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Text Preprocessing, Embedding Methods such as BoW, TF-IDF and Word2Vec, Text Classification using LSTM, Topic Modeling with LDA and BERTopic.

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chatterjeesaurabh/Natural-Language-Processing

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Natural Language Processing

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

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Text Preprocessing, Embedding Methods such as BoW, TF-IDF and Word2Vec, Text Classification using LSTM, Topic Modeling with LDA and BERTopic.

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