Text Data Analytics with NLTK and PYTHON

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Text Data Analytics with NLTK and PYTHON
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• CHAPTER 4
• THE BASICS OF SEARCH ENGINE FRIENDLY DESIGN
  DEVELOPMENT

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About NLTK The Natural Language Toolkit, or
more commonly NLTK, is a suite of libraries and
programs for symbolic and statistical natural
language processing (NLP) for English written in
the Python programming language. Course
Description This course introduces Natural
Language Processing (NLP) with the use of Natural
Language Tool Kit (NLTK) and Python. Through
practical approach, you will get hands-on
experience with Natural language concepts and
computational linguistics concepts.
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Course Outcome On completion of this course,
the students will be able to 1.Understand the
basic concepts of Natural Language Processing
(NLP). 2.Understand how to use the Natural
Language Tool Kit. 3.Work with text data using
the Natural Language Tool Kit. 4.Load and
manipulate your text data. 5.Perform syntax and
semantics in natural language processing. 6.Abilit
y to design and analyse various NLP
algorithms. 7.Apply various concepts of NLP in
other application areas.
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Module 1 Introduction to Natural Language
ProcessingAbout Natural Language ToolkitGetting
Started with NLTKNLTK installationLoading Book
Module 2 Searching TextCounting
VocabularyTexts as Lists of WordList, Indexing
list, variables, strings
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Module 3 Frequency DistributionsFine-Grained
Selection of WordsCollocationsCounting Other
Things
Module 4 Making Decisions and Taking
ControlConditionals, Operating on Every Element,
Nested Code Blocks, Looping with Conditions
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Module 5 Accessing Text Corpora and Lexical
ResourcesGutenberg CorpusGutenberg CorpusWeb
and Chat Text CorpusBrown CorpusReuters
CorpusInaugural Address CorpusLoading your own
Corpus
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Module 6 Lexical ResourcesWordlist
CorporaStopwordName CorpusComparative
WordlistsWordNet
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Module 7 Processing Raw TextAccessing Text from
the WebTokenizationDealing with HTMLProcessing
RSS FeedsReading Local Files
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Module 8 Finding Word StemsStemmersLemmatizatio
nSegmentation Sentence Segmentation and Word
SegmentationWriting Results to a FileText
Wrapping
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Module 9 Learning to Classify TextSupervised
ClassificationCase Study 1 Gender
IdentificationCase Study 2 Document
ClassificationPart-of-Speech Tagging
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For more Training Information , Contact
Us Email info_at_learntek.org USA 1734 418
2465 INDIA 40 4018 1306
7799713624