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[ ] Udemy - Complete Machine Learning and Deep Learning With H2O in R

  • 收录时间:2022-04-10 23:06:07
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文件列表

  1. ~Get Your Files Here !/05 - Unsupervised Classification with H2o/004 Implement PCA With H2O.mp4 152MB
  2. ~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section8/creditcard.csv 144MB
  3. ~Get Your Files Here !/03 - Data Preprocessing (Briefly)/001 Basic Data Cleaning in R_ Remove NA.mp4 135MB
  4. ~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section7/dataset.csv 127MB
  5. ~Get Your Files Here !/06 - Supervised Classification with H2O/004 Implement Random Forest For Binary Classification Problem.mp4 119MB
  6. ~Get Your Files Here !/03 - Data Preprocessing (Briefly)/005 Exploratory Data Analysis(EDA)_ Basic Visualizations with R.mp4 114MB
  7. ~Get Your Files Here !/02 - Read in Data From Different Sources/001 Read CSV and Excel Data.mp4 111MB
  8. ~Get Your Files Here !/07 - Artificial Neural Networks (ANN) and Deep Neural Networks With H2O/003 Implement an ANN with H2o For Multi-Class Supervised Classification.mp4 109MB
  9. ~Get Your Files Here !/08 - Deep Learning Based Unsupervised Classification/002 Unsupervised Classification with H2o.mp4 107MB
  10. ~Get Your Files Here !/07 - Artificial Neural Networks (ANN) and Deep Neural Networks With H2O/007 Identify the Important Predictors.mp4 96MB
  11. ~Get Your Files Here !/07 - Artificial Neural Networks (ANN) and Deep Neural Networks With H2O/001 A Brief Introduction to Artificial Intelligence.mp4 96MB
  12. ~Get Your Files Here !/07 - Artificial Neural Networks (ANN) and Deep Neural Networks With H2O/002 Theory Behind ANN and DNN.mp4 94MB
  13. ~Get Your Files Here !/03 - Data Preprocessing (Briefly)/003 Introduction to Pipe Operators.mp4 92MB
  14. ~Get Your Files Here !/03 - Data Preprocessing (Briefly)/002 Pre-processing Tasks and the Pipe Operator.mp4 92MB
  15. ~Get Your Files Here !/07 - Artificial Neural Networks (ANN) and Deep Neural Networks With H2O/004 What Are Activation Functions_ Theory.mp4 87MB
  16. ~Get Your Files Here !/06 - Supervised Classification with H2O/006 Implement Random Forest For Multiple Classification Problem.mp4 86MB
  17. ~Get Your Files Here !/02 - Read in Data From Different Sources/003 Read in Data from Online HTML Tables-Part 2.mp4 83MB
  18. ~Get Your Files Here !/01 - Welcome To The Course/005 Install H2o.mp4 83MB
  19. ~Get Your Files Here !/06 - Supervised Classification with H2O/002 GLMs For Binary Classification.mp4 83MB
  20. ~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section5/covtype.csv 72MB
  21. ~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section6/covtype.csv 72MB
  22. ~Get Your Files Here !/04 - Some Theoretical Foundations/001 What is Machine Learning_.mp4 70MB
  23. ~Get Your Files Here !/04 - Some Theoretical Foundations/002 Difference Between Supervised & Unsupervised Learning.mp4 70MB
  24. ~Get Your Files Here !/08 - Deep Learning Based Unsupervised Classification/004 Use the Autoencoder Model for Anomaly Detection.mp4 68MB
  25. ~Get Your Files Here !/06 - Supervised Classification with H2O/007 Gradient Boosting Machines (GBM) for Binary Classification.mp4 66MB
  26. ~Get Your Files Here !/01 - Welcome To The Course/003 Install R and RStudio.mp4 65MB
  27. ~Get Your Files Here !/07 - Artificial Neural Networks (ANN) and Deep Neural Networks With H2O/005 Implement a DNN with H2o For Multi-Class Supervised Classification.mp4 61MB
  28. ~Get Your Files Here !/02 - Read in Data From Different Sources/004 Read External Data into H2o.mp4 61MB
  29. ~Get Your Files Here !/06 - Supervised Classification with H2O/005 Measures of Accuracy_Binary Classification.mp4 58MB
  30. ~Get Your Files Here !/07 - Artificial Neural Networks (ANN) and Deep Neural Networks With H2O/008 DNN For Regression.mp4 57MB
  31. ~Get Your Files Here !/08 - Deep Learning Based Unsupervised Classification/003 More Autoencoders _ Credit Card Fraud Detection.mp4 56MB
  32. ~Get Your Files Here !/05 - Unsupervised Classification with H2o/002 Implement k-Means Classification.mp4 47MB
  33. ~Get Your Files Here !/01 - Welcome To The Course/004 Common data types.mp4 46MB
  34. ~Get Your Files Here !/06 - Supervised Classification with H2O/001 Generalized Linear Models (GLMs)_ Theory.mp4 39MB
  35. ~Get Your Files Here !/03 - Data Preprocessing (Briefly)/004 The Tidyverse Package.mp4 31MB
  36. ~Get Your Files Here !/07 - Artificial Neural Networks (ANN) and Deep Neural Networks With H2O/006 Implement a (Less Intensive) DNN with H2o For Supervised Classification.mp4 31MB
  37. ~Get Your Files Here !/01 - Welcome To The Course/001 Brief Introduction.mp4 27MB
  38. ~Get Your Files Here !/08 - Deep Learning Based Unsupervised Classification/001 Autoencoders for Unsupervised Learning.mp4 26MB
  39. ~Get Your Files Here !/05 - Unsupervised Classification with H2o/003 Principal Component Analysis (PCA)_ Theory.mp4 24MB
  40. ~Get Your Files Here !/06 - Supervised Classification with H2O/003 Common Algorithms For Supervised Classification.mp4 24MB
  41. ~Get Your Files Here !/05 - Unsupervised Classification with H2o/001 Theory of k-Means Clustering.mp4 18MB
  42. ~Get Your Files Here !/02 - Read in Data From Different Sources/002 Read in Data from Online HTML Tables-Part 1.mp4 18MB
  43. ~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section6/LoanDefault.csv 448KB
  44. ~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section8/cancer_tumor.csv 122KB
  45. ~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section2/winequality-red.csv 82KB
  46. ~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section2/boston1.xls 58KB
  47. ~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section5/Seabmass_typ.csv 29KB
  48. ~Get Your Files Here !/03 - Data Preprocessing (Briefly)/001 Basic Data Cleaning in R_ Remove NA_en.srt 17KB
  49. ~Get Your Files Here !/05 - Unsupervised Classification with H2o/004 Implement PCA With H2O_en.srt 16KB
  50. ~Get Your Files Here !/06 - Supervised Classification with H2O/003 Common Algorithms For Supervised Classification_en.srt 13KB
  51. ~Get Your Files Here !/06 - Supervised Classification with H2O/004 Implement Random Forest For Binary Classification Problem_en.srt 12KB
  52. ~Get Your Files Here !/07 - Artificial Neural Networks (ANN) and Deep Neural Networks With H2O/002 Theory Behind ANN and DNN_en.srt 11KB
  53. ~Get Your Files Here !/02 - Read in Data From Different Sources/001 Read CSV and Excel Data_en.srt 11KB
  54. ~Get Your Files Here !/07 - Artificial Neural Networks (ANN) and Deep Neural Networks With H2O/003 Implement an ANN with H2o For Multi-Class Supervised Classification_en.srt 11KB
  55. ~Get Your Files Here !/07 - Artificial Neural Networks (ANN) and Deep Neural Networks With H2O/001 A Brief Introduction to Artificial Intelligence_en.srt 10KB
  56. ~Get Your Files Here !/06 - Supervised Classification with H2O/002 GLMs For Binary Classification_en.srt 10KB
  57. ~Get Your Files Here !/06 - Supervised Classification with H2O/006 Implement Random Forest For Multiple Classification Problem_en.srt 10KB
  58. ~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section2/glassClass.csv 10KB
  59. ~Get Your Files Here !/03 - Data Preprocessing (Briefly)/002 Pre-processing Tasks and the Pipe Operator_en.srt 9KB
  60. ~Get Your Files Here !/03 - Data Preprocessing (Briefly)/003 Introduction to Pipe Operators_en.srt 9KB
  61. ~Get Your Files Here !/07 - Artificial Neural Networks (ANN) and Deep Neural Networks With H2O/007 Identify the Important Predictors_en.srt 8KB
  62. ~Get Your Files Here !/02 - Read in Data From Different Sources/003 Read in Data from Online HTML Tables-Part 2_en.srt 8KB
  63. ~Get Your Files Here !/04 - Some Theoretical Foundations/001 What is Machine Learning__en.srt 7KB
  64. ~Get Your Files Here !/04 - Some Theoretical Foundations/002 Difference Between Supervised & Unsupervised Learning_en.srt 7KB
  65. ~Get Your Files Here !/07 - Artificial Neural Networks (ANN) and Deep Neural Networks With H2O/004 What Are Activation Functions_ Theory_en.srt 7KB
  66. ~Get Your Files Here !/07 - Artificial Neural Networks (ANN) and Deep Neural Networks With H2O/005 Implement a DNN with H2o For Multi-Class Supervised Classification_en.srt 7KB
  67. ~Get Your Files Here !/01 - Welcome To The Course/003 Install R and RStudio_en.srt 7KB
  68. ~Get Your Files Here !/06 - Supervised Classification with H2O/007 Gradient Boosting Machines (GBM) for Binary Classification_en.srt 7KB
  69. ~Get Your Files Here !/03 - Data Preprocessing (Briefly)/005 Exploratory Data Analysis(EDA)_ Basic Visualizations with R_en.srt 7KB
  70. ~Get Your Files Here !/08 - Deep Learning Based Unsupervised Classification/004 Use the Autoencoder Model for Anomaly Detection_en.srt 6KB
  71. ~Get Your Files Here !/06 - Supervised Classification with H2O/001 Generalized Linear Models (GLMs)_ Theory_en.srt 6KB
  72. ~Get Your Files Here !/02 - Read in Data From Different Sources/004 Read External Data into H2o_en.srt 6KB
  73. ~Get Your Files Here !/08 - Deep Learning Based Unsupervised Classification/002 Unsupervised Classification with H2o_en.srt 6KB
  74. ~Get Your Files Here !/06 - Supervised Classification with H2O/005 Measures of Accuracy_Binary Classification_en.srt 5KB
  75. ~Get Your Files Here !/01 - Welcome To The Course/005 Install H2o_en.srt 5KB
  76. ~Get Your Files Here !/05 - Unsupervised Classification with H2o/002 Implement k-Means Classification_en.srt 5KB
  77. ~Get Your Files Here !/02 - Read in Data From Different Sources/002 Read in Data from Online HTML Tables-Part 1_en.srt 5KB
  78. ~Get Your Files Here !/07 - Artificial Neural Networks (ANN) and Deep Neural Networks With H2O/006 Implement a (Less Intensive) DNN with H2o For Supervised Classification_en.srt 4KB
  79. ~Get Your Files Here !/07 - Artificial Neural Networks (ANN) and Deep Neural Networks With H2O/008 DNN For Regression_en.srt 4KB
  80. ~Get Your Files Here !/08 - Deep Learning Based Unsupervised Classification/003 More Autoencoders _ Credit Card Fraud Detection_en.srt 4KB
  81. ~Get Your Files Here !/01 - Welcome To The Course/004 Common data types_en.srt 4KB
  82. ~Get Your Files Here !/03 - Data Preprocessing (Briefly)/004 The Tidyverse Package_en.srt 4KB
  83. ~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section2/skorea.json 4KB
  84. ~Get Your Files Here !/05 - Unsupervised Classification with H2o/003 Principal Component Analysis (PCA)_ Theory_en.srt 3KB
  85. ~Get Your Files Here !/01 - Welcome To The Course/001 Brief Introduction_en.srt 3KB
  86. ~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section7/L32_h2o-dnn-3hidden.txt 3KB
  87. ~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section6/L26_rf_multi.txt 3KB
  88. ~Get Your Files Here !/08 - Deep Learning Based Unsupervised Classification/001 Autoencoders for Unsupervised Learning_en.srt 2KB
  89. ~Get Your Files Here !/05 - Unsupervised Classification with H2o/001 Theory of k-Means Clustering_en.srt 2KB
  90. ~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section5/L20_pca.txt 2KB
  91. ~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section6/L22_glm_binary.txt 2KB
  92. ~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section3/L11_removeNA.txt 1KB
  93. ~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section6/L24_rf_binary.txt 1KB
  94. ~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section6/L27_gbm_binary.txt 1KB
  95. ~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section7/L34_h2o_varimp.txt 1KB
  96. ~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section2/L9_readJson.txt 1KB
  97. ~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section7/L33_h2o-dnn-2hidden.txt 1KB
  98. ~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section7/L31_h2o_ann.txt 1KB
  99. ~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section3/L14_EDA.txt 1KB
  100. ~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section8/L39_h2o_autoencoders.txt 1KB
  101. ~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section8/L38_h2o_ann_unsup.txt 1KB
  102. ~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section7/L35_h2o_regression.txt 1017B
  103. ~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section3/L12_pipeop.txt 873B
  104. ~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section2/L8_readHTML_rcurl.txt 843B
  105. ~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section3/_L12_pipeop.txt 747B
  106. ~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section5/L18_kmeans.txt 707B
  107. ~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section2/L6_csv-excel.txt 650B
  108. ~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section7/_L34_h2o_varimp.txt 647B
  109. ~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section2/_L10_h2o_externalData.txt 639B
  110. ~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section7/_L31_h2o_ann.txt 639B
  111. ~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section7/_L32_h2o-dnn-3hidden.txt 639B
  112. ~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section8/_L38_h2o_ann_unsup.txt 639B
  113. ~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section2/L10_h2o_externalData.txt 613B
  114. ~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section2/_glassClass.csv 612B
  115. ~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section7/_dataset.csv 612B
  116. ~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section8/_creditcard.csv 594B
  117. ~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section8/_cancer_tumor.csv 591B
  118. ~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section3/_L13_tidyv1.txt 589B
  119. ~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section2/_L9_readJson.txt 584B
  120. ~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section2/_skorea.json 584B
  121. ~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section7/_L33_h2o-dnn-2hidden.txt 583B
  122. ~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section7/_L35_h2o_regression.txt 583B
  123. ~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section8/_L39_h2o_autoencoders.txt 583B
  124. ~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section2/L7_readHTML_xml.txt 506B
  125. ~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section5/_L20_pca.txt 474B
  126. ~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section6/_L24_rf_binary.txt 474B
  127. ~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section6/_L27_gbm_binary.txt 474B
  128. ~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section3/L13_tidyv1.txt 378B
  129. ~Get Your Files Here !/Bonus Resources.txt 357B
  130. ~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section5/_L18_kmeans.txt 317B
  131. ~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section6/_L22_glm_binary.txt 317B
  132. ~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section6/_L26_rf_multi.txt 317B
  133. ~Get Your Files Here !/01 - Welcome To The Course/data_code_H2O-R/section2/Resp1.csv 273B
  134. ~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section3/_L11_removeNA.txt 268B
  135. ~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section5/_Seabmass_typ.csv 266B
  136. ~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section2/_L6_csv-excel.txt 212B
  137. ~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section2/_L7_readHTML_xml.txt 212B
  138. ~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section2/_L8_readHTML_rcurl.txt 212B
  139. ~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section2/_Resp1.csv 212B
  140. ~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section2/_boston1.xls 212B
  141. ~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section2/_winequality-red.csv 212B
  142. ~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section3/_L14_EDA.txt 212B
  143. ~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section5/_covtype.csv 212B
  144. ~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section6/_covtype.csv 212B
  145. Get Bonus Downloads Here.url 183B
  146. ~Get Your Files Here !/01 - Welcome To The Course/__MACOSX/data_code_H2O-R/section6/_LoanDefault.csv 176B
  147. ~Get Your Files Here !/01 - Welcome To The Course/002 Data and Code.html 70B