https://github.com/simranshaikh20/natural-language-processing
This repo contain entire guidance and projects from scratch to pro in nlp .
https://github.com/simranshaikh20/natural-language-processing
Last synced: over 1 year ago
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This repo contain entire guidance and projects from scratch to pro in nlp .
- Host: GitHub
- URL: https://github.com/simranshaikh20/natural-language-processing
- Owner: SimranShaikh20
- Created: 2024-08-29T10:56:46.000Z (almost 2 years ago)
- Default Branch: main
- Last Pushed: 2024-08-31T17:54:42.000Z (almost 2 years ago)
- Last Synced: 2024-11-22T02:46:40.336Z (over 1 year ago)
- Language: Jupyter Notebook
- Size: 23.4 KB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Natural-Language-Processing
This repo contain entire guidance and projects from scratch to pro in nlp .
# Roadmap for NLP:
1] Programming Language - Python
2] Text Preprocessing – Tokenaization , lemmataization , stemming, stop word
[aim : cleaning input and conversion from text to tokens]
3] Text Preprocessing – back of word , Unigram , bigram
[ aim : converting text data into vector ]
4] Text Preprocessing – word2verc, average word2verc
[ aim : conversion from text to vector better then previous step ]
5] Deep learning – RNM, GRU , GRU RNM [ Spam Classification..]
6] Text Preprocessing – word embedding
7] Transformal
8] Accurate Data