In this file 4 different applications of natural language processing is available.
Embeddings are great. You can even create a recommender system using them. Two ipyb notebooks are dedicated to application of embeddings.
BRNN application to translate English sentences to French
Comparison of SimpleRNN, GRU, LSTM layers in spam text classification task.
These notebooks are part of the lectures I have given at inzva Applied AI study group. Whole repository is here: https://github.com/inzva/Applied-AI-Study-Group-2020-June
Lectures are available on YouTube in Turkish. You can see them from: https://www.youtube.com/watch?v=nj2zBTkQDxc&list=PLhnxo6HZwBgnTokZUfwM-sM0-DXRyp-rl&index=10&ab_channel=inzvateam