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Machine Learning Made Easy - Beginner to Advanced using R

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文件列表

  1. Machine Learning Made Easy - Beginner to Advanced using R/2. Data Handling in R/1.3 Section 2. Data Handling Dataset.zip.zip 41MB
  2. Machine Learning Made Easy - Beginner to Advanced using R/3. Basic Statistics and Graph/1.2 Section 3. R Basic Statistics Dataset.zip.zip 37MB
  3. Machine Learning Made Easy - Beginner to Advanced using R/7. Decision Tree/12. Tree Building and Model Selection.mp4 37MB
  4. Machine Learning Made Easy - Beginner to Advanced using R/7. Decision Tree/8. The Decision Tree Lab - Part 3 & Overfitting.mp4 37MB
  5. Machine Learning Made Easy - Beginner to Advanced using R/1. Introduction to R/4. R Data types Vectors.mp4 32MB
  6. Machine Learning Made Easy - Beginner to Advanced using R/4. Data Cleaning and Treatment/7. Step two Lab Categorical Variable Exploration.mp4 30MB
  7. Machine Learning Made Easy - Beginner to Advanced using R/11. Ensamble Learning, Random Forest and Boosting/11. Boosting Lab.mp4 29MB
  8. Machine Learning Made Easy - Beginner to Advanced using R/4. Data Cleaning and Treatment/8. Step three Lab Variable Level Exploration Continues.mp4 29MB
  9. Machine Learning Made Easy - Beginner to Advanced using R/7. Decision Tree/6. Split for Variable & The Decision Tree Lab - Part 1.mp4 29MB
  10. Machine Learning Made Easy - Beginner to Advanced using R/8. Model Selection and Cross Validation/7. Overfitting Underfitting.mp4 28MB
  11. Machine Learning Made Easy - Beginner to Advanced using R/9. Neural Networks/4. Non Linear Decision Boundary and Solution.mp4 28MB
  12. Machine Learning Made Easy - Beginner to Advanced using R/7. Decision Tree/3. The Splitting Criterion & Entropy Calculation.mp4 28MB
  13. Machine Learning Made Easy - Beginner to Advanced using R/7. Decision Tree/7. The Decision Tree Lab - Part 2 & Validation.mp4 27MB
  14. Machine Learning Made Easy - Beginner to Advanced using R/5. Linear Regression/1. Introduction and Correlation.mp4 27MB
  15. Machine Learning Made Easy - Beginner to Advanced using R/1. Introduction to R/5. R Data Frames.mp4 27MB
  16. Machine Learning Made Easy - Beginner to Advanced using R/12. Cluster Analysis/7. Kmeans Clustering on R.mp4 26MB
  17. Machine Learning Made Easy - Beginner to Advanced using R/12. Cluster Analysis/8. More on Kmeans.mp4 26MB
  18. Machine Learning Made Easy - Beginner to Advanced using R/4. Data Cleaning and Treatment/6. Reading Data Dictionary.mp4 26MB
  19. Machine Learning Made Easy - Beginner to Advanced using R/7. Decision Tree/2. The Decision Tree Philosophy & The Decision Tree Approach.mp4 25MB
  20. Machine Learning Made Easy - Beginner to Advanced using R/10. Support Vector Machines/11. Lab Digit Reconizer.mp4 25MB
  21. Machine Learning Made Easy - Beginner to Advanced using R/9. Neural Networks/8. Building a Neural Network.mp4 25MB
  22. Machine Learning Made Easy - Beginner to Advanced using R/4. Data Cleaning and Treatment/4. CS lab step one basic content of dataset.mp4 24MB
  23. Machine Learning Made Easy - Beginner to Advanced using R/6. Logistic Regression/1. Need of Non-Linear Regression.mp4 24MB
  24. Machine Learning Made Easy - Beginner to Advanced using R/5. Linear Regression/9. Issue with Multiple Regression.mp4 24MB
  25. Machine Learning Made Easy - Beginner to Advanced using R/7. Decision Tree/10. Choosing Cp & Cross Validation Error.mp4 24MB
  26. Machine Learning Made Easy - Beginner to Advanced using R/6. Logistic Regression/7. Model Selection.mp4 24MB
  27. Machine Learning Made Easy - Beginner to Advanced using R/8. Model Selection and Cross Validation/10. Ten fold CV.mp4 24MB
  28. Machine Learning Made Easy - Beginner to Advanced using R/5. Linear Regression/10. Multicollinearity.mp4 23MB
  29. Machine Learning Made Easy - Beginner to Advanced using R/8. Model Selection and Cross Validation/4. ROC AUC.mp4 22MB
  30. Machine Learning Made Easy - Beginner to Advanced using R/11. Ensamble Learning, Random Forest and Boosting/7. Random Forest.mp4 22MB
  31. Machine Learning Made Easy - Beginner to Advanced using R/1. Introduction to R/8. R History and Scripts.mp4 22MB
  32. Machine Learning Made Easy - Beginner to Advanced using R/12. Cluster Analysis/6. Clustering Algorithms- Kmeans.mp4 22MB
  33. Machine Learning Made Easy - Beginner to Advanced using R/12. Cluster Analysis/9. Data Standardisation and Non-numeric Data.mp4 22MB
  34. Machine Learning Made Easy - Beginner to Advanced using R/2. Data Handling in R/7. Sorting and Duplicates.mp4 22MB
  35. Machine Learning Made Easy - Beginner to Advanced using R/1. Introduction to R/6. List.mp4 21MB
  36. Machine Learning Made Easy - Beginner to Advanced using R/4. Data Cleaning and Treatment/11. Step four Treatment-Scenario 2.mp4 21MB
  37. Machine Learning Made Easy - Beginner to Advanced using R/5. Linear Regression/6. R Squared.mp4 21MB
  38. Machine Learning Made Easy - Beginner to Advanced using R/6. Logistic Regression/4. Goodness of Fit for a Logistic Regression.mp4 21MB
  39. Machine Learning Made Easy - Beginner to Advanced using R/8. Model Selection and Cross Validation/2. Sensitivity Specificity.mp4 19MB
  40. Machine Learning Made Easy - Beginner to Advanced using R/7. Decision Tree/5. The Decision Tree Algorithm.mp4 19MB
  41. Machine Learning Made Easy - Beginner to Advanced using R/8. Model Selection and Cross Validation/3. Sensitivity Specificity Continued.mp4 18MB
  42. Machine Learning Made Easy - Beginner to Advanced using R/8. Model Selection and Cross Validation/11. Kfold CV.mp4 18MB
  43. Machine Learning Made Easy - Beginner to Advanced using R/3. Basic Statistics and Graph/2. Descriptive Statistics.mp4 18MB
  44. Machine Learning Made Easy - Beginner to Advanced using R/9. Neural Networks/11. Digit Recognizer second attempt part2.mp4 18MB
  45. Machine Learning Made Easy - Beginner to Advanced using R/5. Linear Regression/7. Multiple Regression.mp4 18MB
  46. Machine Learning Made Easy - Beginner to Advanced using R/11. Ensamble Learning, Random Forest and Boosting/1.3 Section 11. Random Forest Datasets.zip.zip 18MB
  47. Machine Learning Made Easy - Beginner to Advanced using R/10. Support Vector Machines/8. Kernal Trick on R.mp4 18MB
  48. Machine Learning Made Easy - Beginner to Advanced using R/8. Model Selection and Cross Validation/8. Bias_Variance Treadoff.mp4 17MB
  49. Machine Learning Made Easy - Beginner to Advanced using R/3. Basic Statistics and Graph/5. Creating Graphs and Conclusions.mp4 17MB
  50. Machine Learning Made Easy - Beginner to Advanced using R/11. Ensamble Learning, Random Forest and Boosting/6. Bagging Models.mp4 17MB
  51. Machine Learning Made Easy - Beginner to Advanced using R/12. Cluster Analysis/1. Introduction to Clustering via Segmentation.mp4 17MB
  52. Machine Learning Made Easy - Beginner to Advanced using R/6. Logistic Regression/2. Logistic Function and Line.mp4 16MB
  53. Machine Learning Made Easy - Beginner to Advanced using R/9. Neural Networks/1. Introduction and Logistic Regression Recap.mp4 16MB
  54. Machine Learning Made Easy - Beginner to Advanced using R/7. Decision Tree/4. Information Gain & Calculation.mp4 16MB
  55. Machine Learning Made Easy - Beginner to Advanced using R/2. Data Handling in R/6. Calculated Fields_ifelse.mp4 16MB
  56. Machine Learning Made Easy - Beginner to Advanced using R/4. Data Cleaning and Treatment/10. Step four Treatment-Scenario 1.mp4 15MB
  57. Machine Learning Made Easy - Beginner to Advanced using R/5. Linear Regression/4. From Correlation to Regression.mp4 15MB
  58. Machine Learning Made Easy - Beginner to Advanced using R/1. Introduction to R/10. Errors.mp4 15MB
  59. Machine Learning Made Easy - Beginner to Advanced using R/2. Data Handling in R/5. Subsetting Variable Condition.mp4 15MB
  60. Machine Learning Made Easy - Beginner to Advanced using R/11. Ensamble Learning, Random Forest and Boosting/10. Boosting Illustration.mp4 15MB
  61. Machine Learning Made Easy - Beginner to Advanced using R/5. Linear Regression/5. Regression Line Fitting in R.mp4 15MB
  62. Machine Learning Made Easy - Beginner to Advanced using R/11. Ensamble Learning, Random Forest and Boosting/5. Bagging.mp4 14MB
  63. Machine Learning Made Easy - Beginner to Advanced using R/9. Neural Networks/3. Non Linear Decision Boundary NN.mp4 14MB
  64. Machine Learning Made Easy - Beginner to Advanced using R/4. Data Cleaning and Treatment/3. Data Cleaning Case Study.mp4 14MB
  65. Machine Learning Made Easy - Beginner to Advanced using R/9. Neural Networks/5. Neural Net Intution.mp4 14MB
  66. Machine Learning Made Easy - Beginner to Advanced using R/4. Data Cleaning and Treatment/9. Data Cleaning and Treatment.mp4 14MB
  67. Machine Learning Made Easy - Beginner to Advanced using R/6. Logistic Regression/3. Multiple Logistic Regression.mp4 13MB
  68. Machine Learning Made Easy - Beginner to Advanced using R/11. Ensamble Learning, Random Forest and Boosting/9. Boosting.mp4 13MB
  69. Machine Learning Made Easy - Beginner to Advanced using R/11. Ensamble Learning, Random Forest and Boosting/8. Random Forest Lab.mp4 13MB
  70. Machine Learning Made Easy - Beginner to Advanced using R/4. Data Cleaning and Treatment/2. Model Building Cycle.mp4 13MB
  71. Machine Learning Made Easy - Beginner to Advanced using R/9. Neural Networks/6. Neural Net Algorithm.mp4 12MB
  72. Machine Learning Made Easy - Beginner to Advanced using R/2. Data Handling in R/2. Importing the Datasets.mp4 12MB
  73. Machine Learning Made Easy - Beginner to Advanced using R/8. Model Selection and Cross Validation/9. Holdout Data Validation.mp4 12MB
  74. Machine Learning Made Easy - Beginner to Advanced using R/6. Logistic Regression/5. Multicollinearity in Logistic Regression.mp4 12MB
  75. Machine Learning Made Easy - Beginner to Advanced using R/2. Data Handling in R/3. Checklist.mp4 12MB
  76. Machine Learning Made Easy - Beginner to Advanced using R/2. Data Handling in R/8. Joining and Merging.mp4 12MB
  77. Machine Learning Made Easy - Beginner to Advanced using R/9. Neural Networks/10. Digit Recognizer second attempt part1.mp4 12MB
  78. Machine Learning Made Easy - Beginner to Advanced using R/9. Neural Networks/7. Neural Net Algorithm Demo.mp4 12MB
  79. Machine Learning Made Easy - Beginner to Advanced using R/4. Data Cleaning and Treatment/12. Data Cleaning Scenario 3.mp4 12MB
  80. Machine Learning Made Easy - Beginner to Advanced using R/10. Support Vector Machines/5. SVM on R.mp4 12MB
  81. Machine Learning Made Easy - Beginner to Advanced using R/11. Ensamble Learning, Random Forest and Boosting/4. Ensamble Models.mp4 12MB
  82. Machine Learning Made Easy - Beginner to Advanced using R/10. Support Vector Machines/2. The Classifier and Decision Boundary.mp4 11MB
  83. Machine Learning Made Easy - Beginner to Advanced using R/9. Neural Networks/13. Conclusion.mp4 11MB
  84. Machine Learning Made Easy - Beginner to Advanced using R/9. Neural Networks/12. Lab Digit Reconizer.mp4 11MB
  85. Machine Learning Made Easy - Beginner to Advanced using R/12. Cluster Analysis/3. Similiarities and Dissimilarity.mp4 11MB
  86. Machine Learning Made Easy - Beginner to Advanced using R/7. Decision Tree/1. Introduction to Decision Tree and Segmentation.mp4 11MB
  87. Machine Learning Made Easy - Beginner to Advanced using R/1. Introduction to R/3. R Packages.mp4 11MB
  88. Machine Learning Made Easy - Beginner to Advanced using R/11. Ensamble Learning, Random Forest and Boosting/3. Ensemble Learning.mp4 11MB
  89. Machine Learning Made Easy - Beginner to Advanced using R/10. Support Vector Machines/7. Kernal Trick.mp4 11MB
  90. Machine Learning Made Easy - Beginner to Advanced using R/11. Ensamble Learning, Random Forest and Boosting/2. Wisdom of Crowd.mp4 10MB
  91. Machine Learning Made Easy - Beginner to Advanced using R/3. Basic Statistics and Graph/4. Box Plots.mp4 10MB
  92. Machine Learning Made Easy - Beginner to Advanced using R/1. Introduction to R/1. Getting Started.mp4 10MB
  93. Machine Learning Made Easy - Beginner to Advanced using R/12. Cluster Analysis/5. Calculating Distance in R.mp4 10MB
  94. Machine Learning Made Easy - Beginner to Advanced using R/9. Neural Networks/9. Local Vs Global Min.mp4 10MB
  95. Machine Learning Made Easy - Beginner to Advanced using R/2. Data Handling in R/4. Subsetting the Data.mp4 10MB
  96. Machine Learning Made Easy - Beginner to Advanced using R/8. Model Selection and Cross Validation/6. Errors.mp4 10MB
  97. Machine Learning Made Easy - Beginner to Advanced using R/7. Decision Tree/9. Pruning & Complexity Parameters.mp4 10MB
  98. Machine Learning Made Easy - Beginner to Advanced using R/6. Logistic Regression/6. Individual Impact of Variables.mp4 10MB
  99. Machine Learning Made Easy - Beginner to Advanced using R/1. Introduction to R/9. R Functions.mp4 10MB
  100. Machine Learning Made Easy - Beginner to Advanced using R/1. Introduction to R/2. R Environment.mp4 10MB
  101. Machine Learning Made Easy - Beginner to Advanced using R/8. Model Selection and Cross Validation/5. The Best Model.mp4 10MB
  102. Machine Learning Made Easy - Beginner to Advanced using R/2. Data Handling in R/9. Exporting the Data.mp4 9MB
  103. Machine Learning Made Easy - Beginner to Advanced using R/3. Basic Statistics and Graph/3. Percentiles and Quartiles.mp4 9MB
  104. Machine Learning Made Easy - Beginner to Advanced using R/12. Cluster Analysis/4. Calculating the Distance.mp4 8MB
  105. Machine Learning Made Easy - Beginner to Advanced using R/5. Linear Regression/2. LBA Correlation Calculation in R.mp4 8MB
  106. Machine Learning Made Easy - Beginner to Advanced using R/5. Linear Regression/8. Adjusted R Squared.mp4 8MB
  107. Machine Learning Made Easy - Beginner to Advanced using R/4. Data Cleaning and Treatment/5. Variable Level Exploration Catagorical.mp4 8MB
  108. Machine Learning Made Easy - Beginner to Advanced using R/12. Cluster Analysis/2. Types of Cluster.mp4 8MB
  109. Machine Learning Made Easy - Beginner to Advanced using R/1. Introduction to R/7. Factor and Matrix.mp4 8MB
  110. Machine Learning Made Easy - Beginner to Advanced using R/11. Ensamble Learning, Random Forest and Boosting/12. Conclusion.mp4 7MB
  111. Machine Learning Made Easy - Beginner to Advanced using R/10. Support Vector Machines/4. The SVM Alogirithm and Results.mp4 7MB
  112. Machine Learning Made Easy - Beginner to Advanced using R/7. Decision Tree/11. Two Types of Pruning.mp4 7MB
  113. Machine Learning Made Easy - Beginner to Advanced using R/10. Support Vector Machines/6. Non Linear Boundary.mp4 7MB
  114. Machine Learning Made Easy - Beginner to Advanced using R/3. Basic Statistics and Graph/1. Introduction and Sampling.mp4 6MB
  115. Machine Learning Made Easy - Beginner to Advanced using R/10. Support Vector Machines/9. Soft Margin and Validation.mp4 6MB
  116. Machine Learning Made Easy - Beginner to Advanced using R/9. Neural Networks/2. Decision Boundary.mp4 6MB
  117. Machine Learning Made Easy - Beginner to Advanced using R/5. Linear Regression/3. Beyond Pearson Correlation.mp4 5MB
  118. Machine Learning Made Easy - Beginner to Advanced using R/4. Data Cleaning and Treatment/13. Some Other Variables.mp4 5MB
  119. Machine Learning Made Easy - Beginner to Advanced using R/10. Support Vector Machines/10. SVM Advantage, Disadvantage and Applications.mp4 5MB
  120. Machine Learning Made Easy - Beginner to Advanced using R/10. Support Vector Machines/1.1 Section 10. SVM Datasets.zip.zip 5MB
  121. Machine Learning Made Easy - Beginner to Advanced using R/9. Neural Networks/1.1 Section 9. Neural Net Datasets.zip.zip 4MB
  122. Machine Learning Made Easy - Beginner to Advanced using R/12. Cluster Analysis/10. Clustering Conclusion.mp4 4MB
  123. Machine Learning Made Easy - Beginner to Advanced using R/5. Linear Regression/11. Regression Conclusion.mp4 4MB
  124. Machine Learning Made Easy - Beginner to Advanced using R/4. Data Cleaning and Treatment/14. Conclusions.mp4 4MB
  125. Machine Learning Made Easy - Beginner to Advanced using R/10. Support Vector Machines/1. Introduction to SVM.mp4 4MB
  126. Machine Learning Made Easy - Beginner to Advanced using R/4. Data Cleaning and Treatment/1. Introduction to Data Cleaning and Model Building Cycle.mp4 4MB
  127. Machine Learning Made Easy - Beginner to Advanced using R/8. Model Selection and Cross Validation/1. Introduction to Model Selection.mp4 3MB
  128. Machine Learning Made Easy - Beginner to Advanced using R/7. Decision Tree/13. Conclusion.mp4 3MB
  129. Machine Learning Made Easy - Beginner to Advanced using R/9. Neural Networks/1.2 9.Neural Network_in_R_Classv2.pdf.pdf 3MB
  130. Machine Learning Made Easy - Beginner to Advanced using R/8. Model Selection and Cross Validation/12. MSCV Conclusion.mp4 3MB
  131. Machine Learning Made Easy - Beginner to Advanced using R/10. Support Vector Machines/3. SVM- The Large Margin Classifier.mp4 3MB
  132. Machine Learning Made Easy - Beginner to Advanced using R/4. Data Cleaning and Treatment/1.1 Section 4. Datasets.zip.zip 3MB
  133. Machine Learning Made Easy - Beginner to Advanced using R/2. Data Handling in R/1. Introduction to Data Handling.mp4 3MB
  134. Machine Learning Made Easy - Beginner to Advanced using R/6. Logistic Regression/8. Logistic Regression Conclusion.mp4 2MB
  135. Machine Learning Made Easy - Beginner to Advanced using R/10. Support Vector Machines/12. SVM Conclusion.mp4 2MB
  136. Machine Learning Made Easy - Beginner to Advanced using R/7. Decision Tree/1.3 7.Decision_Trees_in_R_Classv1.pdf.pdf 2MB
  137. Machine Learning Made Easy - Beginner to Advanced using R/10. Support Vector Machines/1.3 10.SVM_in_R_Classv4.pdf.pdf 2MB
  138. Machine Learning Made Easy - Beginner to Advanced using R/5. Linear Regression/1.3 5.Regression_in_R_Classv1.pdf.pdf 2MB
  139. Machine Learning Made Easy - Beginner to Advanced using R/8. Model Selection and Cross Validation/1.2 8. Model Selection and Cross Validation_in_R_Classv3.pdf.pdf 2MB
  140. Machine Learning Made Easy - Beginner to Advanced using R/11. Ensamble Learning, Random Forest and Boosting/1. Introduction to Bagging RF Boosting.mp4 1MB
  141. Machine Learning Made Easy - Beginner to Advanced using R/12. Cluster Analysis/1.1 12.Cluster Aalysis in R Class V3.pdf.pdf 1MB
  142. Machine Learning Made Easy - Beginner to Advanced using R/6. Logistic Regression/1.2 6.Logistic Regression_in_R_Classv1.pdf.pdf 968KB
  143. Machine Learning Made Easy - Beginner to Advanced using R/4. Data Cleaning and Treatment/1.3 4. R.Data Cleaning Preparing data for Analysis_Class_v1.pdf.pdf 941KB
  144. Machine Learning Made Easy - Beginner to Advanced using R/11. Ensamble Learning, Random Forest and Boosting/1.2 11.1.Basic Ensemble Models & Random Forests_R _v2.pdf.pdf 911KB
  145. Machine Learning Made Easy - Beginner to Advanced using R/11. Ensamble Learning, Random Forest and Boosting/1.1 11.2.Basic Boosted Models.pdf.pdf 910KB
  146. Machine Learning Made Easy - Beginner to Advanced using R/1. Introduction to R/1.1 1.R Introuction Class_v2.pdf.pdf 654KB
  147. Machine Learning Made Easy - Beginner to Advanced using R/3. Basic Statistics and Graph/1.1 3. R Basic Statistics Graphs and Reporting_Class_v2 .pdf.pdf 628KB
  148. Machine Learning Made Easy - Beginner to Advanced using R/7. Decision Tree/1.1 Section 7. Decision Tree Datasets.zip.zip 576KB
  149. Machine Learning Made Easy - Beginner to Advanced using R/2. Data Handling in R/1.2 2. R DataHandling_Class_v1.pdf.pdf 522KB
  150. Machine Learning Made Easy - Beginner to Advanced using R/6. Logistic Regression/1.3 Section 6. Logistic Regression Datasets.zip.zip 492KB
  151. Machine Learning Made Easy - Beginner to Advanced using R/8. Model Selection and Cross Validation/1.3 Section 8. MSCV Datasets.zip.zip 492KB
  152. Machine Learning Made Easy - Beginner to Advanced using R/12. Cluster Analysis/1.2 Section 12. Cluster Analysis DataSets.zip.zip 34KB
  153. Machine Learning Made Easy - Beginner to Advanced using R/7. Decision Tree/8. The Decision Tree Lab - Part 3 & Overfitting.srt 20KB
  154. Machine Learning Made Easy - Beginner to Advanced using R/6. Logistic Regression/1. Need of Non-Linear Regression.srt 19KB
  155. Machine Learning Made Easy - Beginner to Advanced using R/7. Decision Tree/3. The Splitting Criterion & Entropy Calculation.srt 19KB
  156. Machine Learning Made Easy - Beginner to Advanced using R/7. Decision Tree/2. The Decision Tree Philosophy & The Decision Tree Approach.srt 19KB
  157. Machine Learning Made Easy - Beginner to Advanced using R/7. Decision Tree/6. Split for Variable & The Decision Tree Lab - Part 1.srt 19KB
  158. Machine Learning Made Easy - Beginner to Advanced using R/7. Decision Tree/12. Tree Building and Model Selection.srt 18KB
  159. Machine Learning Made Easy - Beginner to Advanced using R/5. Linear Regression/1.1 Section 5. Regression Datasets.zip.zip 18KB
  160. Machine Learning Made Easy - Beginner to Advanced using R/5. Linear Regression/10. Multicollinearity.srt 17KB
  161. Machine Learning Made Easy - Beginner to Advanced using R/1. Introduction to R/5. R Data Frames.srt 17KB
  162. Machine Learning Made Easy - Beginner to Advanced using R/4. Data Cleaning and Treatment/7. Step two Lab Categorical Variable Exploration.srt 17KB
  163. Machine Learning Made Easy - Beginner to Advanced using R/12. Cluster Analysis/9. Data Standardisation and Non-numeric Data.srt 17KB
  164. Machine Learning Made Easy - Beginner to Advanced using R/7. Decision Tree/7. The Decision Tree Lab - Part 2 & Validation.srt 17KB
  165. Machine Learning Made Easy - Beginner to Advanced using R/12. Cluster Analysis/6. Clustering Algorithms- Kmeans.srt 16KB
  166. Machine Learning Made Easy - Beginner to Advanced using R/5. Linear Regression/6. R Squared.srt 16KB
  167. Machine Learning Made Easy - Beginner to Advanced using R/6. Logistic Regression/7. Model Selection.srt 16KB
  168. Machine Learning Made Easy - Beginner to Advanced using R/6. Logistic Regression/4. Goodness of Fit for a Logistic Regression.srt 16KB
  169. Machine Learning Made Easy - Beginner to Advanced using R/7. Decision Tree/5. The Decision Tree Algorithm.srt 15KB
  170. Machine Learning Made Easy - Beginner to Advanced using R/8. Model Selection and Cross Validation/7. Overfitting Underfitting.srt 15KB
  171. Machine Learning Made Easy - Beginner to Advanced using R/5. Linear Regression/9. Issue with Multiple Regression.srt 15KB
  172. Machine Learning Made Easy - Beginner to Advanced using R/1. Introduction to R/4. R Data types Vectors.srt 14KB
  173. Machine Learning Made Easy - Beginner to Advanced using R/12. Cluster Analysis/8. More on Kmeans.srt 14KB
  174. Machine Learning Made Easy - Beginner to Advanced using R/12. Cluster Analysis/7. Kmeans Clustering on R.srt 14KB
  175. Machine Learning Made Easy - Beginner to Advanced using R/11. Ensamble Learning, Random Forest and Boosting/7. Random Forest.srt 14KB
  176. Machine Learning Made Easy - Beginner to Advanced using R/4. Data Cleaning and Treatment/8. Step three Lab Variable Level Exploration Continues.srt 14KB
  177. Machine Learning Made Easy - Beginner to Advanced using R/1. Introduction to R/6. List.srt 14KB
  178. Machine Learning Made Easy - Beginner to Advanced using R/4. Data Cleaning and Treatment/6. Reading Data Dictionary.srt 14KB
  179. Machine Learning Made Easy - Beginner to Advanced using R/4. Data Cleaning and Treatment/4. CS lab step one basic content of dataset.srt 14KB
  180. Machine Learning Made Easy - Beginner to Advanced using R/5. Linear Regression/4. From Correlation to Regression.srt 13KB
  181. Machine Learning Made Easy - Beginner to Advanced using R/7. Decision Tree/10. Choosing Cp & Cross Validation Error.srt 13KB
  182. Machine Learning Made Easy - Beginner to Advanced using R/2. Data Handling in R/7. Sorting and Duplicates.srt 13KB
  183. Machine Learning Made Easy - Beginner to Advanced using R/3. Basic Statistics and Graph/2. Descriptive Statistics.srt 13KB
  184. Machine Learning Made Easy - Beginner to Advanced using R/4. Data Cleaning and Treatment/11. Step four Treatment-Scenario 2.srt 13KB
  185. Machine Learning Made Easy - Beginner to Advanced using R/8. Model Selection and Cross Validation/3. Sensitivity Specificity Continued.srt 13KB
  186. Machine Learning Made Easy - Beginner to Advanced using R/9. Neural Networks/4. Non Linear Decision Boundary and Solution.srt 13KB
  187. Machine Learning Made Easy - Beginner to Advanced using R/6. Logistic Regression/2. Logistic Function and Line.srt 13KB
  188. Machine Learning Made Easy - Beginner to Advanced using R/1. Introduction to R/8. R History and Scripts.srt 13KB
  189. Machine Learning Made Easy - Beginner to Advanced using R/5. Linear Regression/7. Multiple Regression.srt 13KB
  190. Machine Learning Made Easy - Beginner to Advanced using R/9. Neural Networks/8. Building a Neural Network.srt 12KB
  191. Machine Learning Made Easy - Beginner to Advanced using R/12. Cluster Analysis/1. Introduction to Clustering via Segmentation.srt 12KB
  192. Machine Learning Made Easy - Beginner to Advanced using R/8. Model Selection and Cross Validation/2. Sensitivity Specificity.srt 12KB
  193. Machine Learning Made Easy - Beginner to Advanced using R/8. Model Selection and Cross Validation/10. Ten fold CV.srt 12KB
  194. Machine Learning Made Easy - Beginner to Advanced using R/11. Ensamble Learning, Random Forest and Boosting/11. Boosting Lab.srt 12KB
  195. Machine Learning Made Easy - Beginner to Advanced using R/1. Introduction to R/10. Errors.srt 12KB
  196. Machine Learning Made Easy - Beginner to Advanced using R/8. Model Selection and Cross Validation/8. Bias_Variance Treadoff.srt 11KB
  197. Machine Learning Made Easy - Beginner to Advanced using R/7. Decision Tree/4. Information Gain & Calculation.srt 11KB
  198. Machine Learning Made Easy - Beginner to Advanced using R/8. Model Selection and Cross Validation/4. ROC AUC.srt 11KB
  199. Machine Learning Made Easy - Beginner to Advanced using R/8. Model Selection and Cross Validation/11. Kfold CV.srt 11KB
  200. Machine Learning Made Easy - Beginner to Advanced using R/4. Data Cleaning and Treatment/2. Model Building Cycle.srt 11KB
  201. Machine Learning Made Easy - Beginner to Advanced using R/11. Ensamble Learning, Random Forest and Boosting/10. Boosting Illustration.srt 10KB
  202. Machine Learning Made Easy - Beginner to Advanced using R/4. Data Cleaning and Treatment/9. Data Cleaning and Treatment.srt 10KB
  203. Machine Learning Made Easy - Beginner to Advanced using R/2. Data Handling in R/6. Calculated Fields_ifelse.srt 10KB
  204. Machine Learning Made Easy - Beginner to Advanced using R/6. Logistic Regression/3. Multiple Logistic Regression.srt 10KB
  205. Machine Learning Made Easy - Beginner to Advanced using R/5. Linear Regression/5. Regression Line Fitting in R.srt 10KB
  206. Machine Learning Made Easy - Beginner to Advanced using R/3. Basic Statistics and Graph/5. Creating Graphs and Conclusions.srt 10KB
  207. Machine Learning Made Easy - Beginner to Advanced using R/4. Data Cleaning and Treatment/3. Data Cleaning Case Study.srt 10KB
  208. Machine Learning Made Easy - Beginner to Advanced using R/6. Logistic Regression/5. Multicollinearity in Logistic Regression.srt 10KB
  209. Machine Learning Made Easy - Beginner to Advanced using R/9. Neural Networks/5. Neural Net Intution.srt 9KB
  210. Machine Learning Made Easy - Beginner to Advanced using R/9. Neural Networks/6. Neural Net Algorithm.srt 9KB
  211. Machine Learning Made Easy - Beginner to Advanced using R/4. Data Cleaning and Treatment/10. Step four Treatment-Scenario 1.srt 9KB
  212. Machine Learning Made Easy - Beginner to Advanced using R/11. Ensamble Learning, Random Forest and Boosting/5. Bagging.srt 9KB
  213. Machine Learning Made Easy - Beginner to Advanced using R/2. Data Handling in R/2. Importing the Datasets.srt 9KB
  214. Machine Learning Made Easy - Beginner to Advanced using R/9. Neural Networks/1. Introduction and Logistic Regression Recap.srt 9KB
  215. Machine Learning Made Easy - Beginner to Advanced using R/12. Cluster Analysis/3. Similiarities and Dissimilarity.srt 9KB
  216. Machine Learning Made Easy - Beginner to Advanced using R/11. Ensamble Learning, Random Forest and Boosting/9. Boosting.srt 9KB
  217. Machine Learning Made Easy - Beginner to Advanced using R/7. Decision Tree/1. Introduction to Decision Tree and Segmentation.srt 9KB
  218. Machine Learning Made Easy - Beginner to Advanced using R/9. Neural Networks/11. Digit Recognizer second attempt part2.srt 9KB
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  220. Machine Learning Made Easy - Beginner to Advanced using R/9. Neural Networks/3. Non Linear Decision Boundary NN.srt 8KB
  221. Machine Learning Made Easy - Beginner to Advanced using R/9. Neural Networks/7. Neural Net Algorithm Demo.srt 8KB
  222. Machine Learning Made Easy - Beginner to Advanced using R/2. Data Handling in R/3. Checklist.srt 8KB
  223. Machine Learning Made Easy - Beginner to Advanced using R/4. Data Cleaning and Treatment/12. Data Cleaning Scenario 3.srt 8KB
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  225. Machine Learning Made Easy - Beginner to Advanced using R/2. Data Handling in R/5. Subsetting Variable Condition.srt 7KB
  226. Machine Learning Made Easy - Beginner to Advanced using R/11. Ensamble Learning, Random Forest and Boosting/2. Wisdom of Crowd.srt 7KB
  227. Machine Learning Made Easy - Beginner to Advanced using R/11. Ensamble Learning, Random Forest and Boosting/6. Bagging Models.srt 7KB
  228. Machine Learning Made Easy - Beginner to Advanced using R/8. Model Selection and Cross Validation/6. Errors.srt 7KB
  229. Machine Learning Made Easy - Beginner to Advanced using R/10. Support Vector Machines/7. Kernal Trick.srt 7KB
  230. Machine Learning Made Easy - Beginner to Advanced using R/1. Introduction to R/9. R Functions.srt 7KB
  231. Machine Learning Made Easy - Beginner to Advanced using R/10. Support Vector Machines/8. Kernal Trick on R.srt 7KB
  232. Machine Learning Made Easy - Beginner to Advanced using R/12. Cluster Analysis/4. Calculating the Distance.srt 7KB
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  235. Machine Learning Made Easy - Beginner to Advanced using R/1. Introduction to R/1. Getting Started.srt 7KB
  236. Machine Learning Made Easy - Beginner to Advanced using R/1. Introduction to R/2. R Environment.srt 7KB
  237. Machine Learning Made Easy - Beginner to Advanced using R/11. Ensamble Learning, Random Forest and Boosting/3. Ensemble Learning.srt 7KB
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  239. Machine Learning Made Easy - Beginner to Advanced using R/5. Linear Regression/8. Adjusted R Squared.srt 7KB
  240. Machine Learning Made Easy - Beginner to Advanced using R/3. Basic Statistics and Graph/4. Box Plots.srt 6KB
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  242. Machine Learning Made Easy - Beginner to Advanced using R/7. Decision Tree/9. Pruning & Complexity Parameters.srt 6KB
  243. Machine Learning Made Easy - Beginner to Advanced using R/6. Logistic Regression/6. Individual Impact of Variables.srt 6KB
  244. Machine Learning Made Easy - Beginner to Advanced using R/12. Cluster Analysis/2. Types of Cluster.srt 6KB
  245. Machine Learning Made Easy - Beginner to Advanced using R/3. Basic Statistics and Graph/3. Percentiles and Quartiles.srt 6KB
  246. Machine Learning Made Easy - Beginner to Advanced using R/10. Support Vector Machines/2. The Classifier and Decision Boundary.srt 6KB
  247. Machine Learning Made Easy - Beginner to Advanced using R/5. Linear Regression/2. LBA Correlation Calculation in R.srt 6KB
  248. Machine Learning Made Easy - Beginner to Advanced using R/9. Neural Networks/9. Local Vs Global Min.srt 6KB
  249. Machine Learning Made Easy - Beginner to Advanced using R/11. Ensamble Learning, Random Forest and Boosting/8. Random Forest Lab.srt 6KB
  250. Machine Learning Made Easy - Beginner to Advanced using R/9. Neural Networks/13. Conclusion.srt 6KB
  251. Machine Learning Made Easy - Beginner to Advanced using R/8. Model Selection and Cross Validation/9. Holdout Data Validation.srt 6KB
  252. Machine Learning Made Easy - Beginner to Advanced using R/5. Linear Regression/1. Introduction and Correlation.srt 5KB
  253. Machine Learning Made Easy - Beginner to Advanced using R/3. Basic Statistics and Graph/1. Introduction and Sampling.srt 5KB
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  256. Machine Learning Made Easy - Beginner to Advanced using R/8. Model Selection and Cross Validation/5. The Best Model.srt 5KB
  257. Machine Learning Made Easy - Beginner to Advanced using R/1. Introduction to R/7. Factor and Matrix.srt 5KB
  258. Machine Learning Made Easy - Beginner to Advanced using R/9. Neural Networks/10. Digit Recognizer second attempt part1.srt 5KB
  259. Machine Learning Made Easy - Beginner to Advanced using R/11. Ensamble Learning, Random Forest and Boosting/12. Conclusion.srt 5KB
  260. Machine Learning Made Easy - Beginner to Advanced using R/5. Linear Regression/3. Beyond Pearson Correlation.srt 5KB
  261. Machine Learning Made Easy - Beginner to Advanced using R/10. Support Vector Machines/4. The SVM Alogirithm and Results.srt 5KB
  262. Machine Learning Made Easy - Beginner to Advanced using R/9. Neural Networks/12. Lab Digit Reconizer.srt 5KB
  263. Machine Learning Made Easy - Beginner to Advanced using R/2. Data Handling in R/9. Exporting the Data.srt 4KB
  264. Machine Learning Made Easy - Beginner to Advanced using R/10. Support Vector Machines/9. Soft Margin and Validation.srt 4KB
  265. Machine Learning Made Easy - Beginner to Advanced using R/10. Support Vector Machines/6. Non Linear Boundary.srt 4KB
  266. Machine Learning Made Easy - Beginner to Advanced using R/4. Data Cleaning and Treatment/13. Some Other Variables.srt 4KB
  267. Machine Learning Made Easy - Beginner to Advanced using R/9. Neural Networks/2. Decision Boundary.srt 4KB
  268. Machine Learning Made Easy - Beginner to Advanced using R/12. Cluster Analysis/10. Clustering Conclusion.srt 4KB
  269. Machine Learning Made Easy - Beginner to Advanced using R/10. Support Vector Machines/10. SVM Advantage, Disadvantage and Applications.srt 3KB
  270. Machine Learning Made Easy - Beginner to Advanced using R/7. Decision Tree/11. Two Types of Pruning.srt 3KB
  271. Machine Learning Made Easy - Beginner to Advanced using R/9. Neural Networks/1.3 Section 9.Neural Network_v7.R.zip.zip 3KB
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  274. Machine Learning Made Easy - Beginner to Advanced using R/5. Linear Regression/11. Regression Conclusion.srt 3KB
  275. Machine Learning Made Easy - Beginner to Advanced using R/2. Data Handling in R/1.1 Section 2.R Data Handling.R.zip.zip 3KB
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  278. Machine Learning Made Easy - Beginner to Advanced using R/8. Model Selection and Cross Validation/12. MSCV Conclusion.srt 2KB
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  280. Machine Learning Made Easy - Beginner to Advanced using R/11. Ensamble Learning, Random Forest and Boosting/1.4 Section 11. Random Forest code.R.zip.zip 2KB
  281. Machine Learning Made Easy - Beginner to Advanced using R/10. Support Vector Machines/1. Introduction to SVM.srt 2KB
  282. Machine Learning Made Easy - Beginner to Advanced using R/6. Logistic Regression/8. Logistic Regression Conclusion.srt 2KB
  283. Machine Learning Made Easy - Beginner to Advanced using R/4. Data Cleaning and Treatment/1.2 Section 4. Data Cleaning Preparing data for Analysis_v2.R.zip.zip 2KB
  284. Machine Learning Made Easy - Beginner to Advanced using R/8. Model Selection and Cross Validation/1.1 Section 8. Model Selection Cross Validation_v3.R.zip.zip 2KB
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  286. Machine Learning Made Easy - Beginner to Advanced using R/10. Support Vector Machines/3. SVM- The Large Margin Classifier.srt 2KB
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  288. Machine Learning Made Easy - Beginner to Advanced using R/12. Cluster Analysis/1.3 Section 12. Cluster Analysis Code_v3.R.zip.zip 1KB
  289. Machine Learning Made Easy - Beginner to Advanced using R/6. Logistic Regression/1.1 Section 6. Logistic Regression_Code.R.zip.zip 1KB
  290. Machine Learning Made Easy - Beginner to Advanced using R/5. Linear Regression/1.2 Section 5. Regression code.R.zip.zip 1KB
  291. Machine Learning Made Easy - Beginner to Advanced using R/7. Decision Tree/1.2 Section 7. Decision Trees code.R.zip.zip 1KB
  292. Machine Learning Made Easy - Beginner to Advanced using R/3. Basic Statistics and Graph/1.3 Section 3. R Basic Statistics Graphs and Reporting .R.zip.zip 1KB
  293. Machine Learning Made Easy - Beginner to Advanced using R/10. Support Vector Machines/12. SVM Conclusion.srt 1KB
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  295. Machine Learning Made Easy - Beginner to Advanced using R/ReadMe.txt 220B
  296. ReadMe.txt 220B
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  300. Machine Learning Made Easy - Beginner to Advanced using R/5. Linear Regression/12. Regression Quiz.html 165B
  301. Machine Learning Made Easy - Beginner to Advanced using R/6. Logistic Regression/9. Logistic Regression Quiz.html 165B
  302. Machine Learning Made Easy - Beginner to Advanced using R/7. Decision Tree/14. Decision Trees Quiz.html 165B
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  305. Machine Learning Made Easy - Beginner to Advanced using R/10. Support Vector Machines/13. support vector machine.html 165B
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  307. Machine Learning Made Easy - Beginner to Advanced using R/12. Cluster Analysis/11. Cluster Analysis.html 165B
  308. Visit Coursedrive.org.url 124B
  309. Machine Learning Made Easy - Beginner to Advanced using R/Visit Coursedrive.org.url 124B