Deborah A. Dahl

Natural Language Understanding with Python (eBook, ePUB)

Combine natural language technology, deep learning, and large language models to create human-like language comprehension in computer systems

• Format: ePub

Produktbeschreibung

Natural Language Understanding facilitates the organization and structuring of language allowing computer systems to effectively process textual information for various practical applications. Natural Language Understanding with Python will help you explore practical techniques for harnessing NLU to create diverse applications.
with step-by-step explanations of essential concepts and practical examples, you'll begin by learning about NLU and its applications. You'll then explore a wide range of current NLU techniques and their most appropriate use-case. In the process, you'll be introduced to the most useful Python NLU libraries. Not only will you learn the basics of NLU, you'll also discover practical issues such as acquiring data, evaluating systems, and deploying NLU applications along with their solutions. The book is a comprehensive guide that'll help you explore techniques and resources that can be used for different applications in the future.
By the end of this book, you'll be well-versed with the concepts of natural language understanding, deep learning, and large language models (LLMs) for building various AI-based applications.

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Produktdetails

• Verlag: Packt Publishing
• Seitenzahl: 326
• Erscheinungstermin: 30. Juni 2023
• Englisch
• ISBN-13: 9781804612996
• Artikelnr.: 70154682

Autorenporträt

Deborah A. Dahl is the principal at Conversational Technologies, with over 30 years of experience in natural language understanding technology. She has developed numerous natural language processing systems for research, commercial, and government applications, including a system for NASA, and speech and natural language components on Android. She has taught over 20 workshops on natural language processing, consulted on many natural language processing applications for her customers, and written over 75 technical papers. Th is is Deborah's fourth book on natural language understanding topics. Deborah has a PhD in linguistics from the University of Minnesota and postdoctoral studies in cognitive science from the University of Pennsylvania.