Dahl, Deborah A.
Natural Language Understanding with Python: Combine natural language technology, deep learning, and large language models to create human-like language comprehension in computer systems
- ISBN 13:
- 9781804613429
- author:
- Dahl, Deborah A.
- format:
- Paperback
- publisher:
- Packt Publishing Limited
- language:
- English
- Publication Year:
- 2023
- Pages:
- 326
- Dimensions:
- 23.5 x 19.1 x 1.7 centimetres (0
- Genre:
- Computers, Computer Science, Data Modeling,
- Condition:
- New
- Availability:
- Item usually sent within 5 working days
Description
Build advanced NLU systems by combining Natural Language Technology, Deep Learning, and Large Language Models to create human-like language comprehension in computer systems. This comprehensive guide explores practical techniques for building creative and useful applications using Python. You'll learn about NLU concepts from basic text processing to advanced deep learning techniques, as well as explore real-world applications like chatbots, sentiment analysis, and language translation. The book introduces you to essential Python libraries, including NLTK, SpaCy, BERT, and OpenAI, along with visualization tools like Matplotlib and Seaborn. By the end of this book, you'll be familiar with the foundational concepts of NLU, deep learning, and large language models (LLMs), enabling you to acquire data, evaluate systems, and deploy NLU applications effectively.
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