Azure Batch, Containers and Machine Learning
I often encounter into a situation that I need a big virtual machine to run some Python script to train a machine learning model because the training dataset is bigger than my machine’s memory. Most of time, I would go to Azure portal, create a big VM, run it and tear it down because it is too expensive to leave the big VM running always. It is just too much overhead for the whole process and it become very costly if I want to run multiple experiment. ...