Data Science Project Planning

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Data Science Project Planning

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文件大小： 1.38G
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收录时间：2021-06-20
最近下载：2025-09-15

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文件列表

  • [TutsNode.com] - Data Science Project Planning/1. Introduction/1. Course Preview.mp4 72.0 MB
  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/26. Documentation Criteria.mp4 60.1 MB
  • [TutsNode.com] - Data Science Project Planning/6. Emerging Methods/4. Agile Data Science 2.0.mp4 53.3 MB
  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/15. Evaluation Metrics for Anomaly Detection Models.mp4 52.0 MB
  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/17. Evaluation Metrics for Clustering Models - I Internal Evaluation.mp4 51.8 MB
  • [TutsNode.com] - Data Science Project Planning/5. Project Scheduling/3. Scheduling - II.mp4 49.4 MB
  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/4. Data Science Problem Type - Classification.mp4 44.5 MB
  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/14. Evaluation Metrics for Classification Models.mp4 42.7 MB
  • [TutsNode.com] - Data Science Project Planning/4. Situation Assessment/7. Risk Assessment.mp4 42.7 MB
  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/20. Evaluation Metrics for Recommendation Models - I.mp4 42.3 MB
  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/2. Data Science Project Lifecyle - An Overview of CRISP-DM.mp4 42.1 MB
  • [TutsNode.com] - Data Science Project Planning/5. Project Scheduling/2. Scheduling - I.mp4 41.5 MB
  • [TutsNode.com] - Data Science Project Planning/6. Emerging Methods/3. Microsoft Team Data Science Process (TDSP).mp4 38.7 MB
  • [TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/5. Stakeholder Analysis - II.mp4 37.0 MB
  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/1. Introduction.mp4 34.9 MB
  • [TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/7. Framing the Business Problem.mp4 31.7 MB
  • [TutsNode.com] - Data Science Project Planning/4. Situation Assessment/4. Resource Assessment.mp4 30.5 MB
  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/21. Evaluation Metrics for Recommendation - II.mp4 30.3 MB
  • [TutsNode.com] - Data Science Project Planning/7. Conclusion/2. Recap of Key Points.mp4 28.7 MB
  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/24. Model Monitoring Metrics.mp4 28.1 MB
  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/12. Specifying Project Success Criteria – An Overview.mp4 27.4 MB
  • [TutsNode.com] - Data Science Project Planning/4. Situation Assessment/3. Team Composition.mp4 27.0 MB
  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/25. Data Flow Pipeline Metrics.mp4 25.8 MB
  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/6. Data Science Problem Type - Clustering.mp4 25.0 MB
  • [TutsNode.com] - Data Science Project Planning/1. Introduction/3. Context.mp4 24.0 MB
  • [TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/4. Stakeholder Analysis - I.mp4 23.4 MB
  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/16. Evaluation Metrics for Regression Models.mp4 23.0 MB
  • [TutsNode.com] - Data Science Project Planning/4. Situation Assessment/5. Project Requirements, Assumptions & Constraints.mp4 21.8 MB
  • [TutsNode.com] - Data Science Project Planning/1. Introduction/2. Welcome.mp4 21.6 MB
  • [TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/3. Understanding the Business Problem.mp4 21.0 MB
  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/5. Data Science Problem Type - Regression.mp4 20.5 MB
  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/11. Setting Project Goals.mp4 20.4 MB
  • [TutsNode.com] - Data Science Project Planning/5. Project Scheduling/1. Introduction.mp4 20.1 MB
  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/19. Evaluation Metrics for Association Models.mp4 19.2 MB
  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/9. Data Science Problem Type - Recommendation.mp4 17.2 MB
  • [TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/1. Introduction.mp4 16.8 MB
  • [TutsNode.com] - Data Science Project Planning/4. Situation Assessment/1. Introduction.mp4 15.8 MB
  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/18. Evaluation Metrics for Clustering Models - II External Evaluation.mp4 15.6 MB
  • [TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/2. Business Problem Definition - An Overview.mp4 15.2 MB
  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/8. Data Science Problem Type - Association.mp4 15.1 MB
  • [TutsNode.com] - Data Science Project Planning/6. Emerging Methods/1. Introduction.mp4 14.6 MB
  • [TutsNode.com] - Data Science Project Planning/7. Conclusion/5. Closing Remarks.mp4 14.6 MB
  • [TutsNode.com] - Data Science Project Planning/7. Conclusion/6. Congratulations and Thanks.mp4 14.4 MB
  • [TutsNode.com] - Data Science Project Planning/6. Emerging Methods/2. Emerging Methods for Executing Data Science Projects.mp4 13.8 MB
  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/7. Data Science Problem Type - Anomaly Detection.mp4 13.7 MB
  • [TutsNode.com] - Data Science Project Planning/4. Situation Assessment/9. Costs and Benefits.mp4 13.4 MB
  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/23. Model Deployment Criteria and Metrics.mp4 13.2 MB
  • [TutsNode.com] - Data Science Project Planning/7. Conclusion/3. Project Plan Review - Checkpoints.mp4 12.9 MB
  • [TutsNode.com] - Data Science Project Planning/1. Introduction/5. Data Science Project Planning - An Overview.mp4 12.6 MB
  • [TutsNode.com] - Data Science Project Planning/4. Situation Assessment/8. Terminology.mp4 12.6 MB
  • [TutsNode.com] - Data Science Project Planning/4. Situation Assessment/2. Situation Assessment - An Overview.mp4 12.3 MB
  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/10. Summary of Data Science Problem Types.mp4 11.0 MB
  • [TutsNode.com] - Data Science Project Planning/7. Conclusion/1. Introduction.mp4 10.5 MB
  • [TutsNode.com] - Data Science Project Planning/1. Introduction/4. Data Science Project - Challenges.mp4 9.5 MB
  • [TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/6. Review of Previous Work.mp4 9.4 MB
  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/3. Data Science Problem Formulation – An Overview.mp4 8.4 MB
  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/17.2 Silhouette Coefficient Calculation.pdf 540.0 kB
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  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/16.1 Calculation of RMSE and R-Squared.pdf 426.6 kB
  • .pad/22 422.2 kB
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  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/20.1 Calculation of MAE and RMSE.pdf 351.0 kB
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  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/14.1 Calculation of Accuracy, Precision, Recall & F1 Score.pdf 293.4 kB
  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/17.3 Dunn Index Calculation.pdf 280.5 kB
  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/19.1 Calculation of Support, Calculation and Lift.pdf 266.8 kB
  • .pad/21 266.6 kB
  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/18.1 Calculation of Rand Index and Jaccard Index.pdf 250.2 kB
  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/10.1 Data Science Problem Types - A Visual Recap.pdf 249.4 kB
  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/21.1 Intra-List Similarity Calculation.pdf 246.0 kB
  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/15.1 Accuracy Paradox.pdf 229.5 kB
  • .pad/33 227.7 kB
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  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/17.1 Data Transformation - Encoding & Dummy Variables.pdf 217.8 kB
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  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/24.1 Population Stability Index Calculation.pdf 204.3 kB
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  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/20.2 Mean Average Precision (MAP) Calculation.pdf 191.7 kB
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  • [TutsNode.com] - Data Science Project Planning/5. Project Scheduling/2.1 Data Science Project Lifecycle - Phases, Activities & Deliverables.pdf 147.6 kB
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  • [TutsNode.com] - Data Science Project Planning/7. Conclusion/3.1 Project Plan Review Checkpoints.pdf 125.9 kB
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  • [TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/7.1 Business Problem Statement - Examples.pdf 110.8 kB
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  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/10.2 Data Science Problem Types – Summary.pdf 109.9 kB
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  • [TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/4.1 Questions for Stakeholders – A Cheat Sheet.pdf 98.0 kB
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  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/26. Documentation Criteria.srt 18.3 kB
  • [TutsNode.com] - Data Science Project Planning/5. Project Scheduling/3. Scheduling - II.srt 17.9 kB
  • [TutsNode.com] - Data Science Project Planning/4. Situation Assessment/7. Risk Assessment.srt 15.2 kB
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  • [TutsNode.com] - Data Science Project Planning/6. Emerging Methods/4. Agile Data Science 2.0.srt 14.8 kB
  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/17. Evaluation Metrics for Clustering Models - I Internal Evaluation.srt 12.6 kB
  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/15. Evaluation Metrics for Anomaly Detection Models.srt 12.5 kB
  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/20. Evaluation Metrics for Recommendation Models - I.srt 10.9 kB
  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/14. Evaluation Metrics for Classification Models.srt 10.7 kB
  • [TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/5. Stakeholder Analysis - II.srt 10.7 kB
  • [TutsNode.com] - Data Science Project Planning/4. Situation Assessment/4. Resource Assessment.srt 10.4 kB
  • [TutsNode.com] - Data Science Project Planning/6. Emerging Methods/3. Microsoft Team Data Science Process (TDSP).srt 10.3 kB
  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/2. Data Science Project Lifecyle - An Overview of CRISP-DM.srt 10.2 kB
  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/4. Data Science Problem Type - Classification.srt 10.0 kB
  • [TutsNode.com] - Data Science Project Planning/7. Conclusion/2. Recap of Key Points.srt 9.6 kB
  • [TutsNode.com] - Data Science Project Planning/5. Project Scheduling/2. Scheduling - I.srt 9.4 kB
  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/25. Data Flow Pipeline Metrics.srt 9.3 kB
  • [TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/7. Framing the Business Problem.srt 9.2 kB
  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/21. Evaluation Metrics for Recommendation - II.srt 9.0 kB
  • .pad/13 8.4 kB
  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/24. Model Monitoring Metrics.srt 8.0 kB
  • [TutsNode.com] - Data Science Project Planning/4. Situation Assessment/5. Project Requirements, Assumptions & Constraints.srt 7.7 kB
  • [TutsNode.com] - Data Science Project Planning/4. Situation Assessment/3. Team Composition.srt 7.7 kB
  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/12. Specifying Project Success Criteria – An Overview.srt 7.4 kB
  • [TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/4. Stakeholder Analysis - I.srt 6.8 kB
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  • [TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/3. Understanding the Business Problem.srt 6.7 kB
  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/11. Setting Project Goals.srt 6.0 kB
  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/19. Evaluation Metrics for Association Models.srt 5.6 kB
  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/6. Data Science Problem Type - Clustering.srt 5.6 kB
  • [TutsNode.com] - Data Science Project Planning/6. Emerging Methods/2. Emerging Methods for Executing Data Science Projects.srt 5.4 kB
  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/16. Evaluation Metrics for Regression Models.srt 5.1 kB
  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/5. Data Science Problem Type - Regression.srt 5.0 kB
  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/23. Model Deployment Criteria and Metrics.srt 4.9 kB
  • [TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/2. Business Problem Definition - An Overview.srt 4.7 kB
  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/18. Evaluation Metrics for Clustering Models - II External Evaluation.srt 4.6 kB
  • [TutsNode.com] - Data Science Project Planning/7. Conclusion/5. Closing Remarks.srt 4.5 kB
  • [TutsNode.com] - Data Science Project Planning/4. Situation Assessment/9. Costs and Benefits.srt 4.3 kB
  • [TutsNode.com] - Data Science Project Planning/4. Situation Assessment/2. Situation Assessment - An Overview.srt 4.3 kB
  • [TutsNode.com] - Data Science Project Planning/1. Introduction/3. Context.srt 4.2 kB
  • [TutsNode.com] - Data Science Project Planning/1. Introduction/1. Course Preview.srt 4.0 kB
  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/9. Data Science Problem Type - Recommendation.srt 3.8 kB
  • [TutsNode.com] - Data Science Project Planning/7. Conclusion/3. Project Plan Review - Checkpoints.srt 3.8 kB
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  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/7. Data Science Problem Type - Anomaly Detection.srt 3.2 kB
  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/8. Data Science Problem Type - Association.srt 3.1 kB
  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/3. Data Science Problem Formulation – An Overview.srt 3.1 kB
  • [TutsNode.com] - Data Science Project Planning/1. Introduction/5. Data Science Project Planning - An Overview.srt 3.0 kB
  • [TutsNode.com] - Data Science Project Planning/4. Situation Assessment/8. Terminology.srt 2.8 kB
  • [TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/6. Review of Previous Work.srt 2.7 kB
  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/10. Summary of Data Science Problem Types.srt 2.5 kB
  • [TutsNode.com] - Data Science Project Planning/1. Introduction/4. Data Science Project - Challenges.srt 2.4 kB
  • [TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/1. Introduction.srt 2.1 kB
  • [TutsNode.com] - Data Science Project Planning/1. Introduction/2. Welcome.srt 1.4 kB
  • [TutsNode.com] - Data Science Project Planning/5. Project Scheduling/1. Introduction.srt 1.1 kB
  • [TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/1. Introduction.srt 1.1 kB
  • [TutsNode.com] - Data Science Project Planning/4. Situation Assessment/1. Introduction.srt 960 Bytes
  • [TutsNode.com] - Data Science Project Planning/7. Conclusion/6. Congratulations and Thanks.srt 864 Bytes
  • [TutsNode.com] - Data Science Project Planning/6. Emerging Methods/1. Introduction.srt 809 Bytes
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  • [TutsNode.com] - Data Science Project Planning/7. Conclusion/4. Preparing a Project Plan.html 144 Bytes
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