The deploy.yaml deploys a Jupyter environment with Python kernel, which is a popular environment for data scientists today. The deployment comes with TensorFlow and a notebook for training a convolutional neural network on the MNIST dataset for handwritten digits recognition.
For more information, see the GitHub repo, and this guide titled Machine Learning on Akash DeCloud (Part 1/3): Training CNN on MNIST using TensorFlow.