Too Long; Didn't Read
Using Deep Learning ML techniques to predict moods using Twitter data, I decided to use a few deep-learning ML techniques. This article assumes a basic knowledge of data science and NLP (Natural Language Processing) We will see how RNN based models (LSTM, GRU, Bi-directional LSTM) perform with an external embedding which has been trained and distilled on a very large corpus of data as well as with an internal embedding. An auto-encoder attempts to copy its input to its output through an encoder and decoder architecture.