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Udemy - NLTK - Build Document Classifier and Spell Checker with Python

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Description
[ DevCourseWeb.com ] NLTK: Build Document Classifier & Spell Checker with Python



If You Need More Stuff, kindly Visit and Support Us -->> https://DevCourseWeb.com







Last updated 2/2019

Created by GoTrained Academy,Waqar Ahmed

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch

Genre: eLearning | Language: English + srt | Duration: 46 Lectures ( 5h 17m ) | Size: 764 MB



NLP with Python - Analyzing Text with the Natural Language Toolkit (NLTK) - Natural Language Processing (NLP) Tutorial



What you'll learn:

NLTK Main Functions: Concordance, Similar, Lexical Dispersion Plot

Text Tokenization

Text Normalization: Stemming & Lemmatization

Text Tagging: Unigram, N-Gram, Regex

Text Classification

Project 1: Gender Prediction Application

Project 2: Document Classification Application

Information Extraction from Text: Chunking, Chinking, Name Entity Recognition

Source Code *.py Files of All Lectures

English Captions for All Lectures

Q&A board to send your questions and get them answered quickly



Requirements:

Good Python level. This Natural Language Processing (NLP) tutorial assumes that you already familiar with the basics of writing simple Python programs and that you are generally familiar with Python's core features (data structures, file handling, functions, classes, modules, common library modules, etc.).

Python 3.4+ (or 2.7). Please note that the tutorial codes are written in Python 3, but it is up to you to fine-tune them if you want to run them on Python 2.



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We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...



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File list
  • Udemy - NLTK - Build Document Classifier and Spell Checker with Python
  • ~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/1. Introduction to NLP.mp4 12.9 MB
  • ~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/1. Introduction to NLP.srt 9.2 KB
  • ~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/2. Course Technical Requirements.html 2.4 KB
  • ~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/2.1 requirements.txt 21 B
  • ~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/3. Installing and Setting Up NLTK.mp4 6 MB
  • ~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/3. Installing and Setting Up NLTK.srt 5.4 KB
  • ~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/3.1 requirements.txt 21 B
  • ~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/3.2 setting-up.py 29 B
  • ~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/4. NLTK Accessing Texts.mp4 9 MB
  • ~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/4. NLTK Accessing Texts.srt 6.4 KB
  • ~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/4.1 accessing-texts.py 214 B
  • ~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/5. Basic Functions concordance, similar, dispersion_plot, count.mp4 22.9 MB
  • ~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/5. Basic Functions concordance, similar, dispersion_plot, count.srt 16.2 KB
  • ~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/5.1 basic-functions.py 1.2 KB
  • ~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/6. Summary NLTK Basic Functions.html 2.7 KB
  • ~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/7. Frequency Distribution with NLTK.mp4 16.6 MB
  • ~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/7. Frequency Distribution with NLTK.srt 12.2 KB
  • ~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/7.1 Frequency-distributions.py 293 B
  • ~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/8. Frequency Distribution on Your Text with NLTK.mp4 8.6 MB
  • ~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/8. Frequency Distribution on Your Text with NLTK.srt 7.4 KB
  • ~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/8.1 personal-frequency-distribution.py 354 B
  • ~Get Your Files Here !/10. Bonus Material/1. More NLP Tutorials.html 511 B
  • ~Get Your Files Here !/10. Bonus Material/2. What's Next for You.html 2.1 KB
  • ~Get Your Files Here !/2. Do you want to learn a specific NLP topic/1. Do you want to learn a specific NLTK or NLP topic.html 335 B
  • ~Get Your Files Here !/3. Corpora/1. Accessing Corpora.mp4 17.9 MB
  • ~Get Your Files Here !/3. Corpora/1. Accessing Corpora.srt 10.5 KB
  • ~Get Your Files Here !/3. Corpora/1.1 accessing-corpora.py 1.1 KB
  • ~Get Your Files Here !/3. Corpora/2. Loading Your Own Corpus.mp4 12.7 MB
  • ~Get Your Files Here !/3. Corpora/2. Loading Your Own Corpus.srt 9.9 KB
  • ~Get Your Files Here !/3. Corpora/2.1 loading-your-own-corpus.py 365 B
  • ~Get Your Files Here !/3. Corpora/2.2 shakespeare-taming-of-the-shrew.txt 121.2 KB
  • ~Get Your Files Here !/3. Corpora/3. Conditional Frequency Distribution.mp4 30.7 MB
  • ~Get Your Files Here !/3. Corpora/3. Conditional Frequency Distribution.srt 18.5 KB
  • ~Get Your Files Here !/3. Corpora/3.1 conditional-frequency-distribution.py 631 B
  • ~Get Your Files Here !/3. Corpora/4. Lexical Resources Vocabulary.mp4 25.5 MB
  • ~Get Your Files Here !/3. Corpora/4. Lexical Resources Vocabulary.srt 17.3 KB
  • ~Get Your Files Here !/3. Corpora/4.1 lexical-resources-vocabulary.py 474 B
  • ~Get Your Files Here !/3. Corpora/5. Terminology.html 3.5 KB
  • ~Get Your Files Here !/3. Corpora/6. NLP Basic Terminology.html 149 B
  • ~Get Your Files Here !/4. Processing Raw Text with NLTK/1. NLP Pipeline.mp4 31.8 MB
  • ~Get Your Files Here !/4. Processing Raw Text with NLTK/1. NLP Pipeline.srt 8.2 KB
  • ~Get Your Files Here !/4. Processing Raw Text with NLTK/2. Tokenization.mp4 33.7 MB
  • ~Get Your Files Here !/4. Processing Raw Text with NLTK/2. Tokenization.srt 10.5 KB
  • ~Get Your Files Here !/4. Processing Raw Text with NLTK/2.1 shakespeare-taming-of-the-shrew.txt 121.2 KB
  • ~Get Your Files Here !/4. Processing Raw Text with NLTK/2.2 tokenization.py 565 B
  • ~Get Your Files Here !/4. Processing Raw Text with NLTK/3. What is Token.html 149 B
  • ~Get Your Files Here !/4. Processing Raw Text with NLTK/4. Regular Expressions.mp4 26.2 MB
  • ~Get Your Files Here !/4. Processing Raw Text with NLTK/4. Regular Expressions.srt 15.5 KB
  • ~Get Your Files Here !/4. Processing Raw Text with NLTK/4.1 regular-expressions.py 487 B
  • ~Get Your Files Here !/4. Processing Raw Text with NLTK/5. Applications of Regex.mp4 18.3 MB
  • ~Get Your Files Here !/4. Processing Raw Text with NLTK/5. Applications of Regex.srt 14.9 KB
  • ~Get Your Files Here !/4. Processing Raw Text with NLTK/5.1 applications-of-regex.py 503 B
  • ~Get Your Files Here !/4. Processing Raw Text with NLTK/6. Stemming.mp4 13.7 MB
  • ~Get Your Files Here !/4. Processing Raw Text with NLTK/6. Stemming.srt 12.7 KB
  • ~Get Your Files Here !/4. Processing Raw Text with NLTK/6.1 stemming.py 461 B
  • ~Get Your Files Here !/4. Processing Raw Text with NLTK/7. Lemmatization.mp4 25.8 MB
  • ~Get Your Files Here !/4. Processing Raw Text with NLTK/7. Lemmatization.srt 13.1 KB
  • ~Get Your Files Here !/4. Processing Raw Text with NLTK/7.1 lemmatization.py 598 B
  • ~Get Your Files Here !/4. Processing Raw Text with NLTK/8. Regex for Tokenization.mp4 20.7 MB
  • ~Get Your Files Here !/4. Processing Raw Text with NLTK/8. Regex for Tokenization.srt 13.8 KB
  • ~Get Your Files Here !/4. Processing Raw Text with NLTK/8.1 regex-for-tokenization.py 578 B
  • ~Get Your Files Here !/5. Categorizing and Tagging Words with NLTK/1. Tagger.mp4 18.6 MB
  • ~Get Your Files Here !/5. Categorizing and Tagging Words with NLTK/1. Tagger.srt 13.4 KB
  • ~Get Your Files Here !/5. Categorizing and Tagging Words with NLTK/1.1 tagger.py 504 B
  • ~Get Your Files Here !/5. Categorizing and Tagging Words with NLTK/2. Tagged Corpus.mp4 20.8 MB
  • ~Get Your Files Here !/5. Categorizing and Tagging Words with NLTK/2. Tagged Corpus.srt 12.8 KB
  • ~Get Your Files Here !/5. Categorizing and Tagging Words with NLTK/2.1 tagged-corpus.py 604 B
  • ~Get Your Files Here !/5. Categorizing and Tagging Words with NLTK/3. The Default Tagger.mp4 24.4 MB
  • ~Get Your Files Here !/5. Categorizing and Tagging Words with NLTK/3. The Default Tagger.srt 14.3 KB
  • ~Get Your Files Here !/5. Categorizing and Tagging Words with NLTK/3.1 default-tagger.py 434 B
  • ~Get Your Files Here !/5. Categorizing and Tagging Words with NLTK/4. Regexp Tagger.mp4 24.2 MB
  • ~Get Your Files Here !/5. Categorizing and Tagging Words with NLTK/4. Regexp Tagger.srt 14.5 KB
  • ~Get Your Files Here !/5. Categorizing and Tagging Words with NLTK/4.1 regex-tagger.py 330 B
  • ~Get Your Files Here !/5. Categorizing and Tagging Words with NLTK/5. Unigram Tagger.mp4 16.8 MB
  • ~Get Your Files Here !/5. Categorizing and Tagging Words with NLTK/5. Unigram Tagger.srt 13.9 KB
  • ~Get Your Files Here !/5. Categorizing and Tagging Words with NLTK/5.1 unigram-tagging.py 704 B
  • ~Get Your Files Here !/5. Categorizing and Tagging Words with NLTK/6. Ngram Tagger.mp4 19.5 MB
  • ~Get Your Files Here !/5. Categorizing and Tagging Words with NLTK/6. Ngram Tagger.srt 16 KB
  • ~Get Your Files Here !/5. Categorizing and Tagging Words with NLTK/6.1 n-gram tagging.py 384 B
  • ~Get Your Files Here !/5. Categorizing and Tagging Words with NLTK/7. POS Tagging.html 149 B
  • ~Get Your Files Here !/6. Sentiment Analysis Text Classification Practical Projects/1. Machine Learning Overview.mp4 8.8 MB
  • ~Get Your Files Here !/6. Sentiment Analysis Text Classification Practical Projects/1. Machine Learning Overview.srt 8 KB
  • ~Get Your Files Here !/6. Sentiment Analysis Text Classification Practical Projects/2. Logic Of Naive Bayes.mp4 39.8 MB
  • ~Get Your Files Here !/6. Sentiment Analysis Text Classification Practical Projects/2. Logic Of Naive Bayes.srt 30.9 KB
  • ~Get Your Files Here !/6. Sentiment Analysis Text Classification Practical Projects/3. Project #1 Gender Prediction Application - Part 1.mp4 43.4 MB
  • ~Get Your Files Here !/6. Sentiment Analysis Text Classification Practical Projects/3. Project #1 Gender Prediction Application - Part 1.srt 34.5 KB
  • ~Get Your Files Here !/6. Sentiment Analysis Text Classification Practical Projects/3.1 gender-application-part1.py 1.8 KB
  • ~Get Your Files Here !/6. Sentiment Analysis Text Classification Practical Projects/4. Project #1 Gender Prediction Application - Part 2.mp4 27.2 MB
  • ~Get Your Files Here !/6. Sentiment Analysis Text Classification Practical Projects/4. Project #1 Gender Prediction Application - Part 2.srt 17.3 KB
  • ~Get Your Files Here !/6. Sentiment Analysis Text Classification Practical Projects/4.1 gender-application-part2.py 1.7 KB
  • ~Get Your Files Here !/6. Sentiment Analysis Text Classification Practical Projects/5. Project #1 Gender Prediction Application - Part 3.mp4 36.5 MB
  • ~Get Your Files Here !/6. Sentiment Analysis Text Classification Practical Projects/5. Project #1 Gender Prediction Application - Part 3.srt 20.7 KB
  • ~Get Your Files Here !/6. Sentiment Analysis Text Classification Practical Projects/5.1 gender-application-part3.py 2.6 KB
  • ~Get Your Files Here !/6. Sentiment Analysis Text Classification Practical Projects/6. Project #2 Document Classifier Application.mp4 65.1 MB
  • ~Get Your Files Here !/6. Sentiment Analysis Text Classification Practical Projects/6. Project #2 Document Classifier Application.srt 29.5 KB
  • ~Get Your Files Here !/6. Sentiment Analysis Text Classification Practical Projects/6.1 document-classifier.py 992 B
  • ~Get Your Files Here !/7. Extracting Info from Text/1. Information Extraction Architecture.mp4 5.8 MB
  • ~Get Your Files Here !/7. Extracting Info from Text/1. Information Extraction Architecture.srt 4.5 KB

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