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Natural Language Processing with Python [Video]
Natural Language Processing with Python [Video]

Natural Language Processing with Python: Master the NLTK library in Python from scratch! [Video]

By Tyler Edwards
$15.99 per month
Video Dec 2017 1 hours 47 minutes 1st Edition
Video
$130.99
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Video
$130.99
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Product Details


Publication date : Dec 29, 2017
Length 1 hours 47 minutes
Edition : 1st Edition
Language : English
ISBN-13 : 9781787286085
Category :
Languages :

Key benefits

  • • Comprehensive guide showing how textual data can be analyzed using the Natural Language Toolkit (NLTK)
  • • Build your own NLP applications, such as a sentiment analyzer, and learn how to carry out information extraction on text datasets
  • • Discover how Natural Language Processing can be used to investigate contextual relationships in human language

Description

NLP, or Natural Language Processing, is a computational approach to communication. This course will get you up-and-running with the popular NLP platform called Natural Language Toolkit (NLTK) in no time. You will start off by preparing text for Natural Language Processing by cleaning and simplifying it. Then you will implement more complex algorithms to break this text down and uncover contextual relationships that reveal the meaning and content of the text. You will learn how to tokenize various parts of sentences, and how to analyze them. You will learn about semantic as well as the syntactic analysis of text. During this course, you will learn how to solve various ambiguities in processing human language. You will also gain experience with NLP using Python and will be introduced to a variety of useful tools in NLTK. Plus, you will have an opportunity to build your first NLP application! By the end of this course, you will have the skills and tools to begin solving problems in the growing field of Latent Semantic Analysis The code files and all related files are uploaded on the GitHub repository at https://github.com/PacktPublishing/Natural-Language-Processing-with-Python-Video-

What you will learn

* Installing and setting up NLTK, and how to implement simple NLP tasks * The foundational concepts of part-of-speech tagging * Stemming, lemmatization, and named-entity recognition (NER) * Discover how to create frequency distributions on your text with NLTK * Analyze text and classify it into different categories * Use functions to implement concordance, similarity, dispersion plotting, and counting in NLTK to easily mine information from large heaps of textual data * Build your own movie review sentiment application in Python * Learn how to classify user reviews as positive or negative with sentiment analysis * See how your application, based on bag-of-words, can retrieve meaningful information * Apply Latent Semantic Analysis to extract the meaning of the text in response to user queries * Use Long Shot Term Memory to analyze sequential data in your NLP applications

What do you get with a Packt Subscription?

Free for first 7 days. $15.99 p/m after that. Cancel any time!
Product feature icon Unlimited ad-free access to the largest independent learning library in tech. Access this title and thousands more!
Product feature icon 50+ new titles added per month, including many first-to-market concepts and exclusive early access to books as they are being written.
Product feature icon Innovative learning tools, including AI book assistants, code context explainers, and text-to-speech.
Product feature icon Thousands of reference materials covering every tech concept you need to stay up to date.
Subscribe now
View plans & pricing

Product Details


Publication date : Dec 29, 2017
Length 1 hours 47 minutes
Edition : 1st Edition
Language : English
ISBN-13 : 9781787286085
Category :
Languages :

Table of Contents

4 Chapters
Getting Started with NLP in Python Chevron down icon Chevron up icon
More on NLTK Chevron down icon Chevron up icon
Building Your Own NLP Application Using Python NLTK Chevron down icon Chevron up icon
Latent Semantic Analysis Chevron down icon Chevron up icon

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