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  1. [TutsNode.com] - Data Science Project Planning/1. Introduction/1. Course Preview.mp4 68.7 MB
  2. TutsNode.com.txt 63 bytes
  3. [TGx]Downloaded from torrentgalaxy.to .txt 585 bytes
  4. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/14.1 Calculation of Accuracy, Precision, Recall & F1 Score.pdf 286.5 KB
  5. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/26. Documentation Criteria.srt 17.9 KB
  6. [TutsNode.com] - Data Science Project Planning/1. Introduction/2. Welcome.srt 1.3 KB
  7. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/16.1 Calculation of RMSE and R-Squared.pdf 416.6 KB
  8. [TutsNode.com] - Data Science Project Planning/5. Project Scheduling/3. Scheduling - II.srt 17.5 KB
  9. [TutsNode.com] - Data Science Project Planning/4. Situation Assessment/7. Risk Assessment.srt 14.9 KB
  10. [TutsNode.com] - Data Science Project Planning/1. Introduction/4. Data Science Project - Challenges.srt 2.3 KB
  11. [TutsNode.com] - Data Science Project Planning/6. Emerging Methods/4. Agile Data Science 2.0.srt 14.5 KB
  12. [TutsNode.com] - Data Science Project Planning/1. Introduction/5. Data Science Project Planning - An Overview.srt 2.9 KB
  13. [TutsNode.com] - Data Science Project Planning/1. Introduction/6. Introduction.html 140 bytes
  14. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/17. Evaluation Metrics for Clustering Models - I Internal Evaluation.srt 12.3 KB
  15. [TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/1. Introduction.srt 1.0 KB
  16. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/15. Evaluation Metrics for Anomaly Detection Models.srt 12.2 KB
  17. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/20. Evaluation Metrics for Recommendation Models - I.srt 10.7 KB
  18. [TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/4. Stakeholder Analysis - I.srt 6.6 KB
  19. [TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/8. Review Questions.html 144 bytes
  20. .pad/0 125 bytes
  21. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/26. Documentation Criteria.mp4 57.3 MB
  22. [TutsNode.com] - Data Science Project Planning/5. Project Scheduling/2.1 Data Science Project Lifecycle - Phases, Activities & Deliverables.pdf 144.1 KB
  23. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/14. Evaluation Metrics for Classification Models.srt 10.5 KB
  24. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/24. Model Monitoring Metrics.srt 7.8 KB
  25. .pad/1 63 bytes
  26. [TutsNode.com] - Data Science Project Planning/6. Emerging Methods/4. Agile Data Science 2.0.mp4 50.8 MB
  27. [TutsNode.com] - Data Science Project Planning/7. Conclusion/3.1 Project Plan Review Checkpoints.pdf 122.9 KB
  28. [TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/5. Stakeholder Analysis - II.srt 10.4 KB
  29. [TutsNode.com] - Data Science Project Planning/4. Situation Assessment/4. Resource Assessment.srt 10.1 KB
  30. [TutsNode.com] - Data Science Project Planning/6. Emerging Methods/3. Microsoft Team Data Science Process (TDSP).srt 10.1 KB
  31. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/2. Data Science Project Lifecyle - An Overview of CRISP-DM.srt 9.9 KB
  32. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/1. Introduction.srt 2.1 KB
  33. [TutsNode.com] - Data Science Project Planning/4. Situation Assessment/5. Project Requirements, Assumptions & Constraints.srt 7.5 KB
  34. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/13. Review Questions.html 144 bytes
  35. .pad/2 130 bytes
  36. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/15. Evaluation Metrics for Anomaly Detection Models.mp4 49.6 MB
  37. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/20.1 Calculation of MAE and RMSE.pdf 342.7 KB
  38. [TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/7.1 Business Problem Statement - Examples.pdf 108.2 KB
  39. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/11. Setting Project Goals.srt 5.9 KB
  40. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/22. Review Questions.html 144 bytes
  41. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/27. Review Questions.html 144 bytes
  42. [TutsNode.com] - Data Science Project Planning/4. Situation Assessment/6. Review Questions.html 144 bytes
  43. .pad/3 53 bytes
  44. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/17. Evaluation Metrics for Clustering Models - I Internal Evaluation.mp4 49.4 MB
  45. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/10.2 Data Science Problem Types – Summary.pdf 107.4 KB
  46. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/4. Data Science Problem Type - Classification.srt 9.7 KB
  47. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/7. Data Science Problem Type - Anomaly Detection.srt 3.1 KB
  48. .pad/4 39 bytes
  49. [TutsNode.com] - Data Science Project Planning/5. Project Scheduling/3. Scheduling - II.mp4 47.1 MB
  50. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/10. Summary of Data Science Problem Types.srt 2.4 KB
  51. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/17.3 Dunn Index Calculation.pdf 273.9 KB
  52. [TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/4.1 Questions for Stakeholders – A Cheat Sheet.pdf 95.7 KB
  53. [TutsNode.com] - Data Science Project Planning/7. Conclusion/2. Recap of Key Points.srt 9.3 KB
  54. [TutsNode.com] - Data Science Project Planning/5. Project Scheduling/2. Scheduling - I.srt 9.2 KB
  55. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/25. Data Flow Pipeline Metrics.srt 9.0 KB
  56. [TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/7. Framing the Business Problem.srt 9.0 KB
  57. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/21. Evaluation Metrics for Recommendation - II.srt 8.8 KB
  58. [TutsNode.com] - Data Science Project Planning/1. Introduction/1. Course Preview.srt 3.9 KB
  59. [TutsNode.com] - Data Science Project Planning/4. Situation Assessment/10. Review Questions.html 144 bytes
  60. .pad/5 44 bytes
  61. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/4. Data Science Problem Type - Classification.mp4 42.5 MB
  62. [TutsNode.com] - Data Science Project Planning/4. Situation Assessment/3. Team Composition.srt 7.5 KB
  63. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/12. Specifying Project Success Criteria – An Overview.srt 7.2 KB
  64. [TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/3. Understanding the Business Problem.srt 6.6 KB
  65. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/19. Evaluation Metrics for Association Models.srt 5.5 KB
  66. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/6. Data Science Problem Type - Clustering.srt 5.4 KB
  67. [TutsNode.com] - Data Science Project Planning/6. Emerging Methods/2. Emerging Methods for Executing Data Science Projects.srt 5.3 KB
  68. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/16. Evaluation Metrics for Regression Models.srt 5.0 KB
  69. .pad/6 8 bytes
  70. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/14. Evaluation Metrics for Classification Models.mp4 40.7 MB
  71. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/19.1 Calculation of Support, Calculation and Lift.pdf 260.6 KB
  72. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/5. Data Science Problem Type - Regression.srt 4.9 KB
  73. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/23. Model Deployment Criteria and Metrics.srt 4.8 KB
  74. [TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/2. Business Problem Definition - An Overview.srt 4.6 KB
  75. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/18. Evaluation Metrics for Clustering Models - II External Evaluation.srt 4.5 KB
  76. [TutsNode.com] - Data Science Project Planning/4. Situation Assessment/9. Costs and Benefits.srt 4.2 KB
  77. .pad/7 6 bytes
  78. [TutsNode.com] - Data Science Project Planning/4. Situation Assessment/7. Risk Assessment.mp4 40.7 MB
  79. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/10.1 Data Science Problem Types - A Visual Recap.pdf 243.6 KB
  80. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/3. Data Science Problem Formulation – An Overview.srt 3.0 KB
  81. [TutsNode.com] - Data Science Project Planning/7. Conclusion/5. Closing Remarks.srt 4.4 KB
  82. [TutsNode.com] - Data Science Project Planning/4. Situation Assessment/2. Situation Assessment - An Overview.srt 4.2 KB
  83. [TutsNode.com] - Data Science Project Planning/1. Introduction/3. Context.srt 4.1 KB
  84. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/9. Data Science Problem Type - Recommendation.srt 3.7 KB
  85. [TutsNode.com] - Data Science Project Planning/7. Conclusion/3. Project Plan Review - Checkpoints.srt 3.7 KB
  86. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/8. Data Science Problem Type - Association.srt 3.0 KB
  87. [TutsNode.com] - Data Science Project Planning/4. Situation Assessment/8. Terminology.srt 2.7 KB
  88. [TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/6. Review of Previous Work.srt 2.7 KB
  89. [TutsNode.com] - Data Science Project Planning/5. Project Scheduling/1. Introduction.srt 1.1 KB
  90. [TutsNode.com] - Data Science Project Planning/4. Situation Assessment/1. Introduction.srt 960 bytes
  91. [TutsNode.com] - Data Science Project Planning/7. Conclusion/6. Congratulations and Thanks.srt 864 bytes
  92. [TutsNode.com] - Data Science Project Planning/6. Emerging Methods/1. Introduction.srt 809 bytes
  93. [TutsNode.com] - Data Science Project Planning/7. Conclusion/1. Introduction.srt 574 bytes
  94. [TutsNode.com] - Data Science Project Planning/5. Project Scheduling/4. Review Questions.html 144 bytes
  95. [TutsNode.com] - Data Science Project Planning/6. Emerging Methods/5. Review Questions.html 144 bytes
  96. [TutsNode.com] - Data Science Project Planning/7. Conclusion/4. Preparing a Project Plan.html 144 bytes
  97. .pad/8 24.7 KB
  98. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/20. Evaluation Metrics for Recommendation Models - I.mp4 40.3 MB
  99. .pad/9 182.2 KB
  100. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/2. Data Science Project Lifecyle - An Overview of CRISP-DM.mp4 40.1 MB
  101. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/18.1 Calculation of Rand Index and Jaccard Index.pdf 244.3 KB
  102. .pad/10 160.8 KB
  103. [TutsNode.com] - Data Science Project Planning/5. Project Scheduling/2. Scheduling - I.mp4 39.6 MB
  104. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/21.1 Intra-List Similarity Calculation.pdf 240.3 KB
  105. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/20.2 Mean Average Precision (MAP) Calculation.pdf 187.2 KB
  106. .pad/11 94 bytes
  107. [TutsNode.com] - Data Science Project Planning/6. Emerging Methods/3. Microsoft Team Data Science Process (TDSP).mp4 36.9 MB
  108. .pad/12 133.4 KB
  109. [TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/5. Stakeholder Analysis - II.mp4 35.3 MB
  110. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/24.1 Population Stability Index Calculation.pdf 199.5 KB
  111. .pad/13 8.2 KB
  112. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/1. Introduction.mp4 33.3 MB
  113. .pad/14 179.6 KB
  114. [TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/7. Framing the Business Problem.mp4 30.2 MB
  115. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/17.1 Data Transformation - Encoding & Dummy Variables.pdf 212.7 KB
  116. .pad/15 90.8 KB
  117. [TutsNode.com] - Data Science Project Planning/4. Situation Assessment/4. Resource Assessment.mp4 29.1 MB
  118. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/15.1 Accuracy Paradox.pdf 224.1 KB
  119. .pad/16 158.8 KB
  120. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/21. Evaluation Metrics for Recommendation - II.mp4 28.9 MB
  121. .pad/17 138.8 KB
  122. [TutsNode.com] - Data Science Project Planning/7. Conclusion/2. Recap of Key Points.mp4 27.4 MB
  123. .pad/18 111.2 KB
  124. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/24. Model Monitoring Metrics.mp4 26.8 MB
  125. .pad/19 158.2 KB
  126. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/12. Specifying Project Success Criteria – An Overview.mp4 26.2 MB
  127. .pad/20 330.6 KB
  128. [TutsNode.com] - Data Science Project Planning/4. Situation Assessment/3. Team Composition.mp4 25.7 MB
  129. .pad/21 260.3 KB
  130. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/25. Data Flow Pipeline Metrics.mp4 24.6 MB
  131. .pad/22 412.3 KB
  132. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/6. Data Science Problem Type - Clustering.mp4 23.8 MB
  133. .pad/23 207.7 KB
  134. [TutsNode.com] - Data Science Project Planning/1. Introduction/3. Context.mp4 22.8 MB
  135. .pad/24 156.0 KB
  136. [TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/4. Stakeholder Analysis - I.mp4 22.3 MB
  137. .pad/25 199.3 KB
  138. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/16. Evaluation Metrics for Regression Models.mp4 21.9 MB
  139. .pad/26 110.4 KB
  140. [TutsNode.com] - Data Science Project Planning/4. Situation Assessment/5. Project Requirements, Assumptions & Constraints.mp4 20.8 MB
  141. .pad/27 173.7 KB
  142. [TutsNode.com] - Data Science Project Planning/1. Introduction/2. Welcome.mp4 20.6 MB
  143. .pad/28 417.6 KB
  144. [TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/3. Understanding the Business Problem.mp4 20.1 MB
  145. .pad/29 459.3 KB
  146. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/5. Data Science Problem Type - Regression.mp4 19.5 MB
  147. .pad/30 476.7 KB
  148. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/11. Setting Project Goals.mp4 19.5 MB
  149. .pad/31 31.1 KB
  150. [TutsNode.com] - Data Science Project Planning/5. Project Scheduling/1. Introduction.mp4 19.1 MB
  151. .pad/32 383.7 KB
  152. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/19. Evaluation Metrics for Association Models.mp4 18.3 MB
  153. .pad/33 222.4 KB
  154. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/9. Data Science Problem Type - Recommendation.mp4 16.4 MB
  155. .pad/34 73.6 KB
  156. [TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/1. Introduction.mp4 16.0 MB
  157. .pad/35 14.7 KB
  158. [TutsNode.com] - Data Science Project Planning/4. Situation Assessment/1. Introduction.mp4 15.0 MB
  159. .pad/36 483.9 KB
  160. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/18. Evaluation Metrics for Clustering Models - II External Evaluation.mp4 14.9 MB
  161. .pad/37 125.9 KB
  162. [TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/2. Business Problem Definition - An Overview.mp4 14.5 MB
  163. .pad/38 6.6 KB
  164. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/8. Data Science Problem Type - Association.mp4 14.4 MB
  165. .pad/39 107.6 KB
  166. [TutsNode.com] - Data Science Project Planning/6. Emerging Methods/1. Introduction.mp4 13.9 MB
  167. .pad/40 74.3 KB
  168. [TutsNode.com] - Data Science Project Planning/7. Conclusion/5. Closing Remarks.mp4 13.9 MB
  169. .pad/41 102.0 KB
  170. [TutsNode.com] - Data Science Project Planning/7. Conclusion/6. Congratulations and Thanks.mp4 13.7 MB
  171. .pad/42 290.7 KB
  172. [TutsNode.com] - Data Science Project Planning/6. Emerging Methods/2. Emerging Methods for Executing Data Science Projects.mp4 13.2 MB
  173. .pad/43 323.5 KB
  174. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/7. Data Science Problem Type - Anomaly Detection.mp4 13.1 MB
  175. .pad/44 436.3 KB
  176. [TutsNode.com] - Data Science Project Planning/4. Situation Assessment/9. Costs and Benefits.mp4 12.8 MB
  177. .pad/45 197.4 KB
  178. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/23. Model Deployment Criteria and Metrics.mp4 12.6 MB
  179. .pad/46 421.2 KB
  180. [TutsNode.com] - Data Science Project Planning/7. Conclusion/3. Project Plan Review - Checkpoints.mp4 12.3 MB
  181. .pad/47 216.1 KB
  182. [TutsNode.com] - Data Science Project Planning/1. Introduction/5. Data Science Project Planning - An Overview.mp4 12.0 MB
  183. .pad/48 475.5 KB
  184. [TutsNode.com] - Data Science Project Planning/4. Situation Assessment/8. Terminology.mp4 12.0 MB
  185. .pad/49 496.0 KB
  186. [TutsNode.com] - Data Science Project Planning/4. Situation Assessment/2. Situation Assessment - An Overview.mp4 11.7 MB
  187. .pad/50 299.9 KB
  188. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/10. Summary of Data Science Problem Types.mp4 10.5 MB
  189. .pad/51 502.1 KB
  190. [TutsNode.com] - Data Science Project Planning/7. Conclusion/1. Introduction.mp4 10.0 MB
  191. .pad/52 27.3 KB
  192. [TutsNode.com] - Data Science Project Planning/1. Introduction/4. Data Science Project - Challenges.mp4 9.1 MB
  193. .pad/53 439.0 KB
  194. [TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/6. Review of Previous Work.mp4 9.0 MB
  195. .pad/54 3.6 KB
  196. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/3. Data Science Problem Formulation – An Overview.mp4 8.0 MB
  197. .pad/55 511.2 KB
  198. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/17.2 Silhouette Coefficient Calculation.pdf 527.4 KB

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