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Natural Language Processing with Python Cookbook : Over 60 Recipes to Implement Text Analytics Solutions Using Deep Learning Principles by Dangeti, Pratap & Kumar, Naresh & Bhavsar, Krishna is a book available to read on EtoBox.
What is Natural Language Processing with Python Cookbook : Over 60 Recipes to Implement Text Analytics Solutions Using Deep Learning Principles about?
Learn the tricks and tips that will help you design Text Analytics solutionsAbout This Book - Independent recipes that will teach you how to efficientlyperform Natural Language Processing in Python - Use dictionaries to createyour own named entities using this easy-to-follow guide - Learn how toimplement NLTK for various scenarios with the help of example-rich recipes totake you beyond basic Natural Language Processing Who This Book Is For Thisbook is intended for data scientists, data analysts, and data scienceprofessionals who want to upgrade their existing skills to implement advancedtext analytics using NLP. Some basic knowledge of Natural Language Processingis recommended. What You Will Learn - Explore corpus management using internaland external corpora - Learn WordNet usage and a couple of simple applicationassignments using WordNet - Operate on raw text - Learn to performtokenization, stemming, lemmatization, and spelling corrections, stop wordsremovals, and more - Understand regular expressions for pattern matching -Learn to use and write your own POS taggers and grammars - Learn to evaluateyour own trained models - Explore Deep Learning techniques in NLP - GenerateText fr
- Author
- Dangeti, Pratap & Kumar, Naresh & Bhavsar, Krishna
- Publisher
- Packt Publishing Limited
- Published
- 2017
- Language
- EN
- ISBN
- 9781787289321
- Subjects
- Computer Science, Technology, Stem
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