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[ ] Graph-Powered Machine Learning, Video Edition

  • 收录时间:2022-03-27 11:11:07
  • 文件大小:5GB
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文件列表

  1. ~Get Your Files Here !/28-Part 2 Recommendations.mp4 149MB
  2. ~Get Your Files Here !/36-Chapter 5 Collaborative filtering.mp4 99MB
  3. ~Get Your Files Here !/76-Chapter 12 Knowledge graph building - Entities.mp4 94MB
  4. ~Get Your Files Here !/37-Chapter 5 Collaborative filtering recommendations.mp4 93MB
  5. ~Get Your Files Here !/48-Chapter 7 Providing recommendations.mp4 86MB
  6. ~Get Your Files Here !/49-Chapter 7 Providing recommendations.mp4 85MB
  7. ~Get Your Files Here !/61-Chapter 9 Identifying fraudulent transactions.mp4 83MB
  8. ~Get Your Files Here !/09-Chapter 2 Graph data engineering.mp4 82MB
  9. ~Get Your Files Here !/44-Chapter 6 Providing recommendations.mp4 81MB
  10. ~Get Your Files Here !/73-Chapter 11 NLP and graphs.mp4 80MB
  11. ~Get Your Files Here !/16-Chapter 2 Native vs. non-native graph databases.mp4 80MB
  12. ~Get Your Files Here !/63-Chapter 10 Social network analysis against fraud.mp4 80MB
  13. ~Get Your Files Here !/19-Chapter 3 Managing data sources.mp4 77MB
  14. ~Get Your Files Here !/13-Chapter 2 Graphs are valuable for master data management.mp4 76MB
  15. ~Get Your Files Here !/08-Chapter 1 The role of graphs in machine learning.mp4 74MB
  16. ~Get Your Files Here !/35-Chapter 4 Providing recommendations.mp4 73MB
  17. ~Get Your Files Here !/07-Chapter 1 Graphs as models of networks.mp4 71MB
  18. ~Get Your Files Here !/15-Chapter 2 Sharding.mp4 71MB
  19. ~Get Your Files Here !/74-Chapter 11 NLP and graphs.mp4 70MB
  20. ~Get Your Files Here !/02-Chapter 1 Machine learning and graphs - An introduction.mp4 70MB
  21. ~Get Your Files Here !/38-Chapter 5 Computing the nearest neighbor network.mp4 69MB
  22. ~Get Your Files Here !/58-Chapter 9 Proximity-based algorithms.mp4 69MB
  23. ~Get Your Files Here !/77-Chapter 12 Knowledge graph building - Relationships.mp4 69MB
  24. ~Get Your Files Here !/43-Chapter 6 The events chain and the session graph.mp4 68MB
  25. ~Get Your Files Here !/46-Chapter 7 Context-aware and hybrid recommendations.mp4 68MB
  26. ~Get Your Files Here !/29-Chapter 4 Content-based recommendations.mp4 67MB
  27. ~Get Your Files Here !/34-Chapter 4 Providing recommendations.mp4 66MB
  28. ~Get Your Files Here !/18-Chapter 3 Graphs in machine learning applications.mp4 66MB
  29. ~Get Your Files Here !/69-Chapter 10 Cluster-based methods.mp4 66MB
  30. ~Get Your Files Here !/82-Appendix A. Machine learning algorithms taxonomy.mp4 65MB
  31. ~Get Your Files Here !/45-Chapter 6 Session-based k-NN.mp4 64MB
  32. ~Get Your Files Here !/21-Chapter 3 Recommend items.mp4 64MB
  33. ~Get Your Files Here !/30-Chapter 4 Representing item features.mp4 63MB
  34. ~Get Your Files Here !/42-Chapter 6 Session-based recommendations.mp4 62MB
  35. ~Get Your Files Here !/67-Chapter 10 Centrality metrics.mp4 61MB
  36. ~Get Your Files Here !/31-Chapter 4 Representing item features.mp4 60MB
  37. ~Get Your Files Here !/75-Chapter 12 Knowledge graphs.mp4 60MB
  38. ~Get Your Files Here !/71-Chapter 11 Graph-based natural language processing.mp4 58MB
  39. ~Get Your Files Here !/33-Chapter 4 Providing recommendations.mp4 57MB
  40. ~Get Your Files Here !/25-Chapter 3 Monitoring a subject.mp4 56MB
  41. ~Get Your Files Here !/56-Chapter 8 Warm-up - Basic approaches.mp4 55MB
  42. ~Get Your Files Here !/40-Chapter 5 Providing recommendations.mp4 54MB
  43. ~Get Your Files Here !/23-Chapter 3 Find keywords in a document.mp4 54MB
  44. ~Get Your Files Here !/72-Chapter 11 A basic approach - Store and access sequence of words.mp4 54MB
  45. ~Get Your Files Here !/05-Chapter 1 Performance.mp4 53MB
  46. ~Get Your Files Here !/79-Chapter 12 Unsupervised keyword extraction.mp4 53MB
  47. ~Get Your Files Here !/27-Chapter 3 Leftover - Deep learning and graph neural networks.mp4 53MB
  48. ~Get Your Files Here !/20-Chapter 3 Detect a fraud.mp4 52MB
  49. ~Get Your Files Here !/14-Chapter 2 Graph databases.mp4 52MB
  50. ~Get Your Files Here !/60-Chapter 9 Creating the k-nearest neighbors graph.mp4 52MB
  51. ~Get Your Files Here !/50-Chapter 7 Advantages of the graph approach.mp4 52MB
  52. ~Get Your Files Here !/10-Chapter 2 Velocity.mp4 51MB
  53. ~Get Your Files Here !/68-Chapter 10 Collective inference algorithms.mp4 51MB
  54. ~Get Your Files Here !/81-Chapter 12 Keyword co-occurrence graph.mp4 51MB
  55. ~Get Your Files Here !/84-Appendix C Graphs for defining complex processing workflows.mp4 50MB
  56. ~Get Your Files Here !/59-Chapter 9 Distance-based approach.mp4 50MB
  57. ~Get Your Files Here !/04-Chapter 1 Machine learning challenges.mp4 50MB
  58. ~Get Your Files Here !/11-Chapter 2 Graphs in the big data platform.mp4 49MB
  59. ~Get Your Files Here !/53-Chapter 8 Basic approaches to graph-powered fraud detection.mp4 48MB
  60. ~Get Your Files Here !/22-Chapter 3 Algorithms.mp4 48MB
  61. ~Get Your Files Here !/39-Chapter 5 Computing the nearest neighbor network.mp4 48MB
  62. ~Get Your Files Here !/55-Chapter 8 The role of graphs in fighting fraud.mp4 47MB
  63. ~Get Your Files Here !/57-Chapter 8 Identifying a fraud ring.mp4 47MB
  64. ~Get Your Files Here !/64-Chapter 10 Social network analysis concepts.mp4 46MB
  65. ~Get Your Files Here !/66-Chapter 10 Neighborhood metrics.mp4 46MB
  66. ~Get Your Files Here !/54-Chapter 8 Fraud prevention and detection.mp4 45MB
  67. ~Get Your Files Here !/83-Appendix C Graphs for processing patterns and workflows.mp4 44MB
  68. ~Get Your Files Here !/12-Chapter 2 Graphs are valuable for big data.mp4 43MB
  69. ~Get Your Files Here !/47-Chapter 7 Representing contextual information.mp4 43MB
  70. ~Get Your Files Here !/85-Appendix D. Representing graphs.mp4 41MB
  71. ~Get Your Files Here !/41-Chapter 5 Dealing with the cold-start problem.mp4 40MB
  72. ~Get Your Files Here !/03-Chapter 1 Business understanding.mp4 39MB
  73. ~Get Your Files Here !/51-Chapter 7 Providing recommendations.mp4 39MB
  74. ~Get Your Files Here !/78-Chapter 12 Semantic networks.mp4 38MB
  75. ~Get Your Files Here !/26-Chapter 3 Visualization.mp4 38MB
  76. ~Get Your Files Here !/17-Chapter 2 Label property graphs.mp4 38MB
  77. ~Get Your Files Here !/80-Chapter 12 Unsupervised keyword extraction.mp4 36MB
  78. ~Get Your Files Here !/52-Part 3 Fighting fraud.mp4 34MB
  79. ~Get Your Files Here !/32-Chapter 4 User modeling.mp4 34MB
  80. ~Get Your Files Here !/06-Chapter 1 Graphs.mp4 33MB
  81. ~Get Your Files Here !/62-Chapter 9 Identifying fraudulent transactions.mp4 33MB
  82. ~Get Your Files Here !/65-Chapter 10 Score-based methods.mp4 32MB
  83. ~Get Your Files Here !/24-Chapter 3 Storing and accessing machine learning models.mp4 31MB
  84. ~Get Your Files Here !/70-Part 4 Taming text with graphs.mp4 24MB
  85. ~Get Your Files Here !/01-Part 1 Introduction.mp4 21MB
  86. ~Get Your Files Here !/Bonus Resources.txt 386B
  87. Get Bonus Downloads Here.url 179B