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Coursera - Process Mining: Data science in Action

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  3. Creat Time：2016-04-08
  4. Active Degree：399
  5. Last Active：2024-11-10
  6. File Tags：Coursera  Process  Mining  Data  science  in  Action  
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File List:

    Coursera - Process Mining: Data science in Action

  1. 3 - 6 - Lecture 2.6- Alpha Algorithm- A Process Discovery Algorithm (25 min.).mp4 54.98 MB
  2. 2 - 4 - Lecture 1.4- Learning Decision Trees (27 min.).mp4 53.50 MB
  3. 3 - 8 - Lecture 2.8- Introducing ProM and Disco (25 min.).mp4 52.83 MB
  4. 3 - 7 - Lecture 2.7- Alpha Algorithm- Limitations (23 min.).mp4 50.55 MB
  5. 5 - 2 - Lecture 4.2- Alternative Process Discovery Techniques (23 min.).mp4 50.54 MB
  6. 2 - 3 - Lecture 1.3- How Process Mining Relates to Data Mining (20 min.).mp4 49.57 MB
  7. 2 - 2 - Lecture 1.2- Different Types of Process Mining (21 min.).mp4 46.29 MB
  8. 4 - 4 - Lecture 3.4- Dependency Graphs and Causal Nets (21 min.).mp4 44.65 MB
  9. 5 - 8 - Lecture 4.8- Exploring Event Data (21 min.).mp4 43.31 MB
  10. 3 - 4 - Lecture 2.4- Transition Systems and Petri Net Properties (21 min.).mp4 42.71 MB
  11. 5 - 7 - Lecture 4.7- Aligning Observed and Modeled Behavior (18 min.).mp4 42.54 MB
  12. 4 - 1 - Lecture 3.1- Four Quality Criteria For Process Discovery (19 min.).mp4 42.43 MB
  13. 4 - 6 - Lecture 3.6- Learning Causal nets and Annotating Them (18 min.).mp4 40.76 MB
  14. 2 - 6 - Lecture 1.6- Association Rule Learning (18 min.).mp4 40.64 MB
  15. 4 - 8 - Lecture 3.8- Using Regions to Discover Concurrency (18 min.).mp4 40.43 MB
  16. 2 - 5 - Lecture 1.5- Applying Decision Trees (21 min.).mp4 40.08 MB
  17. 2 - 1 - Lecture 1.1- Data Science and Big Data (17 min.).mp4 38.99 MB
  18. 6 - 5 - Lecture 5.5- Mining Social Networks (17 min.).mp4 38.32 MB
  19. 4 - 2 - Lecture 3.2- On The Representational Bias of Process Mining (17 min.).mp4 37.65 MB
  20. 3 - 3 - Lecture 2.3- Petri Nets (2-2) (18 min.).mp4 37.57 MB
  21. 6 - 2 - Lecture 5.2- Mining Decision Points (17 min.).mp4 37.00 MB
  22. 7 - 1 - Lecture 6.1- Operational Support- Detect, Predict and Recommend (17 min.).mp4 36.73 MB
  23. 7 - 2 - Lecture 6.2- Getting the Right Event Data (17 min.).mp4 36.05 MB
  24. 4 - 5 - Lecture 3.5- Learning Dependency Graphs (21 min.).mp4 35.75 MB
  25. 7 - 4 - Lecture 6.4- Process Mining Software (16 min.).mp4 35.54 MB
  26. 3 - 5 - Lecture 2.5- Workflow Nets and Soundness (17 min.).mp4 35.49 MB
  27. 5 - 1 - Lecture 4.1- Two-Phase Process Discovery And Its Limitations (15 min.).mp4 35.14 MB
  28. 3 - 2 - Lecture 2.2- Petri Nets (1-2) (16 min.).mp4 34.67 MB
  29. 4 - 7 - Lecture 3.7- Learning Transition Systems (15 min.).mp4 33.60 MB
  30. 2 - 8 - Lecture 1.8- Evaluating Mining Results (15 min.).mp4 32.77 MB
  31. 5 - 5 - Lecture 4.5- Conformance Checking Using Token-Based Replay (15 min.).mp4 32.51 MB
  32. 4 - 3 - Lecture 3.3- Business Process Model and Notation (BPMN) (15 min.).mp4 31.93 MB
  33. 3 - 1 - Lecture 2.1- Event Logs and Process Models (14 min.).mp4 31.42 MB
  34. 5 - 6 - Lecture 4.6- Token Based Replay- Some Examples (15 min.).mp4 29.24 MB
  35. 7 - 8 - Lecture 6.8- Process Models as Maps (12 min.).mp4 28.92 MB
  36. 2 - 7 - Lecture 1.7- Cluster Analysis (13 min.).mp4 28.61 MB
  37. 6 - 1 - Lecture 5.1- About the Last Two Weeks of This Course (10 min.).mp4 28.21 MB
  38. 6 - 8 - Lecture 5.8- Comparative Process Mining Using Process Cubes (13 min.).mp4 27.81 MB
  39. 6 - 3 - Lecture 5.3- Discovering Data Aware Petri Nets (12 min.).mp4 26.88 MB
  40. 6 - 4 - Lecture 5.4- Mining Bottlenecks (11 min.).mp4 26.86 MB
  41. 6 - 7 - Lecture 5.7- Combining Different Perspectives (13 min.).mp4 26.03 MB
  42. 6 - 9 - Lecture 5.9- Refined Process Mining Framework (11 min.).mp4 25.98 MB
  43. 5 - 3 - Lecture 4.3- Introduction to Conformance Checking (12 min.).mp4 25.54 MB
  44. 7 - 3 - Lecture 6.3- Guidelines for Logging (10 min.).mp4 25.18 MB
  45. 7 - 5 - Lecture 6.5- How to Conduct a Process Mining Project (11 min.).mp4 25.14 MB
  46. 7 - 9 - Lecture 6.9- Data Science in Action (9 min.).mp4 23.32 MB
  47. 5 - 4 - Lecture 4.4- Conformance Checking Using Causal Footprints (10 min.).mp4 20.09 MB
  48. 6 - 6 - Lecture 5.6- Organizational Mining (9 min.).mp4 19.94 MB
  49. 7 - 7 - Lecture 6.7- Mining Spaghetti Processes (8 min.).mp4 19.77 MB
  50. 7 - 6 - Lecture 6.6- Mining Lasagna Processes (6 min.).mp4 13.02 MB
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