My project about automatic marks evaluation for a student Paragraph write I have text data and labels of marks, we extract the text and we remove the noise data and after that, we used NLTK N-grams and after that, we tokenize the data we applied the sequence padding after that we applied LSTM recurrent neural network for model building.

End-to-end model for Automated Essay Scoring based on students' answers using Bert model and deployed into Azure ML.