《Natural Language Processing with Spark NLP》是O'Reilly Media出版的圖書，作者是Alex Thomas
基本介紹
- ISBN：9781492047698
- 作者：Alex Thomas
- 出版社：O'Reilly Media
- 出版時間：2020年2月21日
- 頁數：350
- 定價：USD 35.99
- 裝幀：Paperback
內容簡介
Want to build an application that uses natural language text, but aren’t sure where to start or what tools to use? This practical book gets you started with natural language processing from the basics to powerful modern techniques. Data scientists will learn how to build enterprise-quality NLP applications using deep learning and the Apache Spark distributed processing framewor...(展開全部) Want to build an application that uses natural language text, but aren’t sure where to start or what tools to use? This practical book gets you started with natural language processing from the basics to powerful modern techniques. Data scientists will learn how to build enterprise-quality NLP applications using deep learning and the Apache Spark distributed processing framework. This guide includes concrete examples, practical and theoretical explanations, and hands-on exercises for NLP on Spark. You’ll understand why these techniques work from machine learning, linguistic, and practical points of view. This book shows you how to: Process text in a distributed environment using Spark-NLP, a production-ready library for NLP built on Spark Create, tune, and deploy your own word embeddings Adapt your NLP applications to multiple languages Use text in machine learning and deep learning Alex is a Senior Software Engineer, working on natural language processing components, and data science projects at Atigeo. Alex interned at Atigeo working on TREC 2012. He was hired at the end of his internship to work on information retrieval measurement. He has since worked on NLP components, machine learning pipelines, and data cleaning & analytics for customer projects.
