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[] data-science-using-r

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文件列表

  1. 15-forecasting-data-driven-approaches/164-forecasting-autocorrelation-model.mp4 82MB
  2. 15-forecasting-data-driven-approaches/170-forecast-seasonal-indexescentered-moving-average-hands-on.mp4 63MB
  3. 14-forecasting-model-based-approaches/161-forecasting-methods-additive-seasonality-with-trendmultiplicative-seasonality.mp4 62MB
  4. 12-text-mining-using-r/141-corpus-level-word-cloud.mp4 59MB
  5. 13-forecasting-using-xl-miner/147-forecasting-introduction-and-agenda-for-introduction.mp4 59MB
  6. 14-forecasting-model-based-approaches/160-forecasting-methodsexponential-quadratic-and-additive-seasonality-models.mp4 59MB
  7. 13-forecasting-using-xl-miner/155-exploratory-data-analysis-using-walmart-footfalls-example-part1.mp4 59MB
  8. 13-forecasting-using-xl-miner/152-forecastingdata-exploration-visualization.mp4 49MB
  9. 02-basic-statistics/017-data-visualization-using-rbarplothistogramskewness.mp4 49MB
  10. 06-basics-of-rprogramming/063-r-programming-case-study-part-3.mp4 47MB
  11. 01-introduction-to-data-science/003-big-data-and-getting-drenched-in-data.mp4 46MB
  12. 07-predictive-analytics/084-understanding-logistic-regression-concepts.mp4 45MB
  13. 12-text-mining-using-r/142-brief-case-study-on-real-project-part-1.mp4 45MB
  14. 07-predictive-analytics/075-simple-linear-regression-using-r-part-1.mp4 44MB
  15. 12-text-mining-using-r/143-brief-case-study-on-real-project-part-2.mp4 44MB
  16. 14-forecasting-model-based-approaches/159-forecasting-methodslinear-model.mp4 43MB
  17. 06-basics-of-rprogramming/067-case-study-on-data-visualization-using-r-part-1.mp4 42MB
  18. 09-dimension-reduction/119-pca-preliminaries-and-weights.mp4 41MB
  19. 07-predictive-analytics/085-logistic-regression-part-1.mp4 41MB
  20. 06-basics-of-rprogramming/066-r-programming-case-study-using-inbuilt-datasets.mp4 40MB
  21. 07-predictive-analytics/082-multiple-linear-regression-using-r-part-3.mp4 39MB
  22. 07-predictive-analytics/094-logistic-regressionroc-case-studies-part-2.mp4 38MB
  23. 13-forecasting-using-xl-miner/148-who-forecasts.mp4 37MB
  24. 04-hypothesis-testing-parametric/051-tukey-pairwise-comparisons-part1.mp4 37MB
  25. 15-forecasting-data-driven-approaches/168-forecast-data-driven-holts-and-winter-method.mp4 36MB
  26. 07-predictive-analytics/086-logistic-regression-part-2.mp4 36MB
  27. 06-basics-of-rprogramming/062-r-programming-case-study-part-2.mp4 36MB
  28. 07-predictive-analytics/090-logistic-regression-part-5.mp4 36MB
  29. 09-dimension-reduction/116-dimension-reduction-applications.mp4 36MB
  30. 12-text-mining-using-r/144-twitter-data-extraction-using-r.mp4 35MB
  31. 04-hypothesis-testing-parametric/037-2-sample-ttest-part1.mp4 35MB
  32. 15-forecasting-data-driven-approaches/166-forecast-methods-based-on-smoothing.mp4 34MB
  33. 02-basic-statistics/030-confidence-interval-tdistribution.mp4 34MB
  34. 08-data-miningclustering-using-r/108-k-means-clustering-using-r-part-2.mp4 33MB
  35. 06-basics-of-rprogramming/057-basic-programing-using-r-part-1.mp4 33MB
  36. 06-basics-of-rprogramming/060-basic-programing-using-r-part-4.mp4 33MB
  37. 07-predictive-analytics/089-logistic-regressionlogistic-function-representation.mp4 33MB
  38. 07-predictive-analytics/083-recap-linear-regression.mp4 33MB
  39. 13-forecasting-using-xl-miner/150-forecastingdata-collection-and-various-components.mp4 33MB
  40. 04-hypothesis-testing-parametric/048-1-sample-t-test.mp4 32MB
  41. 01-introduction-to-data-science/004-why-data-science......mp4 32MB
  42. 02-basic-statistics/013-measures-of-dispersion-part2.mp4 31MB
  43. 07-predictive-analytics/088-logistic-regression-part-4.mp4 31MB
  44. 06-basics-of-rprogramming/059-basic-programing-using-r-part-3.mp4 31MB
  45. 02-basic-statistics/021-normal-distributionpart-2-standarad-normal-distribution.mp4 31MB
  46. 02-basic-statistics/011-measures-of-central-tendency.mp4 31MB
  47. 07-predictive-analytics/080-multiple-linear-regression-using-r-part-1.mp4 31MB
  48. 10-association-rules/131-association-ruleslift-calculation.mp4 31MB
  49. 08-data-miningclustering-using-r/100-calculating-distance-for-mixed-data-with-case-study.mp4 31MB
  50. 10-association-rules/129-association-rulesperformance-measures-and-support-calculation.mp4 31MB
  51. 06-basics-of-rprogramming/064-r-programming-case-study-part-4.mp4 30MB
  52. 13-forecasting-using-xl-miner/149-forecasting-strategydefining-goal.mp4 30MB
  53. 15-forecasting-data-driven-approaches/171-forecasting-logistic-regression-using-xlminer.mp4 30MB
  54. 15-forecasting-data-driven-approaches/167-forecast-methods-exponential-smoothing.mp4 30MB
  55. 08-data-miningclustering-using-r/109-k-means-clustering-using-r-part-3.mp4 30MB
  56. 04-hypothesis-testing-parametric/052-tukey-pairwise-comparisons-part2.mp4 30MB
  57. 07-predictive-analytics/087-logistic-regression-part-3.mp4 29MB
  58. 08-data-miningclustering-using-r/113-k-means-clustering-case-study.mp4 29MB
  59. 09-dimension-reduction/121-pca-first-goal.mp4 29MB
  60. 06-basics-of-rprogramming/071-recap-exploratory-data-analysis.mp4 29MB
  61. 04-hypothesis-testing-parametric/047-1-sample-z-test-part2.mp4 29MB
  62. 07-predictive-analytics/076-simple-linear-regression-using-r-part-2.mp4 28MB
  63. 02-basic-statistics/023-calculating-probabilities-from-zdistribution.mp4 28MB
  64. 07-predictive-analytics/078-simple-linear-regression-using-r-part-4.mp4 28MB
  65. 11-recommendation-system/135-recommender-system-disadvantages.mp4 28MB
  66. 10-association-rules/127-association-rules-part-2.mp4 28MB
  67. 02-basic-statistics/028-confidence-interval-zdistribution-part2.mp4 28MB
  68. 07-predictive-analytics/092-logistic-regressionroc.mp4 27MB
  69. 08-data-miningclustering-using-r/107-k-means-clustering-using-r-part-1.mp4 27MB
  70. 06-basics-of-rprogramming/058-basic-programing-using-r-part-2.mp4 27MB
  71. 06-basics-of-rprogramming/070-case-study-on-data-visualization-using-r-part-4.mp4 26MB
  72. 07-predictive-analytics/091-logistic-regression-confusion-matrix.mp4 26MB
  73. 10-association-rules/130-association-rulesconfidance-calculation.mp4 26MB
  74. 08-data-miningclustering-using-r/114-recap-data-mining-clustering.mp4 25MB
  75. 04-hypothesis-testing-parametric/050-paired-t-test.mp4 25MB
  76. 10-association-rules/132-association-rulesrules-selection-process-and-applications.mp4 25MB
  77. 08-data-miningclustering-using-r/110-k-means-clustering-using-r-part-4.mp4 25MB
  78. 07-predictive-analytics/093-logistic-regressionroc-case-studies-part-1.mp4 25MB
  79. 06-basics-of-rprogramming/069-case-studay-on-data-visualization-using-r-part-3.mp4 25MB
  80. 13-forecasting-using-xl-miner/151-forecasting-seasonal-trend-random-components.mp4 24MB
  81. 07-predictive-analytics/079-multiple-linear-regression-introduction.mp4 24MB
  82. 05-hypothesis-testingnon-parametric/054-mann-whitney-test.mp4 24MB
  83. 02-basic-statistics/008-probability-distribution.mp4 23MB
  84. 13-forecasting-using-xl-miner/157-evaluating-predictive-accuracy.mp4 23MB
  85. 12-text-mining-using-r/145-amazon-data-extraction-using-r.mp4 23MB
  86. 03-hypothesis-testing-introduction/034-hypothesis-testing-introduction.mp4 23MB
  87. 04-hypothesis-testing-parametric/044-2-proportion-test.mp4 23MB
  88. 11-recommendation-system/133-recommendation-system-introduction.mp4 23MB
  89. 08-data-miningclustering-using-r/095-introduction-to-clustering.mp4 23MB
  90. 08-data-miningclustering-using-r/105-hierarchical-clustering-using-r-part-2.mp4 22MB
  91. 03-hypothesis-testing-introduction/035-hypothesis-testing-formulation.mp4 22MB
  92. 11-recommendation-system/137-recap-dimension-reduction-and-association-rules.mp4 22MB
  93. 05-hypothesis-testingnon-parametric/056-moods-median-test.mp4 22MB
  94. 07-predictive-analytics/077-simple-linear-regression-using-r-part-3.mp4 22MB
  95. 08-data-miningclustering-using-r/102-calculating-distance-between-clusters-with-case-study.mp4 22MB
  96. 09-dimension-reduction/123-pca-third-goal-and-additional-benefits.mp4 22MB
  97. 02-basic-statistics/019-recap-and-box-plot.mp4 22MB
  98. 08-data-miningclustering-using-r/104-hierarchical-clustering-using-r-part-1.mp4 22MB
  99. 02-basic-statistics/026-recap-confidence-interval.mp4 21MB
  100. 02-basic-statistics/024-sampling-variation-samplesize-central-limit-theorm.mp4 21MB
  101. 07-predictive-analytics/074-simple-linear-regression-introduction.mp4 21MB
  102. 09-dimension-reduction/117-pca-key-benefits.mp4 21MB
  103. 06-basics-of-rprogramming/065-stastical-packages-in-r.mp4 21MB
  104. 07-predictive-analytics/081-multiple-linear-regression-using-r-part-2.mp4 20MB
  105. 14-forecasting-model-based-approaches/163-recap-understanding-forecasting.mp4 20MB
  106. 05-hypothesis-testingnon-parametric/055-paired-t-test-assumption.mp4 20MB
  107. 08-data-miningclustering-using-r/096-types-of-data-mining-techniques.mp4 20MB
  108. 12-text-mining-using-r/139-terminology-and-preprocessing-of-data.mp4 20MB
  109. 11-recommendation-system/134-what-item-to-recommend.mp4 19MB
  110. 04-hypothesis-testing-parametric/039-2-sample-ttest-part3.mp4 19MB
  111. 02-basic-statistics/033-recap-basic-statistics.mp4 19MB
  112. 09-dimension-reduction/118-pca-intuition.mp4 18MB
  113. 02-basic-statistics/027-confidence-interval-zdistribution-part1.mp4 18MB
  114. 04-hypothesis-testing-parametric/040-one-way-anova-part1.mp4 18MB
  115. 06-basics-of-rprogramming/068-case-study-on-data-visualization-using-r-part-2.mp4 18MB
  116. 02-basic-statistics/031-anova-part-1.mp4 18MB
  117. 07-predictive-analytics/072-scatter-diagram.mp4 18MB
  118. 04-hypothesis-testing-parametric/046-1-sample-z-test-part1.mp4 17MB
  119. 15-forecasting-data-driven-approaches/169-forecast-data-drivenseasonal-indexes.mp4 17MB
  120. 07-predictive-analytics/073-correlation-coefficient.mp4 17MB
  121. 08-data-miningclustering-using-r/098-hierarchical-clustering-case-study.mp4 17MB
  122. 05-hypothesis-testingnon-parametric/053-chi-square-test.mp4 17MB
  123. 02-basic-statistics/009-recap-of-concepts-and-probability-applications.mp4 17MB
  124. 02-basic-statistics/032-anova-part-2.mp4 17MB
  125. 01-introduction-to-data-science/002-data-generation-and-information-age.mp4 17MB
  126. 10-association-rules/128-association-rulescase-studay-and-terminology.mp4 16MB
  127. 02-basic-statistics/005-data-types-and-preliminaries.mp4 16MB
  128. 08-data-miningclustering-using-r/097-hierarchical-clustering-introduction.mp4 16MB
  129. 02-basic-statistics/018-3rd-and-4th-moment-business-decision.mp4 16MB
  130. 08-data-miningclustering-using-r/099-calculating-distance-for-categorical-data.mp4 16MB
  131. 04-hypothesis-testing-parametric/038-2-sample-ttest-part2.mp4 16MB
  132. 02-basic-statistics/022-standard-normal-distribution-part-2.mp4 15MB
  133. 12-text-mining-using-r/140-dtm-and-tdm-format.mp4 15MB
  134. 04-hypothesis-testing-parametric/049-1-sample-sign-test.mp4 14MB
  135. 09-dimension-reduction/122-pca-second-goal.mp4 14MB
  136. 02-basic-statistics/020-normal-distributionpart-1.mp4 14MB
  137. 13-forecasting-using-xl-miner/156-exploratory-data-analysis-using-walmart-footfalls-example-part2.mp4 14MB
  138. 12-text-mining-using-r/138-introductionimportance-and-bag-of-words-representation.mp4 14MB
  139. 02-basic-statistics/012-measures-of-dispersion.mp4 14MB
  140. 06-basics-of-rprogramming/061-r-programming-case-study-part-1.mp4 13MB
  141. 13-forecasting-using-xl-miner/153-forecastingdata-visualization-principles.mp4 13MB
  142. 02-basic-statistics/015-preliminaries-of-r-aad-r-studio.mp4 13MB
  143. 09-dimension-reduction/120-standardize-variables-and-pca-calculation.mp4 13MB
  144. 10-association-rules/124-association-rules-introduction.mp4 13MB
  145. 10-association-rules/126-association-rules-part-1.mp4 13MB
  146. 02-basic-statistics/025-normal-quantile-plot-qqplot.mp4 12MB
  147. 14-forecasting-model-based-approaches/162-forecastingirregular-components..mp4 12MB
  148. 13-forecasting-using-xl-miner/154-forecastingerror-measures.mp4 12MB
  149. 02-basic-statistics/016-various-components-and-basics-of-r-studio.mp4 12MB
  150. 08-data-miningclustering-using-r/101-calculating-distance-for-mixed-data-case-study-part-2.mp4 12MB
  151. 08-data-miningclustering-using-r/103-hierarchical-clustering-synopsis.mp4 11MB
  152. 04-hypothesis-testing-parametric/045-recap-hypothesis-testing.mp4 11MB
  153. 15-forecasting-data-driven-approaches/165-forecastingmodel-based-approach-vs-data-driven-approach.mp4 11MB
  154. 02-basic-statistics/006-random-variable.mp4 10MB
  155. 04-hypothesis-testing-parametric/041-one-way-anova-part2.mp4 10MB
  156. 01-introduction-to-data-science/001-introduction.mp4 9MB
  157. 02-basic-statistics/010-sampling-funnel.mp4 9MB
  158. 03-hypothesis-testing-introduction/036-hypothesis-testing-various-types-of-tests.mp4 8MB
  159. 13-forecasting-using-xl-miner/158-forecasting-different-methods.mp4 8MB
  160. 08-data-miningclustering-using-r/106-k-means-clustering-introduction.mp4 8MB
  161. 04-hypothesis-testing-parametric/042-one-way-anova-part3.mp4 8MB
  162. 10-association-rules/125-market-basket-analysis.mp4 7MB
  163. 12-text-mining-using-r/146-recap-text-mining.mp4 7MB
  164. 02-basic-statistics/007-what-is-probability....mp4 7MB
  165. 02-basic-statistics/014-excpected-value-and-variance-for-discrete-data.mp4 7MB
  166. 09-dimension-reduction/115-dimension-reduction-introduction.mp4 7MB
  167. 04-hypothesis-testing-parametric/043-anova12-multiple-way.mp4 7MB
  168. 08-data-miningclustering-using-r/112-difference-between-k-means-and-hierarchical.mp4 7MB
  169. 08-data-miningclustering-using-r/111-summary-of-k-means-clustering.mp4 6MB
  170. 02-basic-statistics/029-confidence-interval-interpretation.mp4 6MB
  171. 11-recommendation-system/136-recommendation-reduction-process.mp4 5MB
  172. 01-introduction-to-data-science/attached_files/001-introduction/Datasets-BA-3.zip 2MB
  173. 03-hypothesis-testing-introduction/attached_files/034-hypothesis-testing-introduction/HT-files-ppt.zip 497KB
  174. 13-forecasting-using-xl-miner/attached_files/147-forecasting-introduction-and-agenda-for-introduction/AmtrakPassengersMonthlyRaw.xls 36KB
  175. 08-data-miningclustering-using-r/quizzes/005-quiz-6.html 16KB
  176. 12-text-mining-using-r/attached_files/143-brief-case-study-on-real-project-part-2/negative-words.zip 16KB
  177. 02-basic-statistics/quizzes/001-quiz2.html 15KB
  178. 13-forecasting-using-xl-miner/quizzes/010-quiz11.html 12KB
  179. 07-predictive-analytics/quizzes/004-quiz-5.html 11KB
  180. 04-hypothesis-testing-parametric/quizzes/002-quiz-3.html 9KB
  181. 07-predictive-analytics/attached_files/084-understanding-logistic-regression-concepts/Claimants-data.zip 9KB
  182. 10-association-rules/quizzes/007-quiz8.html 9KB
  183. 09-dimension-reduction/quizzes/006-quiz7.html 9KB
  184. 08-data-miningclustering-using-r/attached_files/104-hierarchical-clustering-using-r-part-1/University-Clustering-data.zip 9KB
  185. 12-text-mining-using-r/attached_files/143-brief-case-study-on-real-project-part-2/positive-words.zip 7KB
  186. 12-text-mining-using-r/quizzes/009-quiz10.html 7KB
  187. 12-text-mining-using-r/attached_files/143-brief-case-study-on-real-project-part-2/Extracted-Iphone-reviews-from-Amazon.zip 5KB
  188. 12-text-mining-using-r/attached_files/145-amazon-data-extraction-using-r/Extracted-Iphone-reviews-from-Amazon.zip 5KB
  189. 11-recommendation-system/quizzes/008-quiz9.html 5KB
  190. 12-text-mining-using-r/attached_files/143-brief-case-study-on-real-project-part-2/Sentimental-Analysis-RCode.zip 4KB
  191. 07-predictive-analytics/attached_files/072-scatter-diagram/R-Codes-for-Regression.zip 3KB
  192. 06-basics-of-rprogramming/attached_files/057-basic-programing-using-r-part-1/mba.zip 3KB
  193. 12-text-mining-using-r/attached_files/144-twitter-data-extraction-using-r/Sample-Extracted-Tweets.zip 3KB
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  195. 06-basics-of-rprogramming/attached_files/057-basic-programing-using-r-part-1/Basic-R-code.zip 2KB
  196. 06-basics-of-rprogramming/attached_files/061-r-programming-case-study-part-1/R-Code-CaseStudy1.zip 2KB
  197. 08-data-miningclustering-using-r/attached_files/095-introduction-to-clustering/Clustering-R-codes.zip 2KB
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