Ramsay / Ahmad Machine Learning for Emotion Analysis in Python

Build AI-powered tools for analyzing emotion using natural language processing and machine learning
1. Auflage 2023
ISBN: 978-1-80324-671-0
Verlag: De Gruyter
Format: EPUB
Kopierschutz: 0 - No protection

E-Book, Englisch, 334 Seiten

No detailed description available for "Machine Learning for Emotion Analysis in Python".

Autoren/Hrsg.

Ramsay, Allan

Ahmad, Tariq

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Spracherkennung, Sprachverarbeitung
• Mathematik | Informatik EDV | Informatik Informatik Rechnerarchitektur

Inhaltsverzeichnis

Table of Contents - Foundations
- Building and Using a Dataset
- Labelling Data
- Preprocessing - Stemming, Tagging, and Parsing
- Sentiment Lexicons and Vector-Space Models
- Naïve Bayes
- Support Vector Machines
- Neural Networks and Deep Neural Networks
- Exploring Transformers
- Multiclassifiers
- Case Study - The Qatar Blockade

Über Autor(innen)

Ramsay Allan:

Allan Ramsay is an Emeritus Professor. He is highly skilled in Python and has extensive knowledge of Emotion Analysis.Ahmad Tariq:

Dr. Tariq Ahmad is an experienced Data Scientist with a demonstrated history of working in the I.T. industry. He is highly skilled in Python, C#, MVC, SQL Server. He has Ph.D. in Emotion Analysis.