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WebToolTip com Udemy Master Nlp With Nltk In Python

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[ WebToolTip.com ] Udemy - Master Nlp With Nltk In Python

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Total Size

3.1 GB

Total Files

98

Last Seen

2025-07-21 00:43

Hash

3538AE770B537CC004BDA01E0953D5A60568EAE5

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Get Bonus Downloads Here.url

0.2 KB

/.../1 - Course Introduction Setup/

1 - What is NLP Why It Matters.mkv

13.8 MB

2 - What is NLTK and Why Learn It.mkv

11.3 MB

3 - Install Python Jupyter NLTK.mkv

29.8 MB

4 - Downloading NLTK Resources.mkv

12.7 MB

5 - Run Your First NLP Code.mkv

14.1 MB

6 - Course Structure and Projects Walkthrough.mkv

15.0 MB

/.../2 - Text Preprocessing Essentials/

10 - PorterStemmer.ipynb

2.8 KB

10 - Stemming.mkv

18.5 MB

11 - Lemmatization.ipynb

3.2 KB

11 - Lemmatization.mkv

28.0 MB

12 - Normzalization.ipynb

4.8 KB

12 - Text Normalization Lowercasing Removing Punctuations.mkv

34.3 MB

13 - Full Text Preprocessing Pipeline.mkv

76.1 MB

13 - TextPreProcessingPipeline.ipynb

6.3 KB

14 - Common Preprocessing Mistakes.mkv

14.5 MB

7 - Introduction to Text Preprocessing.mkv

16.9 MB

8 - Tokenization Words Sentences.mkv

37.3 MB

8 - Tokenization.ipynb

2.8 KB

9 - StopWords.ipynb

6.7 KB

9 - Stopwords Removal.mkv

48.9 MB

/.../3 - Working with Corpora/

15 - What is a Corpus.mkv

46.0 MB

16 - Exploring the Gutenberg Corpus.mkv

120.4 MB

16 - Exploring-gutenberg-corpus.ipynb

52.9 KB

17 - Analyzing the Reuters Corpus.mkv

91.9 MB

17 - Analyzing-Reuters.ipynb

52.5 KB

18 - Brown Corpus and Genre Analysis.mkv

88.4 MB

18 - Brown-Corpus.ipynb

15.5 KB

19 - Frequency Distributions.mkv

26.2 MB

20 - Concordance Collocations and Dispersion.mkv

84.0 MB

20 - Concordance-and-relationships.ipynb

105.5 KB

21 - Building Your Own TextCorpusReader.mkv

85.7 MB

21 - Creating-custom-corpus.ipynb

5.1 KB

22 - Author-Style-Analyzer.ipynb

54.9 KB

22 - Mini Project Author Style Analyzer.mkv

125.3 MB

/.../4 - POS Tagging Chunking/

23 - Introduction to POS Tagging.mkv

17.7 MB

24 - Using NLTKs postag.mkv

36.2 MB

24 - pos-tag.ipynb

15.4 KB

25 - Understanding POS Tagsets.mkv

25.6 MB

25 - pos-tag.ipynb

15.4 KB

26 - Custom POS Tagging using Tagged Corpora.mkv

38.6 MB

26 - pos-tag.ipynb

15.4 KB

27 - What is Chunking.mkv

118.2 MB

27 - chunking-with-regex.ipynb

127.1 KB

28 - Mini Project Skills Extraction From Resume.mkv

38.5 MB

28 - Skills-Extractor.ipynb

13.9 KB

/.../5 - Text Classification with NLTK/

29 - Introduction to Text Classification.mkv

74.4 MB

30 - Bag of Words BoW Model.mkv

29.7 MB

30 - bow-features.ipynb

1.7 KB

31 - Feature Extraction in NLTK.mkv

52.0 MB

31 - bow-features.ipynb

1.7 KB

32 - Naive Bayes Classifier with NLTK.mkv

20.0 MB

32 - bow-features.ipynb

1.7 KB

32 - classification-model-on-movie-review.ipynb

46.9 KB

33 - Evaluating Classifier Performance.mkv

24.3 MB

34 - Improving Feature Engineering.mkv

35.3 MB

/.../6 - Language Modeling Ngrams/

35 - What is a Language Model.mkv

162.2 MB

36 - Introduction to Ngrams.mkv

29.7 MB

36 - ngram.ipynb

5.7 KB

37 - Building a Basic Ngram Language Model.mkv

54.6 MB

37 - ngram.ipynb

5.7 KB

38 - Generating Text Using Ngrams.mkv

91.2 MB

38 - Generating-Text-Using-Bigram.ipynb

8.1 KB

39 - Generate-Text-using-real-corpus.ipynb

9.7 KB

39 - Mini Project Build Your Own Shakespeare and Austen Emma Generator.mkv

194.8 MB

40 - AutoComplete.ipynb

9.8 KB

40 - Mini Project AutoComplete Like Feature.mkv

113.5 MB

/.../7 - Named Entity Recognition NER Syntax Trees/

41 - What is Named Entity Recognition NER.mkv

29.1 MB

41 - ne-chunk.ipynb

27.4 KB

42 - NLTKs BuiltIn NER with nechunk.mkv

52.3 MB

42 - ne-chunk.ipynb

27.4 KB

43 - Visualizing Parse Trees.mkv

27.8 MB

43 - ne-chunk.ipynb

27.4 KB

44 - Extracting Named Entities from Trees.mkv

45.2 MB

44 - ne-chunk.ipynb

27.4 KB

/.../8 - Information Extraction Regex/

45 - Intro-to-RE.ipynb

6.6 KB

45 - What is Information Extraction.mkv

14.4 MB

46 - Intro to Regular Expressions Regex for NLP.mkv

62.0 MB

46 - Intro-to-RE.ipynb

6.6 KB

47 - Extracting Common Entities with Regex.mkv

83.1 MB

47 - Intro-to-RE.ipynb

6.6 KB

48 - Intro-to-RE.ipynb

6.6 KB

48 - Token and Phrase Pattern Matching with NLTK.mkv

33.1 MB

/.../9 - WordNet and Semantic Analysis/

49 - Exploring-the-WordNet.ipynb

19.3 KB

49 - Introduction to WordNet.mkv

14.8 MB

50 - Exploring Synsets and Lemmas.mkv

16.3 MB

50 - Exploring-the-WordNet.ipynb

19.3 KB

51 - Exploring-the-WordNet.ipynb

19.3 KB

51 - Synonyms Antonyms and Lemmas.mkv

86.2 MB

52 - Exploring-the-WordNet.ipynb

19.3 KB

52 - Hypernyms Hyponyms Meronyms.mkv

28.2 MB

53 - Exploring-the-WordNet.ipynb

19.3 KB

53 - Semantic Similarity Measures.mkv

49.5 MB

54 - Exploring-the-WordNet.ipynb

19.3 KB

54 - Word Sense Disambiguation WSD.mkv

41.1 MB

55 - Mini Project Synonym Sentence Swapper.mkv

308.8 MB

55 - Synonyms-Swap-Sentence-Rewriter.ipynb

8.5 KB

/~Get Your Files Here !/

Bonus Resources.txt

0.1 KB

 

Total files 98


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