Udemy - NLTK - Build Document Classifier And Spell Checker With Python

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

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Udemy - NLTK - Build Document Classifier and Spell Checker with Python.torrent
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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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Files in this torrent

FILENAMESIZE
~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/1. Introduction to NLP.mp412.9 MB
~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/1. Introduction to NLP.srt9.2 KB
~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/2. Course Technical Requirements.html2.4 KB
~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/2.1 requirements.txt21 B
~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/3. Installing and Setting Up NLTK.mp46 MB
~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/3. Installing and Setting Up NLTK.srt5.4 KB
~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/3.1 requirements.txt21 B
~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/3.2 setting-up.py29 B
~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/4. NLTK Accessing Texts.mp49 MB
~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/4. NLTK Accessing Texts.srt6.4 KB
~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/4.1 accessing-texts.py214 B
~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/5. Basic Functions concordance, similar, dispersion_plot, count.mp422.9 MB
~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/5. Basic Functions concordance, similar, dispersion_plot, count.srt16.2 KB
~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/5.1 basic-functions.py1.2 KB
~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/6. Summary NLTK Basic Functions.html2.7 KB
~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/7. Frequency Distribution with NLTK.mp416.6 MB
~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/7. Frequency Distribution with NLTK.srt12.2 KB
~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/7.1 Frequency-distributions.py293 B
~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/8. Frequency Distribution on Your Text with NLTK.mp48.6 MB
~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/8. Frequency Distribution on Your Text with NLTK.srt7.4 KB
~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/8.1 personal-frequency-distribution.py354 B
~Get Your Files Here !/10. Bonus Material/1. More NLP Tutorials.html511 B
~Get Your Files Here !/10. Bonus Material/2. What's Next for You.html2.1 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.html335 B
~Get Your Files Here !/3. Corpora/1. Accessing Corpora.mp417.9 MB
~Get Your Files Here !/3. Corpora/1. Accessing Corpora.srt10.5 KB
~Get Your Files Here !/3. Corpora/1.1 accessing-corpora.py1.1 KB
~Get Your Files Here !/3. Corpora/2. Loading Your Own Corpus.mp412.7 MB
~Get Your Files Here !/3. Corpora/2. Loading Your Own Corpus.srt9.9 KB
~Get Your Files Here !/3. Corpora/2.1 loading-your-own-corpus.py365 B
~Get Your Files Here !/3. Corpora/2.2 shakespeare-taming-of-the-shrew.txt121.2 KB
~Get Your Files Here !/3. Corpora/3. Conditional Frequency Distribution.mp430.7 MB
~Get Your Files Here !/3. Corpora/3. Conditional Frequency Distribution.srt18.5 KB
~Get Your Files Here !/3. Corpora/3.1 conditional-frequency-distribution.py631 B
~Get Your Files Here !/3. Corpora/4. Lexical Resources Vocabulary.mp425.5 MB
~Get Your Files Here !/3. Corpora/4. Lexical Resources Vocabulary.srt17.3 KB
~Get Your Files Here !/3. Corpora/4.1 lexical-resources-vocabulary.py474 B
~Get Your Files Here !/3. Corpora/5. Terminology.html3.5 KB
~Get Your Files Here !/3. Corpora/6. NLP Basic Terminology.html149 B
~Get Your Files Here !/4. Processing Raw Text with NLTK/1. NLP Pipeline.mp431.8 MB
~Get Your Files Here !/4. Processing Raw Text with NLTK/1. NLP Pipeline.srt8.2 KB
~Get Your Files Here !/4. Processing Raw Text with NLTK/2. Tokenization.mp433.7 MB
~Get Your Files Here !/4. Processing Raw Text with NLTK/2. Tokenization.srt10.5 KB
~Get Your Files Here !/4. Processing Raw Text with NLTK/2.1 shakespeare-taming-of-the-shrew.txt121.2 KB
~Get Your Files Here !/4. Processing Raw Text with NLTK/2.2 tokenization.py565 B
~Get Your Files Here !/4. Processing Raw Text with NLTK/3. What is Token.html149 B
~Get Your Files Here !/4. Processing Raw Text with NLTK/4. Regular Expressions.mp426.2 MB
~Get Your Files Here !/4. Processing Raw Text with NLTK/4. Regular Expressions.srt15.5 KB
~Get Your Files Here !/4. Processing Raw Text with NLTK/4.1 regular-expressions.py487 B
~Get Your Files Here !/4. Processing Raw Text with NLTK/5. Applications of Regex.mp418.3 MB
~Get Your Files Here !/4. Processing Raw Text with NLTK/5. Applications of Regex.srt14.9 KB
~Get Your Files Here !/4. Processing Raw Text with NLTK/5.1 applications-of-regex.py503 B
~Get Your Files Here !/4. Processing Raw Text with NLTK/6. Stemming.mp413.7 MB
~Get Your Files Here !/4. Processing Raw Text with NLTK/6. Stemming.srt12.7 KB
~Get Your Files Here !/4. Processing Raw Text with NLTK/6.1 stemming.py461 B
~Get Your Files Here !/4. Processing Raw Text with NLTK/7. Lemmatization.mp425.8 MB
~Get Your Files Here !/4. Processing Raw Text with NLTK/7. Lemmatization.srt13.1 KB
~Get Your Files Here !/4. Processing Raw Text with NLTK/7.1 lemmatization.py598 B
~Get Your Files Here !/4. Processing Raw Text with NLTK/8. Regex for Tokenization.mp420.7 MB
~Get Your Files Here !/4. Processing Raw Text with NLTK/8. Regex for Tokenization.srt13.8 KB
~Get Your Files Here !/4. Processing Raw Text with NLTK/8.1 regex-for-tokenization.py578 B
~Get Your Files Here !/5. Categorizing and Tagging Words with NLTK/1. Tagger.mp418.6 MB
~Get Your Files Here !/5. Categorizing and Tagging Words with NLTK/1. Tagger.srt13.4 KB
~Get Your Files Here !/5. Categorizing and Tagging Words with NLTK/1.1 tagger.py504 B
~Get Your Files Here !/5. Categorizing and Tagging Words with NLTK/2. Tagged Corpus.mp420.8 MB
~Get Your Files Here !/5. Categorizing and Tagging Words with NLTK/2. Tagged Corpus.srt12.8 KB
~Get Your Files Here !/5. Categorizing and Tagging Words with NLTK/2.1 tagged-corpus.py604 B
~Get Your Files Here !/5. Categorizing and Tagging Words with NLTK/3. The Default Tagger.mp424.4 MB
~Get Your Files Here !/5. Categorizing and Tagging Words with NLTK/3. The Default Tagger.srt14.3 KB
~Get Your Files Here !/5. Categorizing and Tagging Words with NLTK/3.1 default-tagger.py434 B
~Get Your Files Here !/5. Categorizing and Tagging Words with NLTK/4. Regexp Tagger.mp424.2 MB
~Get Your Files Here !/5. Categorizing and Tagging Words with NLTK/4. Regexp Tagger.srt14.5 KB
~Get Your Files Here !/5. Categorizing and Tagging Words with NLTK/4.1 regex-tagger.py330 B
~Get Your Files Here !/5. Categorizing and Tagging Words with NLTK/5. Unigram Tagger.mp416.8 MB
~Get Your Files Here !/5. Categorizing and Tagging Words with NLTK/5. Unigram Tagger.srt13.9 KB
~Get Your Files Here !/5. Categorizing and Tagging Words with NLTK/5.1 unigram-tagging.py704 B
~Get Your Files Here !/5. Categorizing and Tagging Words with NLTK/6. Ngram Tagger.mp419.5 MB
~Get Your Files Here !/5. Categorizing and Tagging Words with NLTK/6. Ngram Tagger.srt16 KB
~Get Your Files Here !/5. Categorizing and Tagging Words with NLTK/6.1 n-gram tagging.py384 B
~Get Your Files Here !/5. Categorizing and Tagging Words with NLTK/7. POS Tagging.html149 B
~Get Your Files Here !/6. Sentiment Analysis Text Classification Practical Projects/1. Machine Learning Overview.mp48.8 MB
~Get Your Files Here !/6. Sentiment Analysis Text Classification Practical Projects/1. Machine Learning Overview.srt8 KB
~Get Your Files Here !/6. Sentiment Analysis Text Classification Practical Projects/2. Logic Of Naive Bayes.mp439.8 MB
~Get Your Files Here !/6. Sentiment Analysis Text Classification Practical Projects/2. Logic Of Naive Bayes.srt30.9 KB
~Get Your Files Here !/6. Sentiment Analysis Text Classification Practical Projects/3. Project #1 Gender Prediction Application - Part 1.mp443.4 MB
~Get Your Files Here !/6. Sentiment Analysis Text Classification Practical Projects/3. Project #1 Gender Prediction Application - Part 1.srt34.5 KB
~Get Your Files Here !/6. Sentiment Analysis Text Classification Practical Projects/3.1 gender-application-part1.py1.8 KB
~Get Your Files Here !/6. Sentiment Analysis Text Classification Practical Projects/4. Project #1 Gender Prediction Application - Part 2.mp427.2 MB
~Get Your Files Here !/6. Sentiment Analysis Text Classification Practical Projects/4. Project #1 Gender Prediction Application - Part 2.srt17.3 KB
~Get Your Files Here !/6. Sentiment Analysis Text Classification Practical Projects/4.1 gender-application-part2.py1.7 KB
~Get Your Files Here !/6. Sentiment Analysis Text Classification Practical Projects/5. Project #1 Gender Prediction Application - Part 3.mp436.5 MB
~Get Your Files Here !/6. Sentiment Analysis Text Classification Practical Projects/5. Project #1 Gender Prediction Application - Part 3.srt20.7 KB
~Get Your Files Here !/6. Sentiment Analysis Text Classification Practical Projects/5.1 gender-application-part3.py2.6 KB
~Get Your Files Here !/6. Sentiment Analysis Text Classification Practical Projects/6. Project #2 Document Classifier Application.mp465.1 MB
~Get Your Files Here !/6. Sentiment Analysis Text Classification Practical Projects/6. Project #2 Document Classifier Application.srt29.5 KB
~Get Your Files Here !/6. Sentiment Analysis Text Classification Practical Projects/6.1 document-classifier.py992 B
~Get Your Files Here !/7. Extracting Info from Text/1. Information Extraction Architecture.mp45.8 MB
~Get Your Files Here !/7. Extracting Info from Text/1. Information Extraction Architecture.srt4.5 KB

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