We can now download the data and code for the book by cloning the code repository to your machine:
$ git clone \
https://github.com/PacktPublishing/Building-Machine-Learning-Systems-with-Python-Third-edition
$ cd BuildingMachineLearningSystemsWithPython
$ cd ch14
Finally, we run this following command:
$ jug execute
This would work just fine, but we would have to wait a long time for the results. Our free tier machine (of type t2.micro) is not very fast and only has a single processor. So, we will upgrade our machine!
We go back to the EC2 console and right-click on the running instance to get the pop-up menu. We need to first stop the instance. This is the virtual machine equivalent to powering off. You can stop your machines at any time. At this point, you stop paying for them. Note that you are still using disk space, which also has a cost...
