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19 Commits
csv_files
csv_files
 
 
.gitignore
.gitignore
 
 
1 Lowercase.ipynb
1 Lowercase.ipynb
 
 
10 Named Entity Recognition (NER).ipynb
10 Named Entity Recognition (NER).ipynb
 
 
11 Identifying Parts of Speech and Named Entities Practical.ipynb
11 Identifying Parts of Speech and Named Entities Practical.ipynb
 
 
12 Rule-based Sentiment Analysis and Pre-trained Transformer.ipynb
12 Rule-based Sentiment Analysis and Pre-trained Transformer.ipynb
 
 
13 Sentiment Analysis Practical.ipynb
13 Sentiment Analysis Practical.ipynb
 
 
14 Bag of Words Model and TF-IDF.ipynb
14 Bag of Words Model and TF-IDF.ipynb
 
 
15 Latent Dirichlet Allocation (LDA).ipynb
15 Latent Dirichlet Allocation (LDA).ipynb
 
 
16 Latent Semantic Analysis (LSA).ipynb
16 Latent Semantic Analysis (LSA).ipynb
 
 
17 Custom Text Classifier.ipynb
17 Custom Text Classifier.ipynb
 
 
18 Categorizing Fake News.ipynb
18 Categorizing Fake News.ipynb
 
 
2 Removing Stop Words.ipynb
2 Removing Stop Words.ipynb
 
 
3 Regular Expressions.ipynb
3 Regular Expressions.ipynb
 
 
4 Tokenization.ipynb
4 Tokenization.ipynb
 
 
5 Stemming.ipynb
5 Stemming.ipynb
 
 
6 Lemmatization.ipynb
6 Lemmatization.ipynb
 
 
7 N-grams.ipynb
7 N-grams.ipynb
 
 
8 Text Preprocessing Practical.ipynb
8 Text Preprocessing Practical.ipynb
 
 
9 Parts of Speech (POS) Tagging.ipynb
9 Parts of Speech (POS) Tagging.ipynb
 
 
README.md
README.md
 
 
requirements.txt
requirements.txt
 
 

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natural-language-processing-python

Date created: February 28, 2025

This is a repository of notebooks I created while learning Natural Language Processing in The AI Engineer Course 2025: Complete AI Engineer Bootcamp course offered by 365 Careers.

Important

The world of AI is constantly evolving with new techniques and models emerging constantly. So, the tools and codes used in this repository might be outdated at the time you exploring the repository.

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Jupyter notebooks on Natural Language Processing.

Topics

python natural-language-processing sentiment-analysis sklearn jupyter-notebook n-grams gensim pos-tagging tokenization text-preprocessing stemming-and-lemmatization

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