Natural Language Processing Cookbook : Step-by-step practical solution for unlocking the power of natural language processing potential
Book Details
Format
Paperback / Softback
ISBN-10
9365893046
ISBN-13
9789365893045
Publisher
BPB Publications
Imprint
BPB Publications
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Feb 26th, 2025
Print length
404 Pages
Weight
654 grams
Dimensions
19.40 x 23.80 x 1.90 cms
Product Classification:
Computing & information technology
Ksh 6,750.00
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Step-by-step approach for each technique, with practical examples to fully master NLP. Readily usable recipes for implementing basic tasks like data cleaning and tokenization to more complicated neural network implementations.
This book walks you through the world of teaching computers to understand human language, starting with the basics and building up to advanced techniques. You will learn how to break down text into meaningful pieces, use Python programming to handle text data, and clean up messy text for analysis. The book shows you how computers can understand the meaning behind words using methods like word embeddings and BERT. You will discover how to identify parts of speech and recognize names of people and places in text, and how to sort text into different categories using ML. Advanced topics include finding hidden themes in document collections, building chatbots that can have conversations, and creating visual representations of text data.
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