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NLTK - Build Document Classifier and Spell Checker with Python --> [ DevCourseWeb ]

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File	Size
Get Bonus Downloads Here.url	182.00 B
~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/1. Introduction to NLP.mp4	12.88 MB
~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/1. Introduction to NLP.srt	9.25 kB
~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/2. Course Technical Requirements.html	2.42 kB
~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/2.1 requirements.txt	21.00 B
~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/3. Installing and Setting Up NLTK.mp4	5.95 MB
~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/3. Installing and Setting Up NLTK.srt	5.42 kB
~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/3.1 requirements.txt	21.00 B
~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/3.2 setting-up.py	29.00 B
~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/4. NLTK Accessing Texts.mp4	9.03 MB
~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/4. NLTK Accessing Texts.srt	6.37 kB
~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/4.1 accessing-texts.py	214.00 B
~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/5. Basic Functions concordance, similar, dispersion_plot, count.mp4	22.88 MB
~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/5. Basic Functions concordance, similar, dispersion_plot, count.srt	16.16 kB
~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/5.1 basic-functions.py	1.22 kB
~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/6. Summary NLTK Basic Functions.html	2.69 kB
~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/7. Frequency Distribution with NLTK.mp4	16.62 MB
~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/7. Frequency Distribution with NLTK.srt	12.21 kB
~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/7.1 Frequency-distributions.py	293.00 B
~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/8. Frequency Distribution on Your Text with NLTK.mp4	8.58 MB
~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/8. Frequency Distribution on Your Text with NLTK.srt	7.41 kB
~Get Your Files Here !/1. Getting Started with NLTK (Natural Language Processing Toolkit)/8.1 personal-frequency-distribution.py	354.00 B
~Get Your Files Here !/10. Bonus Material/1. More NLP Tutorials.html	511.00 B
~Get Your Files Here !/10. Bonus Material/2. What's Next for You.html	2.11 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	335.00 B
~Get Your Files Here !/3. Corpora/1. Accessing Corpora.mp4	17.88 MB
~Get Your Files Here !/3. Corpora/1. Accessing Corpora.srt	10.45 kB
~Get Your Files Here !/3. Corpora/1.1 accessing-corpora.py	1.05 kB
~Get Your Files Here !/3. Corpora/2. Loading Your Own Corpus.mp4	12.71 MB
~Get Your Files Here !/3. Corpora/2. Loading Your Own Corpus.srt	9.88 kB
~Get Your Files Here !/3. Corpora/2.1 loading-your-own-corpus.py	365.00 B
~Get Your Files Here !/3. Corpora/2.2 shakespeare-taming-of-the-shrew.txt	121.22 kB
~Get Your Files Here !/3. Corpora/3. Conditional Frequency Distribution.mp4	30.71 MB
~Get Your Files Here !/3. Corpora/3. Conditional Frequency Distribution.srt	18.53 kB
~Get Your Files Here !/3. Corpora/3.1 conditional-frequency-distribution.py	631.00 B
~Get Your Files Here !/3. Corpora/4. Lexical Resources Vocabulary.mp4	25.55 MB
~Get Your Files Here !/3. Corpora/4. Lexical Resources Vocabulary.srt	17.25 kB
~Get Your Files Here !/3. Corpora/4.1 lexical-resources-vocabulary.py	474.00 B
~Get Your Files Here !/3. Corpora/5. Terminology.html	3.50 kB
~Get Your Files Here !/3. Corpora/6. NLP Basic Terminology.html	149.00 B
~Get Your Files Here !/4. Processing Raw Text with NLTK/1. NLP Pipeline.mp4	31.78 MB
~Get Your Files Here !/4. Processing Raw Text with NLTK/1. NLP Pipeline.srt	8.17 kB
~Get Your Files Here !/4. Processing Raw Text with NLTK/2. Tokenization.mp4	33.67 MB
~Get Your Files Here !/4. Processing Raw Text with NLTK/2. Tokenization.srt	10.52 kB
~Get Your Files Here !/4. Processing Raw Text with NLTK/2.1 shakespeare-taming-of-the-shrew.txt	121.22 kB
~Get Your Files Here !/4. Processing Raw Text with NLTK/2.2 tokenization.py	565.00 B
~Get Your Files Here !/4. Processing Raw Text with NLTK/3. What is Token.html	149.00 B
~Get Your Files Here !/4. Processing Raw Text with NLTK/4. Regular Expressions.mp4	26.23 MB
~Get Your Files Here !/4. Processing Raw Text with NLTK/4. Regular Expressions.srt	15.51 kB
~Get Your Files Here !/4. Processing Raw Text with NLTK/4.1 regular-expressions.py	487.00 B
~Get Your Files Here !/4. Processing Raw Text with NLTK/5. Applications of Regex.mp4	18.26 MB
~Get Your Files Here !/4. Processing Raw Text with NLTK/5. Applications of Regex.srt	14.87 kB
~Get Your Files Here !/4. Processing Raw Text with NLTK/5.1 applications-of-regex.py	503.00 B
~Get Your Files Here !/4. Processing Raw Text with NLTK/6. Stemming.mp4	13.75 MB
~Get Your Files Here !/4. Processing Raw Text with NLTK/6. Stemming.srt	12.68 kB
~Get Your Files Here !/4. Processing Raw Text with NLTK/6.1 stemming.py	461.00 B
~Get Your Files Here !/4. Processing Raw Text with NLTK/7. Lemmatization.mp4	25.81 MB
~Get Your Files Here !/4. Processing Raw Text with NLTK/7. Lemmatization.srt	13.09 kB
~Get Your Files Here !/4. Processing Raw Text with NLTK/7.1 lemmatization.py	598.00 B
~Get Your Files Here !/4. Processing Raw Text with NLTK/8. Regex for Tokenization.mp4	20.66 MB
~Get Your Files Here !/4. Processing Raw Text with NLTK/8. Regex for Tokenization.srt	13.82 kB
~Get Your Files Here !/4. Processing Raw Text with NLTK/8.1 regex-for-tokenization.py	578.00 B
~Get Your Files Here !/5. Categorizing and Tagging Words with NLTK/1. Tagger.mp4	18.58 MB
~Get Your Files Here !/5. Categorizing and Tagging Words with NLTK/1. Tagger.srt	13.42 kB
~Get Your Files Here !/5. Categorizing and Tagging Words with NLTK/1.1 tagger.py	504.00 B
~Get Your Files Here !/5. Categorizing and Tagging Words with NLTK/2. Tagged Corpus.mp4	20.77 MB
~Get Your Files Here !/5. Categorizing and Tagging Words with NLTK/2. Tagged Corpus.srt	12.77 kB
~Get Your Files Here !/5. Categorizing and Tagging Words with NLTK/2.1 tagged-corpus.py	604.00 B
~Get Your Files Here !/5. Categorizing and Tagging Words with NLTK/3. The Default Tagger.mp4	24.41 MB
~Get Your Files Here !/5. Categorizing and Tagging Words with NLTK/3. The Default Tagger.srt	14.31 kB
~Get Your Files Here !/5. Categorizing and Tagging Words with NLTK/3.1 default-tagger.py	434.00 B
~Get Your Files Here !/5. Categorizing and Tagging Words with NLTK/4. Regexp Tagger.mp4	24.20 MB
~Get Your Files Here !/5. Categorizing and Tagging Words with NLTK/4. Regexp Tagger.srt	14.46 kB
~Get Your Files Here !/5. Categorizing and Tagging Words with NLTK/4.1 regex-tagger.py	330.00 B
~Get Your Files Here !/5. Categorizing and Tagging Words with NLTK/5. Unigram Tagger.mp4	16.76 MB
~Get Your Files Here !/5. Categorizing and Tagging Words with NLTK/5. Unigram Tagger.srt	13.92 kB
~Get Your Files Here !/5. Categorizing and Tagging Words with NLTK/5.1 unigram-tagging.py	704.00 B
~Get Your Files Here !/5. Categorizing and Tagging Words with NLTK/6. Ngram Tagger.mp4	19.49 MB
~Get Your Files Here !/5. Categorizing and Tagging Words with NLTK/6. Ngram Tagger.srt	15.95 kB
~Get Your Files Here !/5. Categorizing and Tagging Words with NLTK/6.1 n-gram tagging.py	384.00 B
~Get Your Files Here !/5. Categorizing and Tagging Words with NLTK/7. POS Tagging.html	149.00 B
~Get Your Files Here !/6. Sentiment Analysis Text Classification Practical Projects/1. Machine Learning Overview.mp4	8.80 MB
~Get Your Files Here !/6. Sentiment Analysis Text Classification Practical Projects/1. Machine Learning Overview.srt	8.03 kB
~Get Your Files Here !/6. Sentiment Analysis Text Classification Practical Projects/2. Logic Of Naive Bayes.mp4	39.80 MB
~Get Your Files Here !/6. Sentiment Analysis Text Classification Practical Projects/2. Logic Of Naive Bayes.srt	30.88 kB
~Get Your Files Here !/6. Sentiment Analysis Text Classification Practical Projects/3. Project #1 Gender Prediction Application - Part 1.mp4	43.38 MB
~Get Your Files Here !/6. Sentiment Analysis Text Classification Practical Projects/3. Project #1 Gender Prediction Application - Part 1.srt	34.45 kB
~Get Your Files Here !/6. Sentiment Analysis Text Classification Practical Projects/3.1 gender-application-part1.py	1.80 kB
~Get Your Files Here !/6. Sentiment Analysis Text Classification Practical Projects/4. Project #1 Gender Prediction Application - Part 2.mp4	27.17 MB
~Get Your Files Here !/6. Sentiment Analysis Text Classification Practical Projects/4. Project #1 Gender Prediction Application - Part 2.srt	17.29 kB
~Get Your Files Here !/6. Sentiment Analysis Text Classification Practical Projects/4.1 gender-application-part2.py	1.66 kB
~Get Your Files Here !/6. Sentiment Analysis Text Classification Practical Projects/5. Project #1 Gender Prediction Application - Part 3.mp4	36.51 MB
~Get Your Files Here !/6. Sentiment Analysis Text Classification Practical Projects/5. Project #1 Gender Prediction Application - Part 3.srt	20.73 kB
~Get Your Files Here !/6. Sentiment Analysis Text Classification Practical Projects/5.1 gender-application-part3.py	2.56 kB
~Get Your Files Here !/6. Sentiment Analysis Text Classification Practical Projects/6. Project #2 Document Classifier Application.mp4	65.11 MB
~Get Your Files Here !/6. Sentiment Analysis Text Classification Practical Projects/6. Project #2 Document Classifier Application.srt	29.48 kB
~Get Your Files Here !/6. Sentiment Analysis Text Classification Practical Projects/6.1 document-classifier.py	992.00 B
~Get Your Files Here !/7. Extracting Info from Text/1. Information Extraction Architecture.mp4	5.85 MB
~Get Your Files Here !/7. Extracting Info from Text/1. Information Extraction Architecture.srt	4.54 kB
~Get Your Files Here !/7. Extracting Info from Text/2. Chunking Overiew.mp4	5.61 MB
~Get Your Files Here !/7. Extracting Info from Text/2. Chunking Overiew.srt	4.85 kB
~Get Your Files Here !/7. Extracting Info from Text/3. Chunking in Coding.mp4	6.01 MB
~Get Your Files Here !/7. Extracting Info from Text/3. Chunking in Coding.srt	5.35 kB
~Get Your Files Here !/7. Extracting Info from Text/3.1 noun-phrase-chunking.py	278.00 B
~Get Your Files Here !/7. Extracting Info from Text/4. Exercise Named Entity Recognition.html	1.25 kB
~Get Your Files Here !/7. Extracting Info from Text/5. Chinking.mp4	14.59 MB
~Get Your Files Here !/7. Extracting Info from Text/5. Chinking.srt	13.94 kB
~Get Your Files Here !/7. Extracting Info from Text/5.1 chinking.py	429.00 B
~Get Your Files Here !/7. Extracting Info from Text/6. Stanford NLP API.mp4	10.04 MB
~Get Your Files Here !/7. Extracting Info from Text/6. Stanford NLP API.srt	9.33 kB
~Get Your Files Here !/7. Extracting Info from Text/7. Chunking and Chinking.html	149.00 B
~Get Your Files Here !/8. NLP Course Concolusion/1. Conclusion.mp4	3.41 MB
~Get Your Files Here !/8. NLP Course Concolusion/1. Conclusion.srt	2.94 kB
~Get Your Files Here !/9. Advanced NLTK Topics/1. Edit Distance Example.mp4	14.76 MB
~Get Your Files Here !/9. Advanced NLTK Topics/1. Edit Distance Example.srt	2.10 kB
~Get Your Files Here !/9. Advanced NLTK Topics/2. Edit Distance - Spelling Checker.mp4	9.06 MB
~Get Your Files Here !/9. Advanced NLTK Topics/2. Edit Distance - Spelling Checker.srt	1.36 kB
~Get Your Files Here !/9. Advanced NLTK Topics/3. Appendix List of Correct Words for Spelling Checkers.html	1,003.00 B
~Get Your Files Here !/9. Advanced NLTK Topics/4. Edit Distance - Plagiarism Checker Translation Memory.mp4	16.22 MB
~Get Your Files Here !/9. Advanced NLTK Topics/4. Edit Distance - Plagiarism Checker Translation Memory.srt	1.86 kB
~Get Your Files Here !/Bonus Resources.txt	386.00 B

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...