Tweet Sentiment Analysis-with-DeepLearning

This Repository contains all the deep learning techniques applied for tweet sentiment analysis with different use cases

DATA:

• Data is taken from the Kaggle
• Link to Dataset:- https://www.kaggle.com/c/tweet-sentiment-extraction/data

TASK:

Apply Deep learning techniques to classify the tweets and extract the tweets

Task Performed:

• Started with the basic Multi layer Perceptron
• Applied State of the Art Models as Transformers
• Understanding and classify the user sentiments

Models Learned

• MLP
• RNN
• LSTM
• Bi-LSTM
• GRU
• Bi-GRU
• BERT
• ROBERTa
• XLNet
• DistillBERT

Future Task

• Building the GUI interface with the models learned
• Possibly deploying the models in the Multiple Platforms