- implementation of regex in python using
relibrary andnltklibrary - filter emails from a text file using regex
- data preprocessing on pizza_train.csv file which contains pizza orders
- bigram model
- RNN model
- test the model on masked_pizza_test.csv file which contains pizza orders with masked words
- data preprocessing on tweets data
- sentimental analysis using Logistic Regression
- sentimental analysis using Naive Bayes Classifier
- preprocessing on data in word_embeddings_subset.p file whis is subset of google news word embeddings
- apply cosine similarity on the data
- apply PCA on the data
- plot the data
- NER dataset class
- NER model
- training
- evaluation