Natural Language Processing and Computational Linguistics : A practical guide to text analysis with Python, Gensim, spaCy, and Keras /: A practical guide to text analysis with Python, Gensim, spaCy, and Keras. (2018)

• Record Type: Book
• Further Information: Note: Bhargav Srinivasa-Desikan.
• Authors: Srinivasa-Desikan, Bhargav
• Contents: Table of ContentsWhat is Text Analysis?Python Tips for Text AnalysisspaCy's Language ModelsGensim – Vectorizing text and transformations and n-gramsPOS-Tagging and its ApplicationsNER-Tagging and its ApplicationsDependency ParsingTop ModelsAdvanced Topic ModellingClustering and Classifying TextSimilarity Queries and SummarizationWord2Vec, Doc2Vec and GensimDeep Learning for textKeras and spaCy for Deep LearningSentiment Analysis and ChatBots.
• Publisher Details: Birmingham : Packt Publishing
• Publication Date: 2018
• Extent: 1 online resource (306 pages)
• Subjects: Computers -- Natural Language Processing; Computers -- Neural Networks; Natural language & machine translation; Neural networks & fuzzy systems; Computers -- Intelligence (AI) & Semantics; Artificial intelligence
• Languages: English
• ISBNs: 9781788837033; 1788837037
• Related ISBNs: 9781788838535
• 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.