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Natural Language Processing Recipes: Unlocking Text Data with Machine Learning and Deep Learning Using Python
Paperback
Publisher Price: $64.99
ISBN13: 9781484273500
Publisher: Apress
Published: Aug 26 2021
Pages: 283
Weight: 1.20
Height: 0.65 Width: 7.00 Depth: 10.00
Language: English
After reading this book, you will have a clear understanding of the challenges faced by different industries and you will have worked on multiple examples of implementing NLP in the real world. What You Will Learn
- Know the core concepts of implementing NLP and various approaches to natural language processing (NLP), including NLP using Python libraries such as NLTK, textblob, SpaCy, Standford CoreNLP, and more
- Implement text pre-processing and feature engineering in NLP, including advanced methods of feature engineering
- Understand and implement the concepts of information retrieval, text summarization, sentiment analysis, text classification, and other advanced NLP techniques leveraging machine learning and deep learning
Data scientists who want to refresh and learn various concepts of natural language processing (NLP) through coding exercises
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