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Decision Trees, Random Forests, Bagging & XGBoost R Studio

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文件列表

  1. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/8. Ensemble technique 3 - Boosting/5. XGBoosting in R.mp4 186MB
  2. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/3. Machine Learning Basics/1. Introduction, Key concepts and Examples.mp4 109MB
  3. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/4. Simple Decision trees/7. Building a Regression Tree in R.mp4 103MB
  4. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/8. Ensemble technique 3 - Boosting/4. AdaBoosting in R.mp4 103MB
  5. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/12. Bi-variate Analysis and Variable Transformation.mp4 100MB
  6. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/6. EDD in R.mp4 97MB
  7. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/2. Setting up R Studio and R Crash Course/7. Creating Barplots in R.mp4 97MB
  8. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/5. Simple Classification Tree/3. Building a classification Tree in R.mp4 85MB
  9. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/18. Correlation Matrix in R.mp4 83MB
  10. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/2. Setting up R Studio and R Crash Course/3. Packages in R.mp4 83MB
  11. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/4. Simple Decision trees/9. Pruning a Tree in R.mp4 82MB
  12. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/17. Correlation Matrix and cause-effect relationship.mp4 72MB
  13. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/3. The Data and the Data Dictionary.mp4 69MB
  14. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/8. Ensemble technique 3 - Boosting/3. Gradient Boosting in R.mp4 69MB
  15. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/2. Setting up R Studio and R Crash Course/6. Inputting data part 3 Importing from CSV or Text files.mp4 60MB
  16. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/6. Ensemble technique 1 - Bagging/2. Bagging in R.mp4 59MB
  17. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/13. Variable transformation in R.mp4 55MB
  18. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/16. Dummy variable creation in R.mp4 44MB
  19. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/4. Simple Decision trees/6. Splitting Data into Test and Train Set in R.mp4 44MB
  20. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/4. Simple Decision trees/2. Understanding a Regression Tree.mp4 44MB
  21. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/4. Simple Decision trees/5. Importing the Data set into R.mp4 44MB
  22. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/4. Simple Decision trees/1. Basics of Decision Trees.mp4 43MB
  23. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/2. Setting up R Studio and R Crash Course/8. Creating Histograms in R.mp4 42MB
  24. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/2. Setting up R Studio and R Crash Course/4. Inputting data part 1 Inbuilt datasets of R.mp4 41MB
  25. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/3. Machine Learning Basics/2. Steps in building an ML model.mp4 39MB
  26. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/2. Setting up R Studio and R Crash Course/2. Basics of R and R studio.mp4 39MB
  27. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/4. Simple Decision trees/4. The Data set for the Course.mp4 37MB
  28. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/15. Dummy variable creation Handling qualitative data.mp4 37MB
  29. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/2. Setting up R Studio and R Crash Course/1. Installing R and R studio.mp4 36MB
  30. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/8. Ensemble technique 3 - Boosting/1. Boosting techniques.mp4 34MB
  31. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/5. Simple Classification Tree/1. Classification Trees.mp4 33MB
  32. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/6. Ensemble technique 1 - Bagging/1. Bagging.mp4 32MB
  33. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/7. Ensemble technique 2 - Random Forest/2. Random Forest in R.mp4 31MB
  34. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/8. Outlier Treatment in R.mp4 31MB
  35. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/10. Missing Value imputation in R.mp4 26MB
  36. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/2. Setting up R Studio and R Crash Course/5. Inputting data part 2 Manual data entry.mp4 26MB
  37. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/9. Missing Value imputation.mp4 25MB
  38. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/7. Outlier Treatment.mp4 24MB
  39. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/5. Univariate Analysis and EDD.mp4 24MB
  40. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/1. Gathering Business Knowledge.mp4 22MB
  41. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/5. Simple Classification Tree/2. The Data set for Classification problem.mp4 22MB
  42. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/7. Ensemble technique 2 - Random Forest/1. Random Forest technique.mp4 21MB
  43. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/2. Data Exploration.mp4 21MB
  44. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/14. Non Usable Variables.mp4 20MB
  45. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/4. Simple Decision trees/8. Pruning a tree.mp4 18MB
  46. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/1. Introduction/1. Welcome to the Course!.mp4 18MB
  47. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/11. Seasonality in Data.mp4 17MB
  48. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/4. Simple Decision trees/3. The stopping criteria for controlling tree growth.mp4 14MB
  49. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/4. Importing the dataset into R.mp4 13MB
  50. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/5. Simple Classification Tree/4. Advantages and Disadvantages of Decision Trees.mp4 8MB
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  61. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/1. Introduction/1.1 00_Intro.pdf 335KB
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  63. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/6. Ensemble technique 1 - Bagging/1.1 07_Bagging.pdf 304KB
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  73. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/4. Simple Decision trees/8.1 05_Prune.pdf 229KB
  74. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/4. Simple Decision trees/2.1 03_Concepts.pdf 222KB
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  76. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/5. Simple Classification Tree/1.1 06_Decision Tree - Class.pdf 209KB
  77. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/4. Simple Decision trees/1.1 02_Decision Tree.pdf 206KB
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  79. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/8. Ensemble technique 3 - Boosting/1.1 09_Boosting.pdf 188KB
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  81. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/7. Ensemble technique 2 - Random Forest/1.1 08_Random_Forest.pdf 168KB
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  83. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/4. Simple Decision trees/3.1 04_Stop_condition.pdf 155KB
  84. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/5. Simple Classification Tree/4.1 10_Adv_disadv.pdf 145KB
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  89. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/2. Setting up R Studio and R Crash Course/6.1 Customer.csv 64KB
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  91. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/5. Simple Classification Tree/2.1 Movie_classification.csv 54KB
  92. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/4. Simple Decision trees/4.2 Movie_classification.csv 54KB
  93. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/4.1 House_Price.csv 53KB
  94. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/4. Simple Decision trees/4.1 Movie_regression.csv 53KB
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  100. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/3. Machine Learning Basics/1. Introduction, Key concepts and Examples.srt 18KB
  101. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/12. Bi-variate Analysis and Variable Transformation.srt 18KB
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  104. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/8. Ensemble technique 3 - Boosting/5. XGBoosting in R.srt 16KB
  105. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/4. Simple Decision trees/7. Building a Regression Tree in R.srt 14KB
  106. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/2. Setting up R Studio and R Crash Course/7. Creating Barplots in R.srt 13KB
  107. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/6. EDD in R.srt 12KB
  108. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/2. Setting up R Studio and R Crash Course/3. Packages in R.srt 11KB
  109. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/17. Correlation Matrix and cause-effect relationship.srt 11KB
  110. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/2. Setting up R Studio and R Crash Course/2. Basics of R and R studio.srt 11KB
  111. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/4. Simple Decision trees/2. Understanding a Regression Tree.srt 11KB
  112. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/4. Simple Decision trees/1. Basics of Decision Trees.srt 10KB
  113. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/3. Machine Learning Basics/2. Steps in building an ML model.srt 10KB
  114. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/8. Ensemble technique 3 - Boosting/4. AdaBoosting in R.srt 10KB
  115. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/5. Simple Classification Tree/3. Building a classification Tree in R.srt 10KB
  116. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/4. Simple Decision trees/9. Pruning a Tree in R.srt 9KB
  117. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/18. Correlation Matrix in R.srt 9KB
  118. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/13. Variable transformation in R.srt 9KB
  119. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/3. The Data and the Data Dictionary.srt 8KB
  120. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/8. Ensemble technique 3 - Boosting/3. Gradient Boosting in R.srt 8KB
  121. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/8. Ensemble technique 3 - Boosting/1. Boosting techniques.srt 7KB
  122. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/6. Ensemble technique 1 - Bagging/1. Bagging.srt 7KB
  123. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/4. Simple Decision trees/5. Importing the Data set into R.srt 7KB
  124. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/6. Ensemble technique 1 - Bagging/2. Bagging in R.srt 6KB
  125. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/2. Setting up R Studio and R Crash Course/6. Inputting data part 3 Importing from CSV or Text files.srt 6KB
  126. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/5. Simple Classification Tree/1. Classification Trees.srt 6KB
  127. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/2. Setting up R Studio and R Crash Course/8. Creating Histograms in R.srt 6KB
  128. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/2. Setting up R Studio and R Crash Course/1. Installing R and R studio.srt 6KB
  129. .pad/17 5KB
  130. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/14. Non Usable Variables.srt 5KB
  131. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/4. Simple Decision trees/6. Splitting Data into Test and Train Set in R.srt 5KB
  132. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/16. Dummy variable creation in R.srt 5KB
  133. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/15. Dummy variable creation Handling qualitative data.srt 5KB
  134. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/7. Outlier Treatment.srt 4KB
  135. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/8. Outlier Treatment in R.srt 4KB
  136. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/7. Ensemble technique 2 - Random Forest/2. Random Forest in R.srt 4KB
  137. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/9. Missing Value imputation.srt 4KB
  138. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/7. Ensemble technique 2 - Random Forest/1. Random Forest technique.srt 4KB
  139. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/2. Setting up R Studio and R Crash Course/4. Inputting data part 1 Inbuilt datasets of R.srt 4KB
  140. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/4. Simple Decision trees/8. Pruning a tree.srt 4KB
  141. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/1. Gathering Business Knowledge.srt 4KB
  142. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/11. Seasonality in Data.srt 4KB
  143. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/2. Data Exploration.srt 4KB
  144. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/10. Missing Value imputation in R.srt 3KB
  145. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/5. Univariate Analysis and EDD.srt 3KB
  146. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/1. Introduction/1. Welcome to the Course!.srt 3KB
  147. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/4. Simple Decision trees/3. The stopping criteria for controlling tree growth.srt 3KB
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  149. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/4. Simple Decision trees/4. The Data set for the Course.srt 3KB
  150. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/2. Setting up R Studio and R Crash Course/5. Inputting data part 2 Manual data entry.srt 3KB
  151. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/9. Add-on 1 Preprocessing and Preparing Data before making any model/4. Importing the dataset into R.srt 3KB
  152. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/5. Simple Classification Tree/2. The Data set for Classification problem.srt 2KB
  153. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/5. Simple Classification Tree/4. Advantages and Disadvantages of Decision Trees.srt 2KB
  154. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/10. Bonus Section/1. Congratulations & About your certificate.html 2KB
  155. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/10. Bonus Section/2. Bonus Lecture.html 1KB
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  159. [TutsNode.com] - Decision Trees, Random Forests, Bagging & XGBoost R Studio/1. Introduction/2. Course Resources.html 313B
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