Natural language understanding with Python : building human-like understanding with large language models /: building human-like understanding with large language models. (2023)

• Record Type: Book
• Further Information: Note: Deborah A. Dahl.
• Authors: Dahl, Deborah Anna
• Contents: Table of ContentsNatural Language Understanding, Related Technologies, and Natural Language ApplicationsIdentifying Practical Natural Language Understanding ProblemsApproaches to Natural Language Understanding – Rule-Based Systems, Machine Learning, and Deep LearningSelecting Libraries and Tools for Natural Language UnderstandingNatural Language Data – Finding and Preparing DataExploring and Visualizing DataSelecting Approaches and Representing DataRule-Based TechniquesMachine Learning Part 1 - Statistical Machine LearningMachine Learning Part 2 – Neural Networks and Deep Learning TechniquesMachine Learning Part 3 – Transformers and Large Language ModelsApplying Unsupervised Learning ApproachesHow Well Does It Work? – EvaluationWhat to Do If the System Isn't WorkingSummary and Looking to the Future.
• Publisher Details: Birmingham : Packt Publishing
• Publication Date: 2023
• Extent: 1 online resource (309 pages)
• Subjects: 006.35; Natural language processing (Computer science); Python (Computer program language)
• Languages: English
• ISBNs: 9781804612996
• Related ISBNs: 9781804613429
• Notes: Note: Description based on CIP data; resource not viewed.
• 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.