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...
One of the top requirements for today’s IT industry is automation with industry-standard techniques. NetApp is one of the first companies to create its own proprietary APIs (called Zephyr APIs or ONTAPI). NetApp created client libraries so that users could consume...
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...
NetApp® ONTAP® REST APIs are available starting with ONTAP 9.6, the primary external-facing API for the long term. To help CLI and ONTAP users transition to the ONTAP REST API, ONTAP provides a private REST API endpoint that can be used to access any CLI command....
One of the new 20.07 features that I’m interested in is ontap-san imports. For a while now, users of ONTAP clusters have been looking for a way to bring preexisting SAN volumes into their Kubernetes clusters through Trident. Importing existing data stores as...
