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[ DevCourseWeb com ] Udemy - NLTK - Build Document Classifier and Spell Checker with Python
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1. Getting Started with NLTK (Natural Language Processing Toolkit)
1. Introduction to NLP.mp4
1. Introduction to NLP.srt
2. Course Technical Requirements.html
2.1 requirements.txt
3. Installing and Setting Up NLTK.mp4
3. Installing and Setting Up NLTK.srt
3.1 requirements.txt
3.2 setting-up.py
4. NLTK Accessing Texts.mp4
4. NLTK Accessing Texts.srt
4.1 accessing-texts.py
5. Basic Functions concordance, similar, dispersion_plot, count.mp4
5. Basic Functions concordance, similar, dispersion_plot, count.srt
5.1 basic-functions.py
6. Summary NLTK Basic Functions.html
7. Frequency Distribution with NLTK.mp4
7. Frequency Distribution with NLTK.srt
7.1 Frequency-distributions.py
8. Frequency Distribution on Your Text with NLTK.mp4
8. Frequency Distribution on Your Text with NLTK.srt
8.1 personal-frequency-distribution.py
10. Bonus Material
1. More NLP Tutorials.html
2. What's Next for You.html
2. Do you want to learn a specific NLP topic
1. Do you want to learn a specific NLTK or NLP topic.html
3. Corpora
1. Accessing Corpora.mp4
1. Accessing Corpora.srt
1.1 accessing-corpora.py
2. Loading Your Own Corpus.mp4
2. Loading Your Own Corpus.srt
2.1 loading-your-own-corpus.py
2.2 shakespeare-taming-of-the-shrew.txt
3. Conditional Frequency Distribution.mp4
3. Conditional Frequency Distribution.srt
3.1 conditional-frequency-distribution.py
4. Lexical Resources Vocabulary.mp4
4. Lexical Resources Vocabulary.srt
4.1 lexical-resources-vocabulary.py
5. Terminology.html
6. NLP Basic Terminology.html
4. Processing Raw Text with NLTK
1. NLP Pipeline.mp4
1. NLP Pipeline.srt
2. Tokenization.mp4
2. Tokenization.srt
2.1 shakespeare-taming-of-the-shrew.txt
2.2 tokenization.py
3. What is Token.html
4. Regular Expressions.mp4
4. Regular Expressions.srt
4.1 regular-expressions.py
5. Applications of Regex.mp4
5. Applications of Regex.srt
5.1 applications-of-regex.py
6. Stemming.mp4
6. Stemming.srt
6.1 stemming.py
7. Lemmatization.mp4
7. Lemmatization.srt
7.1 lemmatization.py
8. Regex for Tokenization.mp4
8. Regex for Tokenization.srt
8.1 regex-for-tokenization.py
5. Categorizing and Tagging Words with NLTK
1. Tagger.mp4
1. Tagger.srt
1.1 tagger.py
2. Tagged Corpus.mp4
2. Tagged Corpus.srt
2.1 tagged-corpus.py
3. The Default Tagger.mp4
3. The Default Tagger.srt
3.1 default-tagger.py
4. Regexp Tagger.mp4
4. Regexp Tagger.srt
4.1 regex-tagger.py
5. Unigram Tagger.mp4
5. Unigram Tagger.srt
5.1 unigram-tagging.py
6. Ngram Tagger.mp4
6. Ngram Tagger.srt
6.1 n-gram tagging.py
7. POS Tagging.html
6. Sentiment Analysis Text Classification Practical Projects
1. Machine Learning Overview.mp4
1. Machine Learning Overview.srt
2. Logic Of Naive Bayes.mp4
2. Logic Of Naive Bayes.srt
3. Project #1 Gender Prediction Application - Part 1.mp4
3. Project #1 Gender Prediction Application - Part 1.srt
3.1 gender-application-part1.py
4. Project #1 Gender Prediction Application - Part 2.mp4
4. Project #1 Gender Prediction Application - Part 2.srt
4.1 gender-application-part2.py
5. Project #1 Gender Prediction Application - Part 3.mp4
5. Project #1 Gender Prediction Application - Part 3.srt
5.1 gender-application-part3.py
6. Project #2 Document Classifier Application.mp4
6. Project #2 Document Classifier Application.srt
6.1 document-classifier.py
7. Extracting Info from Text
1. Information Extraction Architecture.mp4
1. Information Extraction Architecture.srt
2. Chunking Overiew.mp4
2. Chunking Overiew.srt
3. Chunking in Coding.mp4
3. Chunking in Coding.srt
3.1 noun-phrase-chunking.py
4. Exercise Named Entity Recognition.html
5. Chinking.mp4
5. Chinking.srt
5.1 chinking.py
6. Stanford NLP API.mp4
6. Stanford NLP API.srt
7. Chunking and Chinking.html
8. NLP Course Concolusion
1. Conclusion.mp4
1. Conclusion.srt
9. Advanced NLTK Topics
1. Edit Distance Example.mp4
1. Edit Distance Example.srt
2. Edit Distance - Spelling Checker.mp4
2. Edit Distance - Spelling Checker.srt
3. Appendix List of Correct Words for Spelling Checkers.html
4. Edit Distance - Plagiarism Checker Translation Memory.mp4
4. Edit Distance - Plagiarism Checker Translation Memory.srt
Bonus Resources.txt
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