Data Science Project Planning

File Name

Size

[TutsNode.com] - Data Science Project Planning/1. Introduction/1. Course Preview.mp4

69 MB

TutsNode.com.txt

63 B

[TGx]Downloaded from torrentgalaxy.to .txt

585 B

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/14.1 Calculation of Accuracy, Precision, Recall & F1 Score.pdf

286 kB

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/26. Documentation Criteria.srt

18 kB

[TutsNode.com] - Data Science Project Planning/1. Introduction/2. Welcome.srt

1.3 kB

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/16.1 Calculation of RMSE and R-Squared.pdf

417 kB

[TutsNode.com] - Data Science Project Planning/5. Project Scheduling/3. Scheduling - II.srt

18 kB

[TutsNode.com] - Data Science Project Planning/4. Situation Assessment/7. Risk Assessment.srt

15 kB

[TutsNode.com] - Data Science Project Planning/1. Introduction/4. Data Science Project - Challenges.srt

2.3 kB

[TutsNode.com] - Data Science Project Planning/6. Emerging Methods/4. Agile Data Science 2.0.srt

14 kB

[TutsNode.com] - Data Science Project Planning/1. Introduction/5. Data Science Project Planning - An Overview.srt

2.9 kB

[TutsNode.com] - Data Science Project Planning/1. Introduction/6. Introduction.html

140 B

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/17. Evaluation Metrics for Clustering Models - I Internal Evaluation.srt

12 kB

[TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/1. Introduction.srt

1.0 kB

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/15. Evaluation Metrics for Anomaly Detection Models.srt

12 kB

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/20. Evaluation Metrics for Recommendation Models - I.srt

11 kB

[TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/4. Stakeholder Analysis - I.srt

6.6 kB

[TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/8. Review Questions.html

144 B

.pad/0

125 B

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/26. Documentation Criteria.mp4

57 MB

[TutsNode.com] - Data Science Project Planning/5. Project Scheduling/2.1 Data Science Project Lifecycle - Phases, Activities & Deliverables.pdf

144 kB

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/14. Evaluation Metrics for Classification Models.srt

10 kB

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/24. Model Monitoring Metrics.srt

7.8 kB

.pad/1

63 B

[TutsNode.com] - Data Science Project Planning/6. Emerging Methods/4. Agile Data Science 2.0.mp4

51 MB

[TutsNode.com] - Data Science Project Planning/7. Conclusion/3.1 Project Plan Review Checkpoints.pdf

123 kB

[TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/5. Stakeholder Analysis - II.srt

10 kB

[TutsNode.com] - Data Science Project Planning/4. Situation Assessment/4. Resource Assessment.srt

10 kB

[TutsNode.com] - Data Science Project Planning/6. Emerging Methods/3. Microsoft Team Data Science Process (TDSP).srt

10 kB

[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

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/1. Introduction.srt

2.1 kB

[TutsNode.com] - Data Science Project Planning/4. Situation Assessment/5. Project Requirements, Assumptions & Constraints.srt

7.5 kB

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/13. Review Questions.html

144 B

.pad/2

130 B

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/15. Evaluation Metrics for Anomaly Detection Models.mp4

50 MB

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/20.1 Calculation of MAE and RMSE.pdf

343 kB

[TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/7.1 Business Problem Statement - Examples.pdf

108 kB

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/11. Setting Project Goals.srt

5.9 kB

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/22. Review Questions.html

144 B

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/27. Review Questions.html

144 B

[TutsNode.com] - Data Science Project Planning/4. Situation Assessment/6. Review Questions.html

144 B

.pad/3

53 B

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/17. Evaluation Metrics for Clustering Models - I Internal Evaluation.mp4

49 MB

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/10.2 Data Science Problem Types – Summary.pdf

107 kB

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/4. Data Science Problem Type - Classification.srt

9.7 kB

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/7. Data Science Problem Type - Anomaly Detection.srt

3.1 kB

.pad/4

39 B

[TutsNode.com] - Data Science Project Planning/5. Project Scheduling/3. Scheduling - II.mp4

47 MB

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/10. Summary of Data Science Problem Types.srt

2.4 kB

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/17.3 Dunn Index Calculation.pdf

274 kB

[TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/4.1 Questions for Stakeholders – A Cheat Sheet.pdf

96 kB

[TutsNode.com] - Data Science Project Planning/7. Conclusion/2. Recap of Key Points.srt

9.3 kB

[TutsNode.com] - Data Science Project Planning/5. Project Scheduling/2. Scheduling - I.srt

9.2 kB

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/25. Data Flow Pipeline Metrics.srt

9.0 kB

[TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/7. Framing the Business Problem.srt

9.0 kB

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/21. Evaluation Metrics for Recommendation - II.srt

8.8 kB

[TutsNode.com] - Data Science Project Planning/1. Introduction/1. Course Preview.srt

3.9 kB

[TutsNode.com] - Data Science Project Planning/4. Situation Assessment/10. Review Questions.html

144 B

.pad/5

44 B

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/4. Data Science Problem Type - Classification.mp4

42 MB

[TutsNode.com] - Data Science Project Planning/4. Situation Assessment/3. Team Composition.srt

7.5 kB

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/12. Specifying Project Success Criteria – An Overview.srt

7.2 kB

[TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/3. Understanding the Business Problem.srt

6.6 kB

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/19. Evaluation Metrics for Association Models.srt

5.5 kB

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/6. Data Science Problem Type - Clustering.srt

5.4 kB

[TutsNode.com] - Data Science Project Planning/6. Emerging Methods/2. Emerging Methods for Executing Data Science Projects.srt

5.3 kB

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/16. Evaluation Metrics for Regression Models.srt

5.0 kB

.pad/6

8 B

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/14. Evaluation Metrics for Classification Models.mp4

41 MB

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/19.1 Calculation of Support, Calculation and Lift.pdf

261 kB

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/5. Data Science Problem Type - Regression.srt

4.9 kB

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/23. Model Deployment Criteria and Metrics.srt

4.8 kB

[TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/2. Business Problem Definition - An Overview.srt

4.6 kB

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/18. Evaluation Metrics for Clustering Models - II External Evaluation.srt

4.5 kB

[TutsNode.com] - Data Science Project Planning/4. Situation Assessment/9. Costs and Benefits.srt

4.2 kB

.pad/7

6 B

[TutsNode.com] - Data Science Project Planning/4. Situation Assessment/7. Risk Assessment.mp4

41 MB

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/10.1 Data Science Problem Types - A Visual Recap.pdf

244 kB

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/3. Data Science Problem Formulation – An Overview.srt

3.0 kB

[TutsNode.com] - Data Science Project Planning/7. Conclusion/5. Closing Remarks.srt

4.4 kB

[TutsNode.com] - Data Science Project Planning/4. Situation Assessment/2. Situation Assessment - An Overview.srt

4.2 kB

[TutsNode.com] - Data Science Project Planning/1. Introduction/3. Context.srt

4.1 kB

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/9. Data Science Problem Type - Recommendation.srt

3.7 kB

[TutsNode.com] - Data Science Project Planning/7. Conclusion/3. Project Plan Review - Checkpoints.srt

3.7 kB

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/8. Data Science Problem Type - Association.srt

3.0 kB

[TutsNode.com] - Data Science Project Planning/4. Situation Assessment/8. Terminology.srt

2.7 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/5. Project Scheduling/1. Introduction.srt

1.1 kB

[TutsNode.com] - Data Science Project Planning/4. Situation Assessment/1. Introduction.srt

960 B

[TutsNode.com] - Data Science Project Planning/7. Conclusion/6. Congratulations and Thanks.srt

864 B

[TutsNode.com] - Data Science Project Planning/6. Emerging Methods/1. Introduction.srt

809 B

[TutsNode.com] - Data Science Project Planning/7. Conclusion/1. Introduction.srt

574 B

[TutsNode.com] - Data Science Project Planning/5. Project Scheduling/4. Review Questions.html

144 B

[TutsNode.com] - Data Science Project Planning/6. Emerging Methods/5. Review Questions.html

144 B

[TutsNode.com] - Data Science Project Planning/7. Conclusion/4. Preparing a Project Plan.html

144 B

.pad/8

25 kB

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/20. Evaluation Metrics for Recommendation Models - I.mp4

40 MB

.pad/9

182 kB

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/2. Data Science Project Lifecyle - An Overview of CRISP-DM.mp4

40 MB

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/18.1 Calculation of Rand Index and Jaccard Index.pdf

244 kB

.pad/10

161 kB

[TutsNode.com] - Data Science Project Planning/5. Project Scheduling/2. Scheduling - I.mp4

40 MB

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/21.1 Intra-List Similarity Calculation.pdf

240 kB

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/20.2 Mean Average Precision (MAP) Calculation.pdf

187 kB

.pad/11

94 B

[TutsNode.com] - Data Science Project Planning/6. Emerging Methods/3. Microsoft Team Data Science Process (TDSP).mp4

37 MB

.pad/12

133 kB

[TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/5. Stakeholder Analysis - II.mp4

35 MB

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/24.1 Population Stability Index Calculation.pdf

200 kB

.pad/13

8.2 kB

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/1. Introduction.mp4

33 MB

.pad/14

180 kB

[TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/7. Framing the Business Problem.mp4

30 MB

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/17.1 Data Transformation - Encoding & Dummy Variables.pdf

213 kB

.pad/15

91 kB

[TutsNode.com] - Data Science Project Planning/4. Situation Assessment/4. Resource Assessment.mp4

29 MB

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/15.1 Accuracy Paradox.pdf

224 kB

.pad/16

159 kB

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/21. Evaluation Metrics for Recommendation - II.mp4

29 MB

.pad/17

139 kB

[TutsNode.com] - Data Science Project Planning/7. Conclusion/2. Recap of Key Points.mp4

27 MB

.pad/18

111 kB

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/24. Model Monitoring Metrics.mp4

27 MB

.pad/19

158 kB

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/12. Specifying Project Success Criteria – An Overview.mp4

26 MB

.pad/20

331 kB

[TutsNode.com] - Data Science Project Planning/4. Situation Assessment/3. Team Composition.mp4

26 MB

.pad/21

260 kB

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/25. Data Flow Pipeline Metrics.mp4

25 MB

.pad/22

412 kB

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/6. Data Science Problem Type - Clustering.mp4

24 MB

.pad/23

208 kB

[TutsNode.com] - Data Science Project Planning/1. Introduction/3. Context.mp4

23 MB

.pad/24

156 kB

[TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/4. Stakeholder Analysis - I.mp4

22 MB

.pad/25

199 kB

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/16. Evaluation Metrics for Regression Models.mp4

22 MB

.pad/26

110 kB

[TutsNode.com] - Data Science Project Planning/4. Situation Assessment/5. Project Requirements, Assumptions & Constraints.mp4

21 MB

.pad/27

174 kB

[TutsNode.com] - Data Science Project Planning/1. Introduction/2. Welcome.mp4

21 MB

.pad/28

418 kB

[TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/3. Understanding the Business Problem.mp4

20 MB

.pad/29

459 kB

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/5. Data Science Problem Type - Regression.mp4

20 MB

.pad/30

477 kB

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/11. Setting Project Goals.mp4

20 MB

.pad/31

31 kB

[TutsNode.com] - Data Science Project Planning/5. Project Scheduling/1. Introduction.mp4

19 MB

.pad/32

384 kB

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/19. Evaluation Metrics for Association Models.mp4

18 MB

.pad/33

222 kB

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/9. Data Science Problem Type - Recommendation.mp4

16 MB

.pad/34

74 kB

[TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/1. Introduction.mp4

16 MB

.pad/35

15 kB

[TutsNode.com] - Data Science Project Planning/4. Situation Assessment/1. Introduction.mp4

15 MB

.pad/36

484 kB

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/18. Evaluation Metrics for Clustering Models - II External Evaluation.mp4

15 MB

.pad/37

126 kB

[TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/2. Business Problem Definition - An Overview.mp4

14 MB

.pad/38

6.6 kB

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/8. Data Science Problem Type - Association.mp4

14 MB

.pad/39

108 kB

[TutsNode.com] - Data Science Project Planning/6. Emerging Methods/1. Introduction.mp4

14 MB

.pad/40

74 kB

[TutsNode.com] - Data Science Project Planning/7. Conclusion/5. Closing Remarks.mp4

14 MB

.pad/41

102 kB

[TutsNode.com] - Data Science Project Planning/7. Conclusion/6. Congratulations and Thanks.mp4

14 MB

.pad/42

291 kB

[TutsNode.com] - Data Science Project Planning/6. Emerging Methods/2. Emerging Methods for Executing Data Science Projects.mp4

13 MB

.pad/43

324 kB

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/7. Data Science Problem Type - Anomaly Detection.mp4

13 MB

.pad/44

436 kB

[TutsNode.com] - Data Science Project Planning/4. Situation Assessment/9. Costs and Benefits.mp4

13 MB

.pad/45

197 kB

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/23. Model Deployment Criteria and Metrics.mp4

13 MB

.pad/46

421 kB

[TutsNode.com] - Data Science Project Planning/7. Conclusion/3. Project Plan Review - Checkpoints.mp4

12 MB

.pad/47

216 kB

[TutsNode.com] - Data Science Project Planning/1. Introduction/5. Data Science Project Planning - An Overview.mp4

12 MB

.pad/48

476 kB

[TutsNode.com] - Data Science Project Planning/4. Situation Assessment/8. Terminology.mp4

12 MB

.pad/49

496 kB

[TutsNode.com] - Data Science Project Planning/4. Situation Assessment/2. Situation Assessment - An Overview.mp4

12 MB

.pad/50

300 kB

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/10. Summary of Data Science Problem Types.mp4

10 MB

.pad/51

502 kB

[TutsNode.com] - Data Science Project Planning/7. Conclusion/1. Introduction.mp4

10 MB

.pad/52

27 kB

[TutsNode.com] - Data Science Project Planning/1. Introduction/4. Data Science Project - Challenges.mp4

9.1 MB

.pad/53

439 kB

[TutsNode.com] - Data Science Project Planning/2. Business Problem Definition/6. Review of Previous Work.mp4

9.0 MB

.pad/54

3.6 kB

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/3. Data Science Problem Formulation – An Overview.mp4

8.0 MB

.pad/55

511 kB

[TutsNode.com] - Data Science Project Planning/3. Data Science Problem Formulation/17.2 Silhouette Coefficient Calculation.pdf

527 kB