Sunbelt Computer Software

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 So, the tools and codes used in this repository might be outdated at the time you exploring the repository.

Name		Name	Last commit message	Last commit date
Latest commit History 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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