Coverart for item
The Resource Deep learning for search, Tommaso Teofili ; foreword by Chris Mattmann

Deep learning for search, Tommaso Teofili ; foreword by Chris Mattmann

Label
Deep learning for search
Title
Deep learning for search
Statement of responsibility
Tommaso Teofili ; foreword by Chris Mattmann
Creator
Contributor
Author
Subject
Language
eng
Summary
"Deep learning handles the toughest search challenges, including imprecise search terms, badly indexed data, and retrieving images with minimal metadata. And with modern tools like DL4J and TensorFlow, you can apply powerful DL techniques without a deep background in data science or natural language processing (NLP). This book will show you how. "Deep learning for search" teaches you to improve your search results with neural networks. You'll review how DL relates to search basics like indexing and ranking. Then, you'll walk through in-depth examples to upgrade your search with DL techniques using Apache Lucene and Deeplearning4j. As the book progresses, you'll explore advanced topics like searching through images, translating user queries, and designing search engines that improve as they learn!"--
Assigning source
Provided by publisher
Cataloging source
TOH
http://library.link/vocab/creatorName
Teofili, Tommaso
Illustrations
illustrations
Index
index present
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorName
Mattmann, Chris A.
http://library.link/vocab/subjectName
  • Machine learning
  • Neural networks (Computer science)
  • Web search engines
  • Web sites
http://bibfra.me/vocab/relation/writerofforeword
m78rNKv_8K4
Label
Deep learning for search, Tommaso Teofili ; foreword by Chris Mattmann
Instantiates
Publication
Copyright
Note
Includes index
Carrier category
volume
Carrier category code
nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Part 1. Search meets deep learning. Neural search -- Generating synonyms -- Part 2. Throwing neural nets at a search engine. From plain retrieval to text generation -- More-sensitive query suggestions -- Ranking search results with word embeddings -- Document embeddings for rankings and recommendations -- Part 3. One step beyond. Searching across languages -- Content-based image search -- A peek at performance
Control code
on1107172471
Dimensions
24 cm
Extent
xxi, 303 pages
Isbn
9781617294792
Isbn Type
(paperback)
Media category
unmediated
Media MARC source
rdamedia
Media type code
n
Other physical details
illustrations
System control number
(OCoLC)1107172471
Label
Deep learning for search, Tommaso Teofili ; foreword by Chris Mattmann
Publication
Copyright
Note
Includes index
Carrier category
volume
Carrier category code
nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Part 1. Search meets deep learning. Neural search -- Generating synonyms -- Part 2. Throwing neural nets at a search engine. From plain retrieval to text generation -- More-sensitive query suggestions -- Ranking search results with word embeddings -- Document embeddings for rankings and recommendations -- Part 3. One step beyond. Searching across languages -- Content-based image search -- A peek at performance
Control code
on1107172471
Dimensions
24 cm
Extent
xxi, 303 pages
Isbn
9781617294792
Isbn Type
(paperback)
Media category
unmediated
Media MARC source
rdamedia
Media type code
n
Other physical details
illustrations
System control number
(OCoLC)1107172471

Library Locations

    • Albany LibraryBorrow it
      Gate 1, East Precinct, Albany Expressway (SH17), Albany, Auckland, 0632, NZ
      -36.733330 174.700641
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