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Deep Learning for Search Video Edition

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Source: 1 Logo 1337x
Type: Tutorials
Language: English
Category: Other
Size: 1.4 GB
Added: Oct. 23, 2025, 5:51 p.m.
Peers: Seeders: 2, Leechers: 1 (Last updated: 5 months, 3 weeks ago)
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Files:
  1. Get Bonus Downloads Here.url 180 bytes
  2. 001. Part 1. Search meets deep learning.en.srt 930 bytes
  3. 001. Part 1. Search meets deep learning.mp4 2.1 MB
  4. 002. Chapter 1. Neural search.en.srt 10.2 KB
  5. 002. Chapter 1. Neural search.mp4 19.4 MB
  6. 003. Chapter 1. What is machine learning.en.srt 8.6 KB
  7. 003. Chapter 1. What is machine learning.mp4 18.9 MB
  8. 004. Chapter 1. What deep learning can do for search.en.srt 12.2 KB
  9. 004. Chapter 1. What deep learning can do for search.mp4 24.7 MB
  10. 005. Chapter 1. A roadmap for learning deep learning.en.srt 5.8 KB
  11. 005. Chapter 1. A roadmap for learning deep learning.mp4 13.9 MB
  12. 006. Chapter 1. Retrieving useful information.en.srt 37.3 KB
  13. 006. Chapter 1. Retrieving useful information.mp4 78.6 MB
  14. 007. Chapter 1. Unsolved problems.en.srt 5.4 KB
  15. 007. Chapter 1. Unsolved problems.mp4 9.5 MB
  16. 008. Chapter 1. Opening the search engine black box.en.srt 5.4 KB
  17. 008. Chapter 1. Opening the search engine black box.mp4 11.2 MB
  18. 009. Chapter 1. Deep learning to the rescue.en.srt 11.0 KB
  19. 009. Chapter 1. Deep learning to the rescue.mp4 17.9 MB
  20. 010. Chapter 1. Index, please meet neuron.en.srt 3.3 KB
  21. 010. Chapter 1. Index, please meet neuron.mp4 8.0 MB
  22. 011. Chapter 1. Neural network training.en.srt 8.5 KB
  23. 011. Chapter 1. Neural network training.mp4 19.8 MB
  24. 012. Chapter 1. The promises of neural search.en.srt 2.5 KB
  25. 012. Chapter 1. The promises of neural search.mp4 6.1 MB
  26. 013. Chapter 1. Summary.en.srt 1.7 KB
  27. 013. Chapter 1. Summary.mp4 5.2 MB
  28. 014. Chapter 2. Generating synonyms.en.srt 36.1 KB
  29. 014. Chapter 2. Generating synonyms.mp4 69.7 MB
  30. 015. Chapter 2. The importance of context.en.srt 8.0 KB
  31. 015. Chapter 2. The importance of context.mp4 14.8 MB
  32. 016. Chapter 2. Feed-forward neural networks.en.srt 11.5 KB
  33. 016. Chapter 2. Feed-forward neural networks.mp4 21.6 MB
  34. 017. Chapter 2. Using word2vec.en.srt 27.4 KB
  35. 017. Chapter 2. Using word2vec.mp4 50.6 MB
  36. 018. Chapter 2. Evaluations and comparisons.en.srt 2.9 KB
  37. 018. Chapter 2. Evaluations and comparisons.mp4 6.9 MB
  38. 019. Chapter 2. Considerations for production systems.en.srt 7.1 KB
  39. 019. Chapter 2. Considerations for production systems.mp4 14.6 MB
  40. 020. Chapter 2. Summary.en.srt 1.9 KB
  41. 020. Chapter 2. Summary.mp4 5.7 MB
  42. 021. Part 2. Throwing neural nets at a search engine.en.srt 1.2 KB
  43. 021. Part 2. Throwing neural nets at a search engine.mp4 2.6 MB
  44. 022. Chapter 3. From plain retrieval to text generation.en.srt 45.9 KB
  45. 022. Chapter 3. From plain retrieval to text generation.mp4 75.4 MB
  46. 023. Chapter 3. Learning over sequences.en.srt 5.2 KB
  47. 023. Chapter 3. Learning over sequences.mp4 11.4 MB
  48. 024. Chapter 3. Recurrent neural networks.en.srt 21.3 KB
  49. 024. Chapter 3. Recurrent neural networks.mp4 46.1 MB
  50. 025. Chapter 3. LSTM networks for unsupervised text generation.en.srt 23.8 KB
  51. 025. Chapter 3. LSTM networks for unsupervised text generation.mp4 49.4 MB
  52. 026. Chapter 3. From unsupervised to supervised text generation.en.srt 6.7 KB
  53. 026. Chapter 3. From unsupervised to supervised text generation.mp4 14.7 MB
  54. 027. Chapter 3. Considerations for production systems.en.srt 4.7 KB
  55. 027. Chapter 3. Considerations for production systems.mp4 10.1 MB
  56. 028. Chapter 3. Summary.en.srt 1.4 KB
  57. 028. Chapter 3. Summary.mp4 4.6 MB
  58. 029. Chapter 4. More-sensitive query suggestions.en.srt 11.7 KB
  59. 029. Chapter 4. More-sensitive query suggestions.mp4 25.5 MB
  60. 030. Chapter 4. Lucene Lookup APIs.en.srt 7.0 KB
  61. 030. Chapter 4. Lucene Lookup APIs.mp4 13.1 MB
  62. 031. Chapter 4. Analyzed suggesters.en.srt 12.8 KB
  63. 031. Chapter 4. Analyzed suggesters.mp4 19.7 MB
  64. 032. Chapter 4. Using language models.en.srt 10.8 KB
  65. 032. Chapter 4. Using language models.mp4 26.0 MB
  66. 033. Chapter 4. Content-based suggesters.en.srt 4.7 KB
  67. 033. Chapter 4. Content-based suggesters.mp4 9.0 MB
  68. 034. Chapter 4. Neural language models.en.srt 4.3 KB
  69. 034. Chapter 4. Neural language models.mp4 6.8 MB
  70. 035. Chapter 4. Character-based neural language model for suggestions.en.srt 5.7 KB
  71. 035. Chapter 4. Character-based neural language model for suggestions.mp4 11.4 MB
  72. 036. Chapter 4. Tuning the LSTM language model.en.srt 12.8 KB
  73. 036. Chapter 4. Tuning the LSTM language model.mp4 22.0 MB
  74. 037. Chapter 4. Diversifying suggestions using word embeddings.en.srt 3.5 KB
  75. 037. Chapter 4. Diversifying suggestions using word embeddings.mp4 9.1 MB
  76. 038. Chapter 4. Summary.en.srt 1015 bytes
  77. 038. Chapter 4. Summary.mp4 3.0 MB
  78. 039. Chapter 5. Ranking search results with word embeddings.en.srt 12.5 KB
  79. 039. Chapter 5. Ranking search results with word embeddings.mp4 24.8 MB
  80. 040. Chapter 5. Retrieval models.en.srt 28.6 KB
  81. 040. Chapter 5. Retrieval models.mp4 53.0 MB
  82. 041. Chapter 5. Neural information retrieval.en.srt 3.1 KB
  83. 041. Chapter 5. Neural information retrieval.mp4 7.1 MB
  84. 042. Chapter 5. From word to document vectors.en.srt 7.9 KB
  85. 042. Chapter 5. From word to document vectors.mp4 13.3 MB
  86. 043. Chapter 5. Evaluations and comparisons.en.srt 10.6 KB
  87. 043. Chapter 5. Evaluations and comparisons.mp4 22.0 MB
  88. 044. Chapter 5. Summary.en.srt 701 bytes
  89. 044. Chapter 5. Summary.mp4 2.1 MB
  90. 045. Chapter 6. Document embeddings for rankings and recommendations.en.srt 13.1 KB
  91. 045. Chapter 6. Document embeddings for rankings and recommendations.mp4 27.9 MB
  92. 046. Chapter 6. Using paragraph vectors in ranking.en.srt 3.3 KB
  93. 046. Chapter 6. Using paragraph vectors in ranking.mp4 6.4 MB
  94. 047. Chapter 6. Document embeddings and related content.en.srt 35.3 KB
  95. 047. Chapter 6. Document embeddings and related content.mp4 75.8 MB
  96. 048. Chapter 6. Summary.en.srt 930 bytes
  97. 048. Chapter 6. Summary.mp4 2.3 MB
  98. 049. Part 3. One step beyond.en.srt 1.6 KB
  99. 049. Part 3. One step beyond.mp4 4.5 MB
  100. 050. Chapter 7. Searching across languages.en.srt 21.1 KB
  101. 050. Chapter 7. Searching across languages.mp4 41.3 MB
  102. 051. Chapter 7. Statistical machine translation.en.srt 9.4 KB
  103. 051. Chapter 7. Statistical machine translation.mp4 15.2 MB
  104. 052. Chapter 7. Working with parallel corpora.en.srt 3.7 KB
  105. 052. Chapter 7. Working with parallel corpora.mp4 6.8 MB
  106. 053. Chapter 7. Neural machine translation.en.srt 26.4 KB
  107. 053. Chapter 7. Neural machine translation.mp4 44.2 MB
  108. 054. Chapter 7. Word and document embeddings for multiple languages.en.srt 11.1 KB
  109. 054. Chapter 7. Word and document embeddings for multiple languages.mp4 22.1 MB
  110. 055. Chapter 7. Summary.en.srt 583 bytes
  111. 055. Chapter 7. Summary.mp4 1.3 MB
  112. 056. Chapter 8. Content-based image search.en.srt 14.4 KB
  113. 056. Chapter 8. Content-based image search.mp4 33.1 MB
  114. 057. Chapter 8. A look back - Text-based image retrieval.en.srt 4.1 KB
  115. 057. Chapter 8. A look back - Text-based image retrieval.mp4 8.2 MB
  116. 058. Chapter 8. Understanding images.en.srt 30.0 KB
  117. 058. Chapter 8. Understanding images.mp4 61.9 MB
  118. 059. Chapter 8. Deep learning for image representation.en.srt 39.5 KB
  119. 059. Chapter 8. Deep learning for image representation.mp4 76.8 MB
  120. 060. Chapter 8. Working with unlabeled images.en.srt 7.1 KB
  121. 060. Chapter 8. Working with unlabeled images.mp4 12.7 MB
  122. 061. Chapter 9. Summary.en.srt 976 bytes
  123. 061. Chapter 9. Summary.mp4 3.2 MB
  124. 062. Chapter 9. A peek at performance.en.srt 39.5 KB
  125. 062. Chapter 9. A peek at performance.mp4 64.5 MB
  126. 063. Chapter 9. Indexes and neurons working together.en.srt 7.4 KB
  127. 063. Chapter 9. Indexes and neurons working together.mp4 14.3 MB
  128. 064. Chapter 9. Working with streams of data.en.srt 11.0 KB
  129. 064. Chapter 9. Working with streams of data.mp4 21.8 MB
  130. 065. Chapter 9. Summary.en.srt 2.2 KB
  131. 065. Chapter 9. Summary.mp4 4.8 MB
  132. Bonus Resources.txt 70 bytes

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