Natural-Language-Processing

The repository for NLP projects like Sentiment Analysis, Part of Speech, Topic Modeling, Machine Translation, Chatbox, DNN speech Recognizer etc.

Project 1

• Email spam
  • This project is based on Naive Baysian Classifier, and predict the Email categories.
  • It is a Lazy Learning algorithm to generate the prior table, and estimate the posterior.

Project 2

• Hidden Markov Model for Part of Speech
• BERT model for Part of Speech

Project 3.

• Sentiment Analysis using Xgboost, LSTM and Bert model
• Model deployment using Sagemake, Lambda and API Gateway

Project 4.

• Machine Translation

Project 5.

• Acoustic Speech Recognition (ASR)
• DNN