Deep Learning with Keras

Installing Keras on Google Cloud ML

Installing Keras on Google Cloud is very simple. First, we can install Google Cloud (for the downloadable file, refer to https://cloud.google.com/sdk/), a command-line interface for Google Cloud Platform; then we can use CloudML, a managed service that enables us to easily build machine, learning models with TensorFlow. Before using Keras, let's use Google Cloud with TensorFlow to train an MNIST example available on GitHub. The code is local and training happens in the cloud:

In the following screenshot, you can see how to run a training session:

We can use TensorBoard to show how cross-entropy decreases ...