Altinok / Altinok Mastering spaCy

An end-to-end practical guide to implementing NLP applications using the Python ecosystem
1. Auflage 2021
ISBN: 978-1-80056-112-0
Verlag: De Gruyter
Format: EPUB
Kopierschutz: 0 - No protection

E-Book, Englisch, 356 Seiten

No detailed description available for "Mastering spaCy".

Autoren/Hrsg.

Altinok, Duygu

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Automatische Datenerfassung, Datenanalyse
• Mathematik | Informatik EDV | Informatik Business Application Textverarbeitung

Inhaltsverzeichnis

Table of Contents - Getting Started with spaCy
- Core Operations with spaCy
- Linguistic Features
- Rule-Based Matching
- Working with Word Vectors and Semantic Similarity
- Putting Everything Together: Semantic Parsing with spaCy
- Customizing spaCy Models
- Text Classification with spaCy
- spaCy and Transformers
- Putting Everything Together: Designing Your Chatbot with spaCy

Über Autor(innen)

Altinok Duygu:

Duygu Altinok is a senior NLP engineer with 12 years of experience in almost all areas of NLP including search engine technology, speech recognition, text analytics, and conversational AI. She authored several publications in the NLP area at conferences such as LREC and CLNLP. She also enjoys working on open-source projects and is a contributor to the spaCy library. Duygu earned her undergraduate degree in Computer Engineering from METU, Ankara in 2010 and later earned her Master's degree in Mathematics from Bilkent University, Ankara in 2012. She is currently a senior engineer at German Autolabs with a focus on conversational AI for voice assistants. Originally from Istanbul, Duygu currently resides in Berlin, DE with her cute dog Adele.