Bag of words text classification

This workshop covers:

  • Training a model with Tensorflow.js inside Cloud Functions using data from Firestore (JavaScript only).
  • Retraining a model; Saving and loading a model.
  • Making predictions with a cloud function.

The developed model can predict if a comment is positive or negative. We train it with data from the Firestore database. The code can be easily modified to predict star reviews, app statistics, etc.



Training the model, gif


Doing predictions with the model, gif