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BERTUnderstanding_And_Trainng_plus_FineTuning_of_SentenceTransformer.ipynb
BERTUnderstanding_And_Trainng_plus_FineTuning_of_SentenceTransformer.ipynb
 
 
BERT_Classification_Custom_Data_Transfer_Learning.ipynb
BERT_Classification_Custom_Data_Transfer_Learning.ipynb
 
 
DeepNeuralNetwork_PyTorch.ipynb
DeepNeuralNetwork_PyTorch.ipynb
 
 
DeepNeuralNetwork_PyTorch_v2_22102024.ipynb
DeepNeuralNetwork_PyTorch_v2_22102024.ipynb
 
 
End-to-End NLP TFIDF LinkedIn Practise.ipynb
End-to-End NLP TFIDF LinkedIn Practise.ipynb
 
 
End-to-End NLP doc2vec LinkedIn Practise.ipynb
End-to-End NLP doc2vec LinkedIn Practise.ipynb
 
 
End-to-End NLP word2vec LinkedIn Practise.ipynb
End-to-End NLP word2vec LinkedIn Practise.ipynb
 
 
GPT2_Text_Generation.ipynb
GPT2_Text_Generation.ipynb
 
 
LSTM_Neural_Machine_Translation_Encoder_Decoder.ipynb
LSTM_Neural_Machine_Translation_Encoder_Decoder.ipynb
 
 
LSTM_forClassification_usingPyTorch_16052024.ipynb
LSTM_forClassification_usingPyTorch_16052024.ipynb
 
 
LSTMclassifier_SMS_Spam_usingKeras.ipynb.ipynb
LSTMclassifier_SMS_Spam_usingKeras.ipynb.ipynb
 
 
NLP_Classification_Huggingface_BERT_TransferLearningWith_1_Last_Extra_Layer_PyTorch_and.ipynb
NLP_Classification_Huggingface_BERT_TransferLearningWith_1_Last_Extra_Layer_PyTorch_and.ipynb
 
 
NLP_TextClassification_UsingPretrainedEmbeddingFromGlove_and_singleLayerNN_in_PyTorch.ipynb
NLP_TextClassification_UsingPretrainedEmbeddingFromGlove_and_singleLayerNN_in_PyTorch.ipynb
 
 
PyTorch_tutorial_v2.ipynb
PyTorch_tutorial_v2.ipynb
 
 
README.md
README.md
 
 
SCC_LDA_TopicModeling_v0.ipynb
SCC_LDA_TopicModeling_v0.ipynb
 
 
Transformers_from_Scratch.ipynb
Transformers_from_Scratch.ipynb
 
 

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NLP_ML_Models

TF-IDF; Word Embeddings(word2vec, Glove, doc2vec); transformers (BERT, RoBERTa, etc.), etc.

NLP Libraries used: Tensorflow, PyTorch, transformers by huggingface, gensim, spacy, etc.

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NLP use cases using popular solutions: Frequency Embeddings, Word embedding (word2vec, doc2vec, Glove), RNN,LSTM, Transformers-BERT, Sentence_Transformers etc. PyTorch

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word2vec tfidf nlp-machine-learning doc2vec sentence-transformers

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