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Data Science Project Planning

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文件列表

  1. [TutsNode.com] - Data Science Project Planning/1. Introduction/1. Course Preview.mp4 69MB
  2. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/26. Documentation Criteria.mp4 57MB
  3. [TutsNode.com] - Data Science Project Planning/6. Emerging Methods/4. Agile Data Science 2.0.mp4 51MB
  4. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/15. Evaluation Metrics for Anomaly Detection Models.mp4 50MB
  5. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/17. Evaluation Metrics for Clustering Models - I Internal Evaluation.mp4 49MB
  6. [TutsNode.com] - Data Science Project Planning/5. Project Scheduling/3. Scheduling - II.mp4 47MB
  7. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/4. Data Science Problem Type - Classification.mp4 42MB
  8. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/14. Evaluation Metrics for Classification Models.mp4 41MB
  9. [TutsNode.com] - Data Science Project Planning/4. Situation Assessment/7. Risk Assessment.mp4 41MB
  10. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/20. Evaluation Metrics for Recommendation Models - I.mp4 40MB
  11. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/2. Data Science Project Lifecyle - An Overview of CRISP-DM.mp4 40MB
  12. [TutsNode.com] - Data Science Project Planning/5. Project Scheduling/2. Scheduling - I.mp4 40MB
  13. [TutsNode.com] - Data Science Project Planning/6. Emerging Methods/3. Microsoft Team Data Science Process (TDSP).mp4 37MB
  14. [TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/5. Stakeholder Analysis - II.mp4 35MB
  15. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/1. Introduction.mp4 33MB
  16. [TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/7. Framing the Business Problem.mp4 30MB
  17. [TutsNode.com] - Data Science Project Planning/4. Situation Assessment/4. Resource Assessment.mp4 29MB
  18. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/21. Evaluation Metrics for Recommendation - II.mp4 29MB
  19. [TutsNode.com] - Data Science Project Planning/7. Conclusion/2. Recap of Key Points.mp4 27MB
  20. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/24. Model Monitoring Metrics.mp4 27MB
  21. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/12. Specifying Project Success Criteria – An Overview.mp4 26MB
  22. [TutsNode.com] - Data Science Project Planning/4. Situation Assessment/3. Team Composition.mp4 26MB
  23. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/25. Data Flow Pipeline Metrics.mp4 25MB
  24. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/6. Data Science Problem Type - Clustering.mp4 24MB
  25. [TutsNode.com] - Data Science Project Planning/1. Introduction/3. Context.mp4 23MB
  26. [TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/4. Stakeholder Analysis - I.mp4 22MB
  27. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/16. Evaluation Metrics for Regression Models.mp4 22MB
  28. [TutsNode.com] - Data Science Project Planning/4. Situation Assessment/5. Project Requirements, Assumptions & Constraints.mp4 21MB
  29. [TutsNode.com] - Data Science Project Planning/1. Introduction/2. Welcome.mp4 21MB
  30. [TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/3. Understanding the Business Problem.mp4 20MB
  31. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/5. Data Science Problem Type - Regression.mp4 20MB
  32. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/11. Setting Project Goals.mp4 19MB
  33. [TutsNode.com] - Data Science Project Planning/5. Project Scheduling/1. Introduction.mp4 19MB
  34. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/19. Evaluation Metrics for Association Models.mp4 18MB
  35. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/9. Data Science Problem Type - Recommendation.mp4 16MB
  36. [TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/1. Introduction.mp4 16MB
  37. [TutsNode.com] - Data Science Project Planning/4. Situation Assessment/1. Introduction.mp4 15MB
  38. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/18. Evaluation Metrics for Clustering Models - II External Evaluation.mp4 15MB
  39. [TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/2. Business Problem Definition - An Overview.mp4 14MB
  40. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/8. Data Science Problem Type - Association.mp4 14MB
  41. [TutsNode.com] - Data Science Project Planning/6. Emerging Methods/1. Introduction.mp4 14MB
  42. [TutsNode.com] - Data Science Project Planning/7. Conclusion/5. Closing Remarks.mp4 14MB
  43. [TutsNode.com] - Data Science Project Planning/7. Conclusion/6. Congratulations and Thanks.mp4 14MB
  44. [TutsNode.com] - Data Science Project Planning/6. Emerging Methods/2. Emerging Methods for Executing Data Science Projects.mp4 13MB
  45. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/7. Data Science Problem Type - Anomaly Detection.mp4 13MB
  46. [TutsNode.com] - Data Science Project Planning/4. Situation Assessment/9. Costs and Benefits.mp4 13MB
  47. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/23. Model Deployment Criteria and Metrics.mp4 13MB
  48. [TutsNode.com] - Data Science Project Planning/7. Conclusion/3. Project Plan Review - Checkpoints.mp4 12MB
  49. [TutsNode.com] - Data Science Project Planning/1. Introduction/5. Data Science Project Planning - An Overview.mp4 12MB
  50. [TutsNode.com] - Data Science Project Planning/4. Situation Assessment/8. Terminology.mp4 12MB
  51. [TutsNode.com] - Data Science Project Planning/4. Situation Assessment/2. Situation Assessment - An Overview.mp4 12MB
  52. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/10. Summary of Data Science Problem Types.mp4 11MB
  53. [TutsNode.com] - Data Science Project Planning/7. Conclusion/1. Introduction.mp4 10MB
  54. [TutsNode.com] - Data Science Project Planning/1. Introduction/4. Data Science Project - Challenges.mp4 9MB
  55. [TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/6. Review of Previous Work.mp4 9MB
  56. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/3. Data Science Problem Formulation – An Overview.mp4 8MB
  57. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/17.2 Silhouette Coefficient Calculation.pdf 527KB
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  69. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/16.1 Calculation of RMSE and R-Squared.pdf 417KB
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  72. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/20.1 Calculation of MAE and RMSE.pdf 343KB
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  74. .pad/43 324KB
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  76. .pad/42 291KB
  77. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/14.1 Calculation of Accuracy, Precision, Recall & F1 Score.pdf 287KB
  78. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/17.3 Dunn Index Calculation.pdf 274KB
  79. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/19.1 Calculation of Support, Calculation and Lift.pdf 261KB
  80. .pad/21 260KB
  81. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/18.1 Calculation of Rand Index and Jaccard Index.pdf 244KB
  82. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/10.1 Data Science Problem Types - A Visual Recap.pdf 244KB
  83. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/21.1 Intra-List Similarity Calculation.pdf 240KB
  84. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/15.1 Accuracy Paradox.pdf 224KB
  85. .pad/33 222KB
  86. .pad/47 216KB
  87. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/17.1 Data Transformation - Encoding & Dummy Variables.pdf 213KB
  88. .pad/23 208KB
  89. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/24.1 Population Stability Index Calculation.pdf 200KB
  90. .pad/25 199KB
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  92. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/20.2 Mean Average Precision (MAP) Calculation.pdf 187KB
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  100. [TutsNode.com] - Data Science Project Planning/5. Project Scheduling/2.1 Data Science Project Lifecycle - Phases, Activities & Deliverables.pdf 144KB
  101. .pad/17 139KB
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  104. [TutsNode.com] - Data Science Project Planning/7. Conclusion/3.1 Project Plan Review Checkpoints.pdf 123KB
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  107. [TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/7.1 Business Problem Statement - Examples.pdf 108KB
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  109. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/10.2 Data Science Problem Types – Summary.pdf 107KB
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  111. [TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/4.1 Questions for Stakeholders – A Cheat Sheet.pdf 96KB
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  118. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/26. Documentation Criteria.srt 18KB
  119. [TutsNode.com] - Data Science Project Planning/5. Project Scheduling/3. Scheduling - II.srt 17KB
  120. [TutsNode.com] - Data Science Project Planning/4. Situation Assessment/7. Risk Assessment.srt 15KB
  121. .pad/35 15KB
  122. [TutsNode.com] - Data Science Project Planning/6. Emerging Methods/4. Agile Data Science 2.0.srt 14KB
  123. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/17. Evaluation Metrics for Clustering Models - I Internal Evaluation.srt 12KB
  124. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/15. Evaluation Metrics for Anomaly Detection Models.srt 12KB
  125. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/20. Evaluation Metrics for Recommendation Models - I.srt 11KB
  126. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/14. Evaluation Metrics for Classification Models.srt 10KB
  127. [TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/5. Stakeholder Analysis - II.srt 10KB
  128. [TutsNode.com] - Data Science Project Planning/4. Situation Assessment/4. Resource Assessment.srt 10KB
  129. [TutsNode.com] - Data Science Project Planning/6. Emerging Methods/3. Microsoft Team Data Science Process (TDSP).srt 10KB
  130. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/2. Data Science Project Lifecyle - An Overview of CRISP-DM.srt 10KB
  131. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/4. Data Science Problem Type - Classification.srt 10KB
  132. [TutsNode.com] - Data Science Project Planning/7. Conclusion/2. Recap of Key Points.srt 9KB
  133. [TutsNode.com] - Data Science Project Planning/5. Project Scheduling/2. Scheduling - I.srt 9KB
  134. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/25. Data Flow Pipeline Metrics.srt 9KB
  135. [TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/7. Framing the Business Problem.srt 9KB
  136. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/21. Evaluation Metrics for Recommendation - II.srt 9KB
  137. .pad/13 8KB
  138. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/24. Model Monitoring Metrics.srt 8KB
  139. [TutsNode.com] - Data Science Project Planning/4. Situation Assessment/5. Project Requirements, Assumptions & Constraints.srt 8KB
  140. [TutsNode.com] - Data Science Project Planning/4. Situation Assessment/3. Team Composition.srt 7KB
  141. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/12. Specifying Project Success Criteria – An Overview.srt 7KB
  142. [TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/4. Stakeholder Analysis - I.srt 7KB
  143. .pad/38 7KB
  144. [TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/3. Understanding the Business Problem.srt 7KB
  145. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/11. Setting Project Goals.srt 6KB
  146. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/19. Evaluation Metrics for Association Models.srt 5KB
  147. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/6. Data Science Problem Type - Clustering.srt 5KB
  148. [TutsNode.com] - Data Science Project Planning/6. Emerging Methods/2. Emerging Methods for Executing Data Science Projects.srt 5KB
  149. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/16. Evaluation Metrics for Regression Models.srt 5KB
  150. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/5. Data Science Problem Type - Regression.srt 5KB
  151. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/23. Model Deployment Criteria and Metrics.srt 5KB
  152. [TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/2. Business Problem Definition - An Overview.srt 5KB
  153. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/18. Evaluation Metrics for Clustering Models - II External Evaluation.srt 5KB
  154. [TutsNode.com] - Data Science Project Planning/7. Conclusion/5. Closing Remarks.srt 4KB
  155. [TutsNode.com] - Data Science Project Planning/4. Situation Assessment/9. Costs and Benefits.srt 4KB
  156. [TutsNode.com] - Data Science Project Planning/4. Situation Assessment/2. Situation Assessment - An Overview.srt 4KB
  157. [TutsNode.com] - Data Science Project Planning/1. Introduction/3. Context.srt 4KB
  158. [TutsNode.com] - Data Science Project Planning/1. Introduction/1. Course Preview.srt 4KB
  159. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/9. Data Science Problem Type - Recommendation.srt 4KB
  160. [TutsNode.com] - Data Science Project Planning/7. Conclusion/3. Project Plan Review - Checkpoints.srt 4KB
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  162. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/7. Data Science Problem Type - Anomaly Detection.srt 3KB
  163. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/8. Data Science Problem Type - Association.srt 3KB
  164. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/3. Data Science Problem Formulation – An Overview.srt 3KB
  165. [TutsNode.com] - Data Science Project Planning/1. Introduction/5. Data Science Project Planning - An Overview.srt 3KB
  166. [TutsNode.com] - Data Science Project Planning/4. Situation Assessment/8. Terminology.srt 3KB
  167. [TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/6. Review of Previous Work.srt 3KB
  168. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/10. Summary of Data Science Problem Types.srt 2KB
  169. [TutsNode.com] - Data Science Project Planning/1. Introduction/4. Data Science Project - Challenges.srt 2KB
  170. [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/1. Introduction.srt 2KB
  171. [TutsNode.com] - Data Science Project Planning/1. Introduction/2. Welcome.srt 1KB
  172. [TutsNode.com] - Data Science Project Planning/5. Project Scheduling/1. Introduction.srt 1KB
  173. [TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/1. Introduction.srt 1KB
  174. [TutsNode.com] - Data Science Project Planning/4. Situation Assessment/1. Introduction.srt 960B
  175. [TutsNode.com] - Data Science Project Planning/7. Conclusion/6. Congratulations and Thanks.srt 864B
  176. [TutsNode.com] - Data Science Project Planning/6. Emerging Methods/1. Introduction.srt 809B
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  178. [TutsNode.com] - Data Science Project Planning/7. Conclusion/1. Introduction.srt 574B
  179. [TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/8. Review Questions.html 144B
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  186. [TutsNode.com] - Data Science Project Planning/6. Emerging Methods/5. Review Questions.html 144B
  187. [TutsNode.com] - Data Science Project Planning/7. Conclusion/4. Preparing a Project Plan.html 144B
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