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R Programming LiveLessons (Video Training) Fundamentals to Advanced

  • 收录时间:2018-12-14 14:26:20
  • 文件大小:2GB
  • 下载次数:42
  • 最近下载:2020-12-13 17:14:42
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文件列表

  1. 01 Getting Started with R/003 Work in The R environment.mp4 65MB
  2. 08 Manipulating Strings/061 Extract text.mp4 64MB
  3. 10 Linear Models/069 Fit multiple regression models.mp4 46MB
  4. 10 Linear Models/068 Explore the data.mp4 45MB
  5. 09 Basic Statistics/063 Draw numbers from probability distributions.mp4 45MB
  6. 11 Other Models/079 Select variables and improve predictions with the elastic net.mp4 39MB
  7. 09 Basic Statistics/065 Compare samples with t-tests and analysis of variance.mp4 38MB
  8. 13 Clustering/091 Partition data with K-means.mp4 38MB
  9. 000 Introduction to R Programming LiveLessons.mp4 37MB
  10. 09 Basic Statistics/064 Calculate averages, standard deviations and correlations.mp4 37MB
  11. 12 Time Series/089 Use GARCH for better volatility modeling.mp4 36MB
  12. 10 Linear Models/072 Analyze survival data.mp4 34MB
  13. 07 Data Munging/055 The plyr package.mp4 33MB
  14. 15 Package Building/102 Write and document functions.mp4 32MB
  15. 02 The Basic Building Blocks in R/009 Store data in vectors.mp4 31MB
  16. 12 Time Series/088 Use VAR for multivariate time series.mp4 31MB
  17. 11 Other Models/080 Decrease uncertainty with weakly informative priors.mp4 30MB
  18. 10 Linear Models/070 Fit logistic regression.mp4 27MB
  19. 03 Advanced Data Structures in R/012 Create and access information in data.frames.mp4 27MB
  20. 01 Getting Started with R/004 Install and load packages.mp4 26MB
  21. 10 Linear Models/073 Assess model quality with residuals.mp4 26MB
  22. 12 Time Series/086 Understand ACF and PACF.mp4 22MB
  23. 11 Other Models/082 Splines.mp4 22MB
  24. 13 Clustering/093 Perform hierarchical clustering.mp4 21MB
  25. 10 Linear Models/074 Compare models.mp4 21MB
  26. 10 Linear Models/067 Fit simple linear models.mp4 21MB
  27. 10 Linear Models/071 Fit Poisson regression.mp4 21MB
  28. 01 Getting Started with R/002 Download and install R.mp4 20MB
  29. 14 Reports and Slideshows with knitr/096 Weave R code into LaTeX using knitr.mp4 20MB
  30. 15 Package Building/101 Understand the folder structure and files in a package.mp4 19MB
  31. 11 Other Models/081 Fit nonlinear least squares.mp4 19MB
  32. 05 Making Statistical Graphs/033 Make line plots.mp4 18MB
  33. 14 Reports and Slideshows with knitr/095 Understand the basics of LaTeX.mp4 18MB
  34. 03 Advanced Data Structures in R/013 Create and access information in lists.mp4 18MB
  35. 11 Other Models/083 GAMs.mp4 18MB
  36. 06 Basics of Programming/039 Understand the basics of function arguments.mp4 17MB
  37. 10 Linear Models/075 Judge accuracy using cross-validation.mp4 17MB
  38. 02 The Basic Building Blocks in R/008 Understand the different data types.mp4 17MB
  39. 05 Making Statistical Graphs/034 Create small multiples.mp4 16MB
  40. 05 Making Statistical Graphs/031 Make scatterplots with ggplot2.mp4 16MB
  41. 04 Reading Data into R/021 Load binary R files.mp4 15MB
  42. 05 Making Statistical Graphs/032 Make boxplots and violin plots with ggplot2.mp4 14MB
  43. 11 Other Models/084 Fit decision trees to make a random forest.mp4 14MB
  44. 08 Manipulating Strings/060 Combine strings together.mp4 14MB
  45. 14 Reports and Slideshows with knitr/099 Use pandoc to convert from Markdown to HTML5 slideshow.mp4 14MB
  46. 04 Reading Data into R/017 Read a CSV into R.mp4 14MB
  47. 10 Linear Models/076 Estimate uncertainty with the bootstrap.mp4 14MB
  48. 07 Data Munging/054 The aggregate function.mp4 13MB
  49. 04 Reading Data into R/019 Read from databases.mp4 13MB
  50. 03 Advanced Data Structures in R/014 Create and access information in matrices.mp4 13MB
  51. 105 Summary of R Programming LiveLessons.mp4 13MB
  52. 07 Data Munging/057 Join datasets.mp4 13MB
  53. 12 Time Series/087 Fit and assess ARIMA models.mp4 12MB
  54. 07 Data Munging/058 Switch storage paradigms.mp4 11MB
  55. 15 Package Building/103 Check and build a package.mp4 11MB
  56. 07 Data Munging/056 Combine datasets.mp4 10MB
  57. 06 Basics of Programming/043 Stagger if statements with else.mp4 10MB
  58. 06 Basics of Programming/047 Iterate with a for loop.mp4 10MB
  59. 05 Making Statistical Graphs/030 Plot histograms and densities with ggplot2.mp4 9MB
  60. 04 Reading Data into R/022 Load data included with R.mp4 9MB
  61. 10 Linear Models/077 Choose variables using stepwise selection.mp4 9MB
  62. 05 Making Statistical Graphs/036 Add themes to graphs.mp4 9MB
  63. 02 The Basic Building Blocks in R/006 Use R as a calculator.mp4 9MB
  64. 07 Data Munging/053 The mapply.mp4 8MB
  65. 07 Data Munging/051 Repeat an operation on a matrix using apply.mp4 8MB
  66. 06 Basics of Programming/046 Check compound statements.mp4 8MB
  67. 06 Basics of Programming/044 Check multiple statements with switch.mp4 8MB
  68. 04 Reading Data into R/023 Scrape data from the web.mp4 8MB
  69. 02 The Basic Building Blocks in R/007 Work with variables.mp4 8MB
  70. 06 Basics of Programming/045 Run checks on entire vectors.mp4 8MB
  71. 14 Reports and Slideshows with knitr/098 Weave R code into Markdown using knitr.mp4 7MB
  72. 06 Basics of Programming/041 Gain flexibility with do.call.mp4 7MB
  73. 13 Clustering/092 Robustly cluster, even with categorical data, with PAM.mp4 7MB
  74. 02 The Basic Building Blocks in R/010 Call functions.mp4 7MB
  75. 14 Reports and Slideshows with knitr/097 Understand the basics of Markdown.mp4 6MB
  76. 07 Data Munging/050 Learning objectives.mp4 5MB
  77. 05 Making Statistical Graphs/027 Make scatterplots with base graphics.mp4 5MB
  78. 14 Reports and Slideshows with knitr/094 Learning objectives.mp4 5MB
  79. 04 Reading Data into R/018 Understand that Excel is not easily readable into R.mp4 5MB
  80. 05 Making Statistical Graphs/024 Learning objectives.mp4 5MB
  81. 07 Data Munging/052 Repeat an operation on a list.mp4 5MB
  82. 03 Advanced Data Structures in R/015 Create and access information in arrays.mp4 5MB
  83. 01 Getting Started with R/001 Learning objectives.mp4 5MB
  84. 05 Making Statistical Graphs/035 Control colors and shapes.mp4 5MB
  85. 02 The Basic Building Blocks in R/005 Learning objectives.mp4 5MB
  86. 06 Basics of Programming/037 Learning objectives.mp4 5MB
  87. 11 Other Models/078 Learning objectives.mp4 5MB
  88. 06 Basics of Programming/040 Return a value from a function.mp4 5MB
  89. 10 Linear Models/066 Learning objectives.mp4 5MB
  90. 03 Advanced Data Structures in R/011 Learning objectives.mp4 4MB
  91. 06 Basics of Programming/038 Write the classic GÇ£Hello, World!GÇ¥ example.mp4 4MB
  92. 04 Reading Data into R/016 Learning objectives.mp4 4MB
  93. 15 Package Building/100 Learning objectives.mp4 4MB
  94. 05 Making Statistical Graphs/026 Make histograms with base graphics.mp4 4MB
  95. 06 Basics of Programming/049 Control loops with break and next.mp4 4MB
  96. 12 Time Series/085 Learning objectives.mp4 4MB
  97. 05 Making Statistical Graphs/029 Get familiar with ggplot2.mp4 4MB
  98. 08 Manipulating Strings/059 Learning objectives.mp4 4MB
  99. 09 Basic Statistics/062 Learning objectives.mp4 4MB
  100. 13 Clustering/090 Learning objectives.mp4 4MB
  101. 06 Basics of Programming/042 Use if statements to control program flow.mp4 4MB
  102. 15 Package Building/104 Submit a package to CRAN.mp4 3MB
  103. 05 Making Statistical Graphs/025 Find the diamonds data.mp4 3MB
  104. 04 Reading Data into R/020 Read data files from other statistical tools.mp4 3MB
  105. 06 Basics of Programming/048 Iterate with a while loop.mp4 3MB
  106. 05 Making Statistical Graphs/028 Make boxplots with base graphics.mp4 3MB
  107. Torrent downloaded from www.DNoid.me - Demonoid.txt 56B