Natural Language Processing Projects: Build Next-Generation NLP Applications Using AI Techniques (Record no. 696004)

MARC details
000 -LEADER
fixed length control field 01949 a2200217 4500
003 - CONTROL NUMBER IDENTIFIER
control field OSt
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20240711154702.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 240711b |||||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781484285237
040 ## - CATALOGING SOURCE
Language of cataloging English
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.35/KUL/SHI
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Kulkarni, Akshay
245 ## - TITLE STATEMENT
Title Natural Language Processing Projects: Build Next-Generation NLP Applications Using AI Techniques
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Name of publisher, distributor, etc Apress
Date of publication, distribution, etc 2024
300 ## - PHYSICAL DESCRIPTION
Extent xvii, 317p
520 ## - SUMMARY, ETC.
Summary, etc The book starts with an overview of natural language processing (NLP) and artificial intelligence to provide a quick refresher on algorithms. Next, it covers end-to-end NLP projects beginning with traditional algorithms and projects such as customer review sentiment and emotion detection, topic modeling, and document clustering. From there, it delves into e-commerce related projects such as product categorization using the description of the product, a search engine to retrieve the relevant content, and a content-based recommendation system to enhance user experience. Moving forward, it explains how to build systems to find similar sentences using contextual embedding, summarizing huge documents using recurrent neural networks (RNN), automatic word suggestion using long short-term memory networks (LSTM), and how to build a chatbot using transfer learning. It concludes with an exploration of next-generation AI and algorithms in the research space.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Source of heading or term Implement full-fledged intelligent NLP applications with Python, Translate real-world business problem on text data with NLP techniques, Leverage machine learning and deep learning techniques to perform smart language processing, Gain hands-on experience implementing end-to-end search engine information retrieval, text summarization, chatbots, text generation, document clustering and product classification, and more.
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Shivananda, Adarsha
800 ## - SERIES ADDED ENTRY--PERSONAL NAME
Personal name Kulkarni, Anoosh
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type Books
Source of classification or shelving scheme Dewey Decimal Classification
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Home library Current library Shelving location Date acquired Source of acquisition Cost, normal purchase price Total Checkouts Full call number Barcode Date last seen Cost, replacement price Price effective from Koha item type Public note
    Dewey Decimal Classification     Symbiosis Institute of Computer Studies and Research Symbiosis Institute of Computer Studies and Research Data Mining 10/07/2024 The Word Book Shop 1049.00   006.35/KUL/SHI SICSR-B-19667 11/07/2024 1049.00 10/07/2024 Books Implement full-fledged intelligent NLP applications with Python, Translate real-world business problem on text data with NLP techniques, Leverage machine learning and deep learning techniques to perform smart language processing, Gain hands-on experience implementing end-to-end search engine information retrieval, text summarization, chatbots, text generation, document clustering and product classification, and more.