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NetApp artificial intelligence solutions

Amazon FSx for NetApp ONTAP (FSx ONTAP) for MLOps

Contributors kevin-hoke
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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.

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.