. 07-r-data-structure-data-frames/044-data-frames-handling-missing-values-like-pros.mp420.39MB
  45. 07-r-data-structure-data-frames/045-data-frames-imputing-missing-values-like-pros.mp428.35MB
  46. 07-r-data-structure-data-frames/046-data-frames-advanced-subsetting-techniques-for-robust-analytics.mp425.75MB
  47. 08-r-control-structures/047-while-loops-in-r.mp410.05MB
  48. 08-r-control-structures/048-for-loops-in-r-intro-and-practical-usecases.mp422MB
  49. 08-r-control-structures/049-if-else-structures-in-r.mp48.41MB
  50. 08-r-control-structures/050-if-else-structures-in-r-2.mp418.18MB
  51. 08-r-control-structures/051-if-else-structures-in-r-3.mp46.21MB
  52. 09-data-science-application-in-r-automated-web-scraping-bot/052-web-scraping-setting-context-highlighting-usecases.mp424MB
  53. 09-data-science-application-in-r-automated-web-scraping-bot/053-web-scraping-one-simple-yet-powerful-way-to-do-so.mp433.73MB
  54. 09-data-science-application-in-r-automated-web-scraping-bot/054-web-scraping-use-case-custom-churn-analysis.mp424.96MB
  55. 09-data-science-application-in-r-automated-web-scraping-bot/055-use-case-custom-churn-performing-data-munging-and-transformations.mp419.46MB
  56. 09-data-science-application-in-r-automated-web-scraping-bot/056-use-case-custom-churn-performing-data-munging-and-transformations.mp428.86MB
  57. 09-data-science-application-in-r-automated-web-scraping-bot/057-use-case-custom-churn-performing-data-cleansing.mp423.75MB
  58. 09-data-science-application-in-r-automated-web-scraping-bot/058-web-scraping-contextual-understanding-of-html.mp410.46MB
  59. 09-data-science-application-in-r-automated-web-scraping-bot/059-web-scraping-contextual-understanding-of-html-tags.mp420.87MB
  60. 09-data-science-application-in-r-automated-web-scraping-bot/060-web-scraping-how-to-exploit-the-structure-of-web-page-for-efficient-scraping.mp414.23MB
  61. 09-data-science-application-in-r-automated-web-scraping-bot/061-web-scraping-contextual-understanding-of-html-document-object-model-dom.mp410.74MB
  62. 09-data-science-application-in-r-automated-web-scraping-bot/062-web-scraping-on-steroids-xpath-in-r.mp417.6MB
  63. 09-data-science-application-in-r-automated-web-scraping-bot/063-web-scraping-on-steroids-xpath-in-r-2.mp42.26MB
  64. 09-data-science-application-in-r-automated-web-scraping-bot/064-web-scraping-using-xpath-programmatic-extraction-of-data-from-html-tags.mp412.09MB
  65. 09-data-science-application-in-r-automated-web-scraping-bot/065-web-scraping-using-xpath-programmatic-extraction-of-data-from-html-tags-2.mp46.18MB
  66. 09-data-science-application-in-r-automated-web-scraping-bot/066-automating-web-scraping-rselenium.mp48.64MB
  67. 09-data-science-application-in-r-automated-web-scraping-bot/067-automated-web-scraping-contextual-understanding-of-selenium-components.mp411.08MB
  68. 09-data-science-application-in-r-automated-web-scraping-bot/068-automated-web-scraping-installing-rselenium-in-r.mp49.06MB
  69. 09-data-science-application-in-r-automated-web-scraping-bot/069-automated-web-scraping-initialising-rselenium-server.mp410.71MB
  70. 09-data-science-application-in-r-automated-web-scraping-bot/070-automated-web-scraping-connecting-to-rselenium-server-using-reference-class.mp417.33MB
  71. 09-data-science-application-in-r-automated-web-scraping-bot/071-automated-web-scraping-navigating-and-sending-key-strokes-in-web-pages.mp425.12MB
  72. 09-data-science-application-in-r-automated-web-scraping-bot/072-web-scraping-use-case-context-setting.mp410.55MB
  73. 09-data-science-application-in-r-automated-web-scraping-bot/073-web-scraping-pipeline-deep-dive-of-workflow-pattern.mp413.76MB
  74. 09-data-science-application-in-r-automated-web-scraping-bot/074-systematic-analysis-of-website-for-efficient-scraping.mp422.09MB
  75. 09-data-science-application-in-r-automated-web-scraping-bot/075-installing-and-loading-rselenium.mp49.51MB
  76. 09-data-science-application-in-r-automated-web-scraping-bot/076-starting-selenium-server-the-right-way.mp412.97MB
  77. 09-data-science-application-in-r-automated-web-scraping-bot/077-handling-rseleniums-driver-issues.mp43.63MB
  78. 09-data-science-application-in-r-automated-web-scraping-bot/078-launching-selenium-server-jar-with-correct-driver-settings-part-2.mp47.2MB
  79. 09-data-science-application-in-r-automated-web-scraping-bot/079-web-scraper-program-initialisation-and-remote-driver-object-instantiation.mp420.98MB
  80. 09-data-science-application-in-r-automated-web-scraping-bot/080-navigating-web-pages-using-rselenium-and-using-xpath-for-data-extraction.mp430.71MB
  81. 09-data-science-application-in-r-automated-web-scraping-bot/081-using-rs-apply-family-of-functions-for-data-extraction-from-rselenium-objects.mp414.35MB
  82. 09-data-science-application-in-r-automated-web-scraping-bot/082-advanced-data-munging-using-r-regex-and-string-processing-functions.mp421.38MB
  83. 09-data-science-application-in-r-automated-web-scraping-bot/083-advanced-data-munging-using-r-regex-and-string-processing-functions-ii.mp410.33MB
  84. 09-data-science-application-in-r-automated-web-scraping-bot/084-advanced-data-munging-discretizing-continuous-values.mp425.62MB
  85. 09-data-science-application-in-r-automated-web-scraping-bot/085-advanced-data-frames-manipulation.mp433.7MB
  86. 09-data-science-application-in-r-automated-web-scraping-bot/086-orchestrating-automation-of-web-scraping-routine.mp421.39MB
  87. 09-data-science-application-in-r-automated-web-scraping-bot/087-advanced-statistical-analysis-and-visualisation-for-informed-decision-making.mp438.49MB
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