| Title | Packages | Code | |
|---|---|---|---|
| 1 | Cleaning, Stop Words Removal, Stemming, Lemmatization, Bag of Words, TF-IDF | NLTK, SkLearn | NLP 1 |
| 2 | Word2Vec | Gensim | NLP 2 |
| 3 | Spam Classification : Bow, TF-IDF, Word2Vec | NLTK, Gensim, SkLearn, Pandas | NLP 3 |
| 4 | Word Embedding Techniques using Embedding Layer in Keras | Keras | NLP 4 |
| 5 | Fake News Classifier using LSTM | NLTK, Keras | NLP 5 |
| 6 | Topic Modeling with LDA | NLTK, spaCy, Gensim, Pandas | Repo |
| 7 | Topic Modeling with BERTopic | BERTopic | Repo |
| 8 | Dialogue Summarization with Large Language Model | Hugging Face Transformers | Repo |
| 9 | Contextual RAG System with Hybrid Search and Reranking | LangChain | Repo |
chatterjeesaurabh/Natural-Language-Processing
Folders and files
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