Deep learning for search / Tommaso Teofili ; foreword by Chris Mattmann.
نوع المادة : نصاللغة: الإنجليزية الناشر:Shelter Island, NY : Manning Publications Co., 2019وصف:xxi, 303 pages : illustrations ; 24 cmنوع المحتوى:- text
- unmediated
- volume
- 9781617294792
- 1617294799
- Q325.5 .T464 2019
نوع المادة | المكتبة الحالية | رقم الطلب | رقم النسخة | حالة | تاريخ الإستحقاق | الباركود | |
---|---|---|---|---|---|---|---|
كتاب | UAE Federation Library | مكتبة اتحاد الإمارات General Collection | المجموعات العامة | Q325.5 .T464 2019 (إستعراض الرف(يفتح أدناه)) | C.1 | Library Use Only | داخل المكتبة فقط | 30030000005293 | ||
كتاب | UAE Federation Library | مكتبة اتحاد الإمارات General Collection | المجموعات العامة | Q325.5 .T464 2019 (إستعراض الرف(يفتح أدناه)) | C.2 | المتاح | 30030000005294 |
Browsing UAE Federation Library | مكتبة اتحاد الإمارات shelves, Shelving location: General Collection | المجموعات العامة إغلاق مستعرض الرف(يخفي مستعرض الرف)
Q325.5 .T435 2019 Beginning machine learning in iOS : CoreML framework / | Q325.5 .T435 2019 Beginning machine learning in iOS : CoreML framework / | Q325.5 .T464 2019 Deep learning for search / | Q325.5 .T464 2019 Deep learning for search / | Q325.5 .W535 2018 Practical Java machine learning : projects with Google Cloud platform and Amazon web services / | Q325.5 .W535 2018 Practical Java machine learning : projects with Google Cloud platform and Amazon web services / | Q325.5 .Z46 2019 Evolutionary learning : advances in theories and algorithms / |
Includes index.
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.
"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!"-- Provided by publisher