03179nam a2200457 i 4500 44569 44569 39673 BD-DhAAL 220224t20202020xxua 001 0 eng d 2021278035 9789385889172 (OCoLC)on1138608548 YDX eng YDX rda BDX OCLCQ JRZ OCLCF YDXIT UKMGB OCLCO DLC BD-DhAAL lccopycat QA76.9.N38 T445 2020 006.35 23 Thomas, Alex (Data scientist), author. 51553 Natural language processing with Spark NLP : learning to understand text at Scale / Alex Thomas. First edition. Sebastopol, CA : O'Reilly Media, c2020. ©2020 xv, 347 pages : illustrations ; 24 cm. Includes index. Part 1. Basics. Getting started -- Natural language basics -- NLP on Apache Spark -- Deep learning basics -- Part 2. Building blocks. Processing words -- Information retrieval -- Classification and regression -- Sequence modeling with Keras -- Information extraction -- Topic modeling -- Word embeddings -- Part 3. Applicasions. Sentiment analysis and emotion detection -- Building knowledge bases -- Search engine -- Chatbot -- Object character recognition -- Part 4. Building NLP systems. Supporting multiple languages -- Human labeling -- Productionizing NLP applications. If you want to build an enterprise-quality application that uses natural language text but aren't sure where to begin or what tools to use, this practical guide will help get you started. Alex Thomas, principal data scientist at Wisecube, shows software engineers and data scientists how to build scalable natural language processing (NLP) applications using deep learning and the Apache Spark NLP library. Through concrete examples, pratical and theoretical explanations, and hads-on exercises for using NLP on the Spark processing framework, this book teaches you everything from basics linguistics and writing systems to sentiment analysis and search engines. You'll also explore special concerns for developging text-based applications, such as performance.-- CSE Spark (Electronic resource : Apache Software Foundation) 51554 Natural language processing (Computer science) 51555 Application software Development. 51556 Text data mining. 51557 Computer science. 51558 Ayesha Abed Library General Stacks ddc BK 0 0 ddc 0 0 BRACUL BRACUL GEN 2022-09-11 Book Finder International 1428.02 3 17 006.35 THO 3010039673 2025-12-29 2025-12-08 1 1428.02 2022-09-11 BK 0 0 ddc 0 0 BRACUL BRACUL GEN 2022-09-11 Book Finder International 1428.02 1 006.35 THO 3010039674 2024-02-27 2024-02-18 2 1428.02 2022-09-11 BK 0 0 ddc 0 0 BRACUL BRACUL GEN 2022-09-11 Book Finder International 1428.02 1 4 006.35 THO 3010039675 2024-12-03 2024-01-17 3 1428.02 2022-09-11 BK