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NetApp Solutions

Amazon FSx for NetApp ONTAP (FSx ONTAP) for MLOps

Contributors kevin-hoke UKGANG
PDFs

This section delves into the practical application of AI infrastructure development, providing an end-to-end walkthrough of constructing an MLOps pipeline using FSx ONTAP. Comprising three comprehensive examples, it guides you to meet your MLOps needs via this powerful data management platform.

Author(s):
Jian Jian (Ken), Senior Data & Applied Scientist, NetApp

These articles focus on:

  1. Part 1 - Integrating Amazon FSx for NetApp ONTAP (FSx ONTAP) as a private S3 bucket into AWS SageMaker

  2. Part 2 - Leveraging Amazon FSx for NetApp ONTAP (FSx ONTAP) as a Data Source for Model Training in SageMaker

  3. Part 3 - Building A Simplified MLOps Pipeline (CI/CT/CD)

By the end of this section, you will have gained a solid understanding of how to use FSx ONTAP to streamline MLOps processes.