How to Build an End-to-End Text Classification with TensorFlow

https://github.com/johnidm/tensorflow-docker-packed

The problem

We want to build a application to classify category news

Strategy Decision

API RESTFul

Test with model

Notebook training

Load the model when app start

Versioning the data

Project Structure

management project dependecies

writing tests

make commands

building a container

notebooks folder

training and consuming the model