/Natural-Language-Processing-Specialization

The repository contains my learnings, notebooks from Natural Language Processing Specialization by deeplearning.ai on Coursera

Primary LanguageJupyter NotebookApache License 2.0Apache-2.0

Natural Language Processing Specialization


Use logistic regression, naïve Bayes, and word vectors to implement sentiment analysis, complete analogies & translate words


Use dynamic programming, hidden Markov models, and word embeddings to implement autocorrect, autocomplete & identify part-of-speech tags for words


Use recurrent neural networks, LSTMs, GRUs & Siamese network in TensorFlow & Trax for sentiment analysis, text generation & named entity recognition


Attention based Models / Transformer based Models


Additional Resources: