As for instructing by yourself data science, you are able to do so with just 8GB RAM. Even the heaviest IDEs received’t demand you to have far more. You can also use 8GB RAM to check tiny data set samples for DL & ML once again ahead of uploading it for the cloud (usually you're taking a small batch