Sarkar, Dipanjan
Text Analytics with Python: A Practitioner's Guide to Natural Language Processing
- ISBN 13:
- 9781484243534
- author:
- Sarkar, Dipanjan
- format:
- Paperback / softback
- publisher:
- APress
- language:
- English
- Publication Year:
- 2019
- Pages:
- 674
- Dimensions:
- 25.4 x 17.8 centimetres (1.31 kg
- Genre:
- Computers, Programming, Python,
- Condition:
- New
- Availability:
- Item usually sent within 20 working days
Description
Leverage Natural Language Processing in Python to set up your own robust environment for performing text analytics. This second edition of Text Analytics with Python introduces several significant changes and new topics based on recent trends in NLP, covering the latest state-of-the-art frameworks and machine learning models. You'll learn how to use Python for NLP fundamentals, including string manipulation and text data representation, as well as improved techniques for parsing and processing text. The book also covers text summarization, topic models, and sentiment analysis using supervised and unsupervised techniques, with a real-world example of movie recommenders. Additionally, you'll see how to build your own named entity recognition system from scratch. The entire code base, modules, and chapters have been updated to the latest Python 3.x release, making this book an ideal resource for those looking to learn text analytics with Python.
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