Develop, Train and Deploy TensorFlow Models using Google Cloud AI Platform

The TensorFlow ecosystem has become very popular for developing applications involving deep learning. One of the reasons is that it has a strong community and a lot of tools have been developed around the core library to support developers. In this tutorial, I will guide you through how to prototype models in google colab, train it on Google Cloud AI Platform, and deploy the finalized model on Google Cloud AI Platform for production. I will include the working Google colab notebooks to recreate the work. Google colab is a free resource for prototyping models in TensorFlow and comes with various runtime.