Machine Learning for Emotion Analysis in Python : Build AI-powered tools for analyzing emotion using natural language processing and machine learning /: Build AI-powered tools for analyzing emotion using natural language processing and machine learning. (2023)

Record Type:
Book
Title:
Machine Learning for Emotion Analysis in Python : Build AI-powered tools for analyzing emotion using natural language processing and machine learning /: Build AI-powered tools for analyzing emotion using natural language processing and machine learning. (2023)
Main Title:
Machine Learning for Emotion Analysis in Python : Build AI-powered tools for analyzing emotion using natural language processing and machine learning
Further Information:
Note: Allan Ramsay, Tariq Ahmad.
Authors:
Ramsay, Allan
Ahmad, Tariq
Contents:
Table of ContentsFoundationsBuilding and Using a DatasetLabelling DataPreprocessing - Stemming, Tagging, and ParsingSentiment Lexicons and Vector-Space ModelsNaïve BayesSupport Vector MachinesNeural Networks and Deep Neural NetworksExploring TransformersMulticlassifiersCase Study - The Qatar Blockade.
Publisher Details:
Birmingham : Packt Publishing
Publication Date:
2023
Extent:
1 online resource (334 pages)
Subjects:
COMPUTERS -- Logic Design
COMPUTERS -- Natural Language Processing
COMPUTERS -- Computer Science
Languages:
English
ISBNs:
9781803246710
1803246715
Access Rights:
Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
Access Usage:
Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.
View Content:
Available online (eLD content is only available in our Reading Rooms) ↗
Physical Locations:
British Library HMNTS - ELD.DS.806525
Ingest File:
21_017.xml