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coursera-web-intelligence-and-big-data

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2016-7-9 05:49 2024-7-19 04:04 82 1.38 GB 107
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coursera-web-intelligence-and-big-data

文件列表
  1. lecture-videos/unit0-intro/Web Intelligence and Big Data 0.0 0-0 Preamble (326).mp46.03MB
  2. lecture-videos/unit0-intro/Web Intelligence and Big Data 0.1 0-1 Revisiting Turing's Test (309).mp44.2MB
  3. lecture-videos/unit0-intro/Web Intelligence and Big Data 0.2 0-2 Web-Scale AI and Big Data (358).mp45.24MB
  4. lecture-videos/unit0-intro/Web Intelligence and Big Data 0.3 0-3-1 Web Intelligence (322).mp44.62MB
  5. lecture-videos/unit0-intro/Web Intelligence and Big Data 0.4 0-3-2 Big Data (615).mp47.93MB
  6. lecture-videos/unit0-intro/Web Intelligence and Big Data 0.5 0-4 Course Outline (413).mp46.08MB
  7. lecture-videos/unit0-intro/Web Intelligence and Big Data 0.6 0-5 Recap and Preview (237).mp46.7MB
  8. lecture-videos/unit1-look/Web Intelligence and Big Data 1.0 1-1 Basic Indexing (722).mp48.87MB
  9. lecture-videos/unit1-look/Web Intelligence and Big Data 1.1 1-2 Index Creation (540).mp47.18MB
  10. lecture-videos/unit1-look/Web Intelligence and Big Data 1.10 1-7-2 Locality Sensitive Hashing (451).mp46.2MB
  11. lecture-videos/unit1-look/Web Intelligence and Big Data 1.11 1-7-3 LSH Example - 1 (317).mp44.8MB
  12. lecture-videos/unit1-look/Web Intelligence and Big Data 1.12 1-7-4 LSH Example - 2 (154).mp42.88MB
  13. lecture-videos/unit1-look/Web Intelligence and Big Data 1.13 1-7-5 LSH Intuition (408).mp45.09MB
  14. lecture-videos/unit1-look/Web Intelligence and Big Data 1.14 1-7-6 High-dimensional Objects (819).mp410.42MB
  15. lecture-videos/unit1-look/Web Intelligence and Big Data 1.15 1-7-7 Associative Memories (525).mp47.7MB
  16. lecture-videos/unit1-look/Web Intelligence and Big Data 1.16 1-7-8 Recap and Preview (244).mp43MB
  17. lecture-videos/unit1-look/Web Intelligence and Big Data 1.2 1-3 Complexity of Index Creation (328).mp44.76MB
  18. lecture-videos/unit1-look/Web Intelligence and Big Data 1.3 1-4-1 Ranking - 1 (424).mp45.39MB
  19. lecture-videos/unit1-look/Web Intelligence and Big Data 1.4 1-4-2 Ranking - 2 (448).mp46.41MB
  20. lecture-videos/unit1-look/Web Intelligence and Big Data 1.5 1-5-1 Page Rank and Memory (601).mp47.98MB
  21. lecture-videos/unit1-look/Web Intelligence and Big Data 1.6 1-5-2 Google and the Mind (518).mp47.12MB
  22. lecture-videos/unit1-look/Web Intelligence and Big Data 1.7 1-6-1 Enterprise Search (441).mp45.97MB
  23. lecture-videos/unit1-look/Web Intelligence and Big Data 1.8 1-6-2 Searching Structured Data (625).mp48.57MB
  24. lecture-videos/unit1-look/Web Intelligence and Big Data 1.9 1-7-1 Object Search (507).mp46.54MB
  25. lecture-videos/unit2-listen/Web Intelligence and Big Data 2.0 2-1 Preamble - Listen (318).mp43.89MB
  26. lecture-videos/unit2-listen/Web Intelligence and Big Data 2.1 2-2 Shannon Information (618).mp48.23MB
  27. lecture-videos/unit2-listen/Web Intelligence and Big Data 2.10 2-10 Mutual Information (858).mp455.52MB
  28. lecture-videos/unit2-listen/Web Intelligence and Big Data 2.11 2-11 Machine Learning - Limits (1029).mp413.68MB
  29. lecture-videos/unit2-listen/Web Intelligence and Big Data 2.12 2-12 Recap and Preview (314).mp44.32MB
  30. lecture-videos/unit2-listen/Web Intelligence and Big Data 2.2 2-3 Information and Advertising (549).mp47.45MB
  31. lecture-videos/unit2-listen/Web Intelligence and Big Data 2.3 2-4 TF-IDF (824).mp410.85MB
  32. lecture-videos/unit2-listen/Web Intelligence and Big Data 2.4 2-5 TF-IDF Example (609).mp48.05MB
  33. lecture-videos/unit2-listen/Web Intelligence and Big Data 2.5 2-6 Language and Information (856).mp411.66MB
  34. lecture-videos/unit2-listen/Web Intelligence and Big Data 2.6 2-7 Machine Learning Intro (900).mp452.72MB
  35. lecture-videos/unit2-listen/Web Intelligence and Big Data 2.7 2-8-1 Bayes Rule (455).mp46.21MB
  36. lecture-videos/unit2-listen/Web Intelligence and Big Data 2.8 2-8-2 Naive Bayes (833).mp410.81MB
  37. lecture-videos/unit2-listen/Web Intelligence and Big Data 2.9 2-9 Sentiment Analysis (732).mp445.51MB
  38. lecture-videos/unit3-load-I/Web Intelligence and Big Data 3.0 3-1 Preamble (441).mp45.84MB
  39. lecture-videos/unit3-load-I/Web Intelligence and Big Data 3.1 3-2 Parallel Computing (854).mp410.73MB
  40. lecture-videos/unit3-load-I/Web Intelligence and Big Data 3.2 3-3 Map-Reduce (1149).mp414.9MB
  41. lecture-videos/unit3-load-I/Web Intelligence and Big Data 3.3 3-4 Map-Reduce Example in Octo (1103).mp415.75MB
  42. lecture-videos/unit3-load-I/Web Intelligence and Big Data 3.4 3-4-1 Map-Reduce Example in Mincemeat (204).mp42.79MB
  43. lecture-videos/unit3-load-I/Web Intelligence and Big Data 3.5 3-5 Map-Reduce Applications (1352).mp417.87MB
  44. lecture-videos/unit3-load-I/Web Intelligence and Big Data 3.6 3-6 Parallel Efficiency of Map-Reduce (842).mp411.1MB
  45. lecture-videos/unit3-load-I/Web Intelligence and Big Data 3.7 3-7 Inside Map-Reduce (947).mp412.06MB
  46. lecture-videos/unit4AA-load-II/Web Intelligence and Big Data 4.0 4-0 Preamble (143).mp41.98MB
  47. lecture-videos/unit4AA-load-II/Web Intelligence and Big Data 4.1 4-1 Distributed File Systems (1212).mp414.69MB
  48. lecture-videos/unit4AA-load-II/Web Intelligence and Big Data 4.2 4-2 Database Technology (1240).mp416.11MB
  49. lecture-videos/unit4AA-load-II/Web Intelligence and Big Data 4.3 4-3 Evolution of Databases (852).mp411.02MB
  50. lecture-videos/unit4AA-load-II/Web Intelligence and Big Data 4.4 4-4 Big-Table and HBase (1008).mp412.09MB
  51. lecture-videos/unit4AA-load-II/Web Intelligence and Big Data 4.5 4-5 NoSQL and Eventual Consistency (1241).mp416.35MB
  52. lecture-videos/unit4AA-load-II/Web Intelligence and Big Data 4.6 4-6 Future of NoSQL and Dremel (928).mp411.74MB
  53. lecture-videos/unit4AA-load-II/Web Intelligence and Big Data 4.7 4-7 Evolution of SQL and Map-Reduce (934).mp411.82MB
  54. lecture-videos/unit4AA-load-II/Web Intelligence and Big Data 4.8 4-8 Relational vs Big-Data Technologies (911).mp414.35MB
  55. lecture-videos/unit4AA-load-II/Web Intelligence and Big Data 4.9 4-9 Database Trends and Summary (722).mp411.88MB
  56. lecture-videos/unit4AB-gust-lecture-I-graph-databases/Web Intelligence and Big Data 5.0 G1 Introduction to Graph Data (1136).mp417.27MB
  57. lecture-videos/unit4AB-gust-lecture-I-graph-databases/Web Intelligence and Big Data 5.1 G2 Graph Query Languages (1403).mp421.11MB
  58. lecture-videos/unit4AB-gust-lecture-I-graph-databases/Web Intelligence and Big Data 5.2 G3 Linked Open Data (1225).mp420.26MB
  59. lecture-videos/unit4AB-gust-lecture-I-graph-databases/Web Intelligence and Big Data 5.3 G4 Challenges and Efficiency (856).mp413.73MB
  60. lecture-videos/unit4AB-gust-lecture-I-graph-databases/Web Intelligence and Big Data 5.4 G5 Graph Data Management (1026).mp415.81MB
  61. lecture-videos/unit4AB-gust-lecture-I-graph-databases/Web Intelligence and Big Data 5.5 G6 Q & A (503).mp47.94MB
  62. lecture-videos/unit4B-parallel-graph-processing/Web Intelligence and Big Data 6.0 4B-1 Iteration and Map-Reduce (848).mp452.3MB
  63. lecture-videos/unit4B-parallel-graph-processing/Web Intelligence and Big Data 6.1 4B-2 Graph Computing (650).mp440.05MB
  64. lecture-videos/unit4B-parallel-graph-processing/Web Intelligence and Big Data 6.2 4B-3 Pregel Model (815).mp447.07MB
  65. lecture-videos/unit4B-parallel-graph-processing/Web Intelligence and Big Data 6.3 4B-4 Page-rank in Pregel (1035).mp412.86MB
  66. lecture-videos/unit4B-parallel-graph-processing/Web Intelligence and Big Data 6.4 4B-5 Shortest Paths and Summary (743).mp447.21MB
  67. lecture-videos/unit5-learn/Web Intelligence and Big Data 7.0 5-1 Preamble (318).mp43.96MB
  68. lecture-videos/unit5-learn/Web Intelligence and Big Data 7.1 5-2 Classification Re-visited (1256).mp417.04MB
  69. lecture-videos/unit5-learn/Web Intelligence and Big Data 7.2 5-3 Learning Groupings - Clustering (1213).mp416.07MB
  70. lecture-videos/unit5-learn/Web Intelligence and Big Data 7.3 5-4 Learning Rules (1011).mp413.14MB
  71. lecture-videos/unit5-learn/Web Intelligence and Big Data 7.4 5-5 Association Rule Mining (845).mp411.29MB
  72. lecture-videos/unit5-learn/Web Intelligence and Big Data 7.5 5-6 Learning with Big Data (751).mp410.38MB
  73. lecture-videos/unit5-learn/Web Intelligence and Big Data 7.6 5-7 Learning Latent Models (1557).mp419.61MB
  74. lecture-videos/unit5-learn/Web Intelligence and Big Data 7.7 5-8 Grounded Learning (542).mp47.36MB
  75. lecture-videos/unit5-learn/Web Intelligence and Big Data 7.8 5-9 Recap and Preview (233).mp43.25MB
  76. lecture-videos/unit6-connect/Web Intelligence and Big Data 8.0 6-1 Preamble (907).mp411.66MB
  77. lecture-videos/unit6-connect/Web Intelligence and Big Data 8.1 6-2 Logical Inference (956).mp412.71MB
  78. lecture-videos/unit6-connect/Web Intelligence and Big Data 8.10 6-10 Recap and Preview (700).mp49.06MB
  79. lecture-videos/unit6-connect/Web Intelligence and Big Data 8.11 6-11-Programming HW 6 (424).mp45.95MB
  80. lecture-videos/unit6-connect/Web Intelligence and Big Data 8.2 6-3 Resolution and its Limits (1558).mp420.26MB
  81. lecture-videos/unit6-connect/Web Intelligence and Big Data 8.3 6-4 Semantic Web (618).mp48.31MB
  82. lecture-videos/unit6-connect/Web Intelligence and Big Data 8.4 6-5 Logic and Uncertainty (909).mp411.57MB
  83. lecture-videos/unit6-connect/Web Intelligence and Big Data 8.5 6-6 Algebra of Potentials (1205).mp415.33MB
  84. lecture-videos/unit6-connect/Web Intelligence and Big Data 8.6 6-7 Naive Bayes Revisited (1126).mp414.38MB
  85. lecture-videos/unit6-connect/Web Intelligence and Big Data 8.7 6-8-1 Bayesian Networks - 1 (920).mp411.78MB
  86. lecture-videos/unit6-connect/Web Intelligence and Big Data 8.8 6-8-2 Bayesian Networks - 2 (523).mp47.2MB
  87. lecture-videos/unit6-connect/Web Intelligence and Big Data 8.9 6-9 Information Extraction (1241).mp416.56MB
  88. lecture-videos/unit7A-predict/Web Intelligence and Big Data 9.0 7-1 Preamble (234).mp43.02MB
  89. lecture-videos/unit7A-predict/Web Intelligence and Big Data 9.1 7-2 Linear Prediction (1100).mp413.63MB
  90. lecture-videos/unit7A-predict/Web Intelligence and Big Data 9.2 7-3 Least Squares (1208).mp415.35MB
  91. lecture-videos/unit7A-predict/Web Intelligence and Big Data 9.3 7-4 Nonlinear Models (926).mp411.56MB
  92. lecture-videos/unit7A-predict/Web Intelligence and Big Data 9.4 7-5 Learning Parameters (1235).mp416.14MB
  93. lecture-videos/unit7A-predict/Web Intelligence and Big Data 9.5 7-6 Prediction Applications (830).mp410.94MB
  94. lecture-videos/unit7A-predict/Web Intelligence and Big Data 9.6 7-7 Which Technique (613).mp48.01MB
  95. lecture-videos/unit7A-predict/Web Intelligence and Big Data 9.7 7-8 Hierarchical Temporal Memory - I (839).mp411.19MB
  96. lecture-videos/unit7A-predict/Web Intelligence and Big Data 9.8 7-9 Hierarchical Temporal Memory - II (1038).mp413.76MB
  97. lecture-videos/unit7A-predict/Web Intelligence and Big Data 9.9 7-10 Blackboard Architecture (906).mp412.07MB
  98. lecture-videos/unit7B-guest-lecture2-markov-logic/Web Intelligence and Big Data 10.0 M1 Motivation (1159).mp415.31MB
  99. lecture-videos/unit7B-guest-lecture2-markov-logic/Web Intelligence and Big Data 10.1 M2 Markov Networks and Logic (844).mp411.98MB
  100. lecture-videos/unit7B-guest-lecture2-markov-logic/Web Intelligence and Big Data 10.2 M3 Markov Logic via an Example (828).mp411.77MB
  101. lecture-videos/unit7B-guest-lecture2-markov-logic/Web Intelligence and Big Data 10.3 M4 Markov Logic Formalism (1139).mp416.72MB
  102. lecture-videos/unit7B-guest-lecture2-markov-logic/Web Intelligence and Big Data 10.4 M5 Related Models (1021).mp415.43MB
  103. lecture-videos/unit7B-guest-lecture2-markov-logic/Web Intelligence and Big Data 10.5 M6 Entity Resolution Example - 1 (837).mp413.03MB
  104. lecture-videos/unit7B-guest-lecture2-markov-logic/Web Intelligence and Big Data 10.6 M7 Entity Resolution Example - 2 (953).mp415.2MB
  105. lecture-videos/unit7B-guest-lecture2-markov-logic/Web Intelligence and Big Data 10.7 M8 Social Network Analysis using MLN (727).mp410.24MB
  106. lecture-videos/unit7B-guest-lecture2-markov-logic/Web Intelligence and Big Data 10.8 M9 Research Directions in Markov Logic (609).mp48.01MB
  107. lecture-videos/unit8-wrap-up-and-final-exam/Web Intelligence and Big Data 11.0 Course Recap and Pointers (934).mp411.54MB
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