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Checked by:
Category:
Language:
English
Total Size:
1.4 GB
Info Hash:
473C1A3155F5358A969B38105B3E09BDD15D11B2
Added By:
Added:
Oct. 23, 2025, 5:51 p.m.
Stats:
|
(Last updated: Oct. 23, 2025, 5:56 p.m.)
| File | Size |
|---|---|
| Get Bonus Downloads Here.url | 180 bytes |
| 001. Part 1. Search meets deep learning.en.srt | 930 bytes |
| 001. Part 1. Search meets deep learning.mp4 | 2.1 MB |
| 002. Chapter 1. Neural search.en.srt | 10.2 KB |
| 002. Chapter 1. Neural search.mp4 | 19.4 MB |
| 003. Chapter 1. What is machine learning.en.srt | 8.6 KB |
| 003. Chapter 1. What is machine learning.mp4 | 18.9 MB |
| 004. Chapter 1. What deep learning can do for search.en.srt | 12.2 KB |
| 004. Chapter 1. What deep learning can do for search.mp4 | 24.7 MB |
| 005. Chapter 1. A roadmap for learning deep learning.en.srt | 5.8 KB |
| 005. Chapter 1. A roadmap for learning deep learning.mp4 | 13.9 MB |
| 006. Chapter 1. Retrieving useful information.en.srt | 37.3 KB |
| 006. Chapter 1. Retrieving useful information.mp4 | 78.6 MB |
| 007. Chapter 1. Unsolved problems.en.srt | 5.4 KB |
| 007. Chapter 1. Unsolved problems.mp4 | 9.5 MB |
| 008. Chapter 1. Opening the search engine black box.en.srt | 5.4 KB |
| 008. Chapter 1. Opening the search engine black box.mp4 | 11.2 MB |
| 009. Chapter 1. Deep learning to the rescue.en.srt | 11.0 KB |
| 009. Chapter 1. Deep learning to the rescue.mp4 | 17.9 MB |
| 010. Chapter 1. Index, please meet neuron.en.srt | 3.3 KB |
| 010. Chapter 1. Index, please meet neuron.mp4 | 8.0 MB |
| 011. Chapter 1. Neural network training.en.srt | 8.5 KB |
| 011. Chapter 1. Neural network training.mp4 | 19.8 MB |
| 012. Chapter 1. The promises of neural search.en.srt | 2.5 KB |
| 012. Chapter 1. The promises of neural search.mp4 | 6.1 MB |
| 013. Chapter 1. Summary.en.srt | 1.7 KB |
| 013. Chapter 1. Summary.mp4 | 5.2 MB |
| 014. Chapter 2. Generating synonyms.en.srt | 36.1 KB |
| 014. Chapter 2. Generating synonyms.mp4 | 69.7 MB |
| 015. Chapter 2. The importance of context.en.srt | 8.0 KB |
| 015. Chapter 2. The importance of context.mp4 | 14.8 MB |
| 016. Chapter 2. Feed-forward neural networks.en.srt | 11.5 KB |
| 016. Chapter 2. Feed-forward neural networks.mp4 | 21.6 MB |
| 017. Chapter 2. Using word2vec.en.srt | 27.4 KB |
| 017. Chapter 2. Using word2vec.mp4 | 50.6 MB |
| 018. Chapter 2. Evaluations and comparisons.en.srt | 2.9 KB |
| 018. Chapter 2. Evaluations and comparisons.mp4 | 6.9 MB |
| 019. Chapter 2. Considerations for production systems.en.srt | 7.1 KB |
| 019. Chapter 2. Considerations for production systems.mp4 | 14.6 MB |
| 020. Chapter 2. Summary.en.srt | 1.9 KB |
| 020. Chapter 2. Summary.mp4 | 5.7 MB |
| 021. Part 2. Throwing neural nets at a search engine.en.srt | 1.2 KB |
| 021. Part 2. Throwing neural nets at a search engine.mp4 | 2.6 MB |
| 022. Chapter 3. From plain retrieval to text generation.en.srt | 45.9 KB |
| 022. Chapter 3. From plain retrieval to text generation.mp4 | 75.4 MB |
| 023. Chapter 3. Learning over sequences.en.srt | 5.2 KB |
| 023. Chapter 3. Learning over sequences.mp4 | 11.4 MB |
| 024. Chapter 3. Recurrent neural networks.en.srt | 21.3 KB |
| 024. Chapter 3. Recurrent neural networks.mp4 | 46.1 MB |
| 025. Chapter 3. LSTM networks for unsupervised text generation.en.srt | 23.8 KB |
| 025. Chapter 3. LSTM networks for unsupervised text generation.mp4 | 49.4 MB |
| 026. Chapter 3. From unsupervised to supervised text generation.en.srt | 6.7 KB |
| 026. Chapter 3. From unsupervised to supervised text generation.mp4 | 14.7 MB |
| 027. Chapter 3. Considerations for production systems.en.srt | 4.7 KB |
| 027. Chapter 3. Considerations for production systems.mp4 | 10.1 MB |
| 028. Chapter 3. Summary.en.srt | 1.4 KB |
| 028. Chapter 3. Summary.mp4 | 4.6 MB |
| 029. Chapter 4. More-sensitive query suggestions.en.srt | 11.7 KB |
| 029. Chapter 4. More-sensitive query suggestions.mp4 | 25.5 MB |
| 030. Chapter 4. Lucene Lookup APIs.en.srt | 7.0 KB |
| 030. Chapter 4. Lucene Lookup APIs.mp4 | 13.1 MB |
| 031. Chapter 4. Analyzed suggesters.en.srt | 12.8 KB |
| 031. Chapter 4. Analyzed suggesters.mp4 | 19.7 MB |
| 032. Chapter 4. Using language models.en.srt | 10.8 KB |
| 032. Chapter 4. Using language models.mp4 | 26.0 MB |
| 033. Chapter 4. Content-based suggesters.en.srt | 4.7 KB |
| 033. Chapter 4. Content-based suggesters.mp4 | 9.0 MB |
| 034. Chapter 4. Neural language models.en.srt | 4.3 KB |
| 034. Chapter 4. Neural language models.mp4 | 6.8 MB |
| 035. Chapter 4. Character-based neural language model for suggestions.en.srt | 5.7 KB |
| 035. Chapter 4. Character-based neural language model for suggestions.mp4 | 11.4 MB |
| 036. Chapter 4. Tuning the LSTM language model.en.srt | 12.8 KB |
| 036. Chapter 4. Tuning the LSTM language model.mp4 | 22.0 MB |
| 037. Chapter 4. Diversifying suggestions using word embeddings.en.srt | 3.5 KB |
| 037. Chapter 4. Diversifying suggestions using word embeddings.mp4 | 9.1 MB |
| 038. Chapter 4. Summary.en.srt | 1015 bytes |
| 038. Chapter 4. Summary.mp4 | 3.0 MB |
| 039. Chapter 5. Ranking search results with word embeddings.en.srt | 12.5 KB |
| 039. Chapter 5. Ranking search results with word embeddings.mp4 | 24.8 MB |
| 040. Chapter 5. Retrieval models.en.srt | 28.6 KB |
| 040. Chapter 5. Retrieval models.mp4 | 53.0 MB |
| 041. Chapter 5. Neural information retrieval.en.srt | 3.1 KB |
| 041. Chapter 5. Neural information retrieval.mp4 | 7.1 MB |
| 042. Chapter 5. From word to document vectors.en.srt | 7.9 KB |
| 042. Chapter 5. From word to document vectors.mp4 | 13.3 MB |
| 043. Chapter 5. Evaluations and comparisons.en.srt | 10.6 KB |
| 043. Chapter 5. Evaluations and comparisons.mp4 | 22.0 MB |
| 044. Chapter 5. Summary.en.srt | 701 bytes |
| 044. Chapter 5. Summary.mp4 | 2.1 MB |
| 045. Chapter 6. Document embeddings for rankings and recommendations.en.srt | 13.1 KB |
| 045. Chapter 6. Document embeddings for rankings and recommendations.mp4 | 27.9 MB |
| 046. Chapter 6. Using paragraph vectors in ranking.en.srt | 3.3 KB |
| 046. Chapter 6. Using paragraph vectors in ranking.mp4 | 6.4 MB |
| 047. Chapter 6. Document embeddings and related content.en.srt | 35.3 KB |
| 047. Chapter 6. Document embeddings and related content.mp4 | 75.8 MB |
| 048. Chapter 6. Summary.en.srt | 930 bytes |
| 048. Chapter 6. Summary.mp4 | 2.3 MB |
| 049. Part 3. One step beyond.en.srt | 1.6 KB |
| 049. Part 3. One step beyond.mp4 | 4.5 MB |
| 050. Chapter 7. Searching across languages.en.srt | 21.1 KB |
| 050. Chapter 7. Searching across languages.mp4 | 41.3 MB |
| 051. Chapter 7. Statistical machine translation.en.srt | 9.4 KB |
| 051. Chapter 7. Statistical machine translation.mp4 | 15.2 MB |
| 052. Chapter 7. Working with parallel corpora.en.srt | 3.7 KB |
| 052. Chapter 7. Working with parallel corpora.mp4 | 6.8 MB |
| 053. Chapter 7. Neural machine translation.en.srt | 26.4 KB |
| 053. Chapter 7. Neural machine translation.mp4 | 44.2 MB |
| 054. Chapter 7. Word and document embeddings for multiple languages.en.srt | 11.1 KB |
| 054. Chapter 7. Word and document embeddings for multiple languages.mp4 | 22.1 MB |
| 055. Chapter 7. Summary.en.srt | 583 bytes |
| 055. Chapter 7. Summary.mp4 | 1.3 MB |
| 056. Chapter 8. Content-based image search.en.srt | 14.4 KB |
| 056. Chapter 8. Content-based image search.mp4 | 33.1 MB |
| 057. Chapter 8. A look back - Text-based image retrieval.en.srt | 4.1 KB |
| 057. Chapter 8. A look back - Text-based image retrieval.mp4 | 8.2 MB |
| 058. Chapter 8. Understanding images.en.srt | 30.0 KB |
| 058. Chapter 8. Understanding images.mp4 | 61.9 MB |
| 059. Chapter 8. Deep learning for image representation.en.srt | 39.5 KB |
| 059. Chapter 8. Deep learning for image representation.mp4 | 76.8 MB |
| 060. Chapter 8. Working with unlabeled images.en.srt | 7.1 KB |
| 060. Chapter 8. Working with unlabeled images.mp4 | 12.7 MB |
| 061. Chapter 9. Summary.en.srt | 976 bytes |
| 061. Chapter 9. Summary.mp4 | 3.2 MB |
| 062. Chapter 9. A peek at performance.en.srt | 39.5 KB |
| 062. Chapter 9. A peek at performance.mp4 | 64.5 MB |
| 063. Chapter 9. Indexes and neurons working together.en.srt | 7.4 KB |
| 063. Chapter 9. Indexes and neurons working together.mp4 | 14.3 MB |
| 064. Chapter 9. Working with streams of data.en.srt | 11.0 KB |
| 064. Chapter 9. Working with streams of data.mp4 | 21.8 MB |
| 065. Chapter 9. Summary.en.srt | 2.2 KB |
| 065. Chapter 9. Summary.mp4 | 4.8 MB |
| Bonus Resources.txt | 70 bytes |
Name
DL
Uploader
Size
S/L
Added
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36.7 MB
[3
/
0]
2023-07-01
| Uploaded by FreeCourseWeb | Size 36.7 MB | Health [ 3 /0 ] | Added 2023-07-01 |
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39.7 MB
[15
/
7]
2023-07-01
| Uploaded by FreeCourseWeb | Size 39.7 MB | Health [ 15 /7 ] | Added 2023-07-01 |
-
141.7 MB
[8
/
5]
2023-07-01
| Uploaded by FreeCourseWeb | Size 141.7 MB | Health [ 8 /5 ] | Added 2023-07-01 |
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28.8 MB
[0
/
7]
2023-07-01
| Uploaded by FreeCourseWeb | Size 28.8 MB | Health [ 0 /7 ] | Added 2023-07-01 |
-
2.8 MB
[10
/
0]
2023-07-01
| Uploaded by FreeCourseWeb | Size 2.8 MB | Health [ 10 /0 ] | Added 2023-07-01 |
NOTE
SOURCE: Deep Learning for Search Video Edition
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COVER
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