MARC details
| 000 -LEADER |
|---|
| fixed length control field |
03179nam a2200457 i 4500 |
| 001 - CONTROL NUMBER |
|---|
| control field |
39673 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
BD-DhAAL |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
220224t20202020xxua 001 0 eng d |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER |
|---|
| LC control number |
2021278035 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9789385889172 |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(OCoLC)on1138608548 |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
YDX |
| Language of cataloging |
eng |
| Transcribing agency |
YDX |
| Description conventions |
rda |
| Modifying agency |
BDX |
| -- |
OCLCQ |
| -- |
JRZ |
| -- |
OCLCF |
| -- |
YDXIT |
| -- |
UKMGB |
| -- |
OCLCO |
| -- |
DLC |
| -- |
BD-DhAAL |
| 042 ## - AUTHENTICATION CODE |
|---|
| Authentication code |
lccopycat |
| 050 00 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
QA76.9.N38 |
| Item number |
T445 2020 |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
006.35 |
| Edition number |
23 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Thomas, Alex |
| Titles and other words associated with a name |
(Data scientist), |
| Relator term |
author. |
| 9 (RLIN) |
51553 |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Natural language processing with Spark NLP : |
| Remainder of title |
learning to understand text at Scale / |
| Statement of responsibility, etc |
Alex Thomas. |
| 250 ## - EDITION STATEMENT |
|---|
| Edition statement |
First edition. |
| 264 #1 - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT.REV) |
|---|
| Place of publication, distribution, etc |
Sebastopol, CA : |
| Name of publisher, distributor, etc. |
O'Reilly Media, |
| Date of publication, distribution,etc |
c2020. |
|
|---|
| Date of publication, distribution,etc |
©2020 |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xv, 347 pages : |
| Other physical details |
illustrations ; |
| Dimensions |
24 cm. |
| 500 ## - GENERAL NOTE |
|---|
| General note |
Includes index. |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
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. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc |
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.-- |
| 526 ## - STUDY PROGRAM INFORMATION NOTE |
|---|
| Program name |
CSE |
| 630 00 - SUBJECT ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
Spark (Electronic resource : Apache Software Foundation) |
| 9 (RLIN) |
51554 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Natural language processing (Computer science) |
| 9 (RLIN) |
51555 |
|
|---|
| Topical term or geographic name as entry element |
Application software |
| General subdivision |
Development. |
| 9 (RLIN) |
51556 |
|
|---|
| Topical term or geographic name as entry element |
Text data mining. |
| 9 (RLIN) |
51557 |
|
|---|
| Topical term or geographic name as entry element |
Computer science. |
| 9 (RLIN) |
51558 |
| 852 ## - LOCATION/CALL NUMBER |
|---|
| Location |
Ayesha Abed Library |
| Shelving location |
General Stacks |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Dewey Decimal Classification |
| Item type |
Book |
