Sometimes it is useful to create a single playbook or role that does multiple steps, but not steps you want to run every time. You can use ‘tags’ to only include or exclude certain tasks in a playbook. To look at this concept I will use a playbook for creating...
A data scientist will often modify their training dataset many times as they iterate through different training runs, using different normalization techniques, hyperparameters, etc. This can become a problem if the data scientist ever needs to revert back to a...
The NetApp Data Science Toolkit is a Python program that makes it simple for data scientists and data engineers to perform advanced data management tasks. This Python program can function as either a command line utility or a library of functions that can be imported...
Moving demanding enterprise applications to the cloud often exposes you to highly complex challenges. Whether you’re dealing with performance and latency limitations or developing your own tools to protect critical data, there are serious issues to struggle...
Now is as good a time as ever to move to the latest Trident release. The team is committed to delivering four releases in every calendar year. Each release builds on top of the previous one, providing improved feature support and enhanced capabilities that aim to make...
