ETL, Explainability, Metadata and Software Development

Integrate SaaS platforms with Amazon SageMaker to enable ML-powered applications

AWS Machine Learning Blog

JULY 6, 2023

Most of the options explained are also applicable if SageMaker is running in the SaaS AWS account. In some cases, an ISV may deploy their software in the customer AWS account. The open-source Custom Connector SDK enables the development of a private, shared, or public connector using Python or Java.

ML Metadata Data Scientist ETL

How to Build a CI/CD MLOps Pipeline [Case Study]

The MLOps Blog

MARCH 15, 2023

In the case of our CI/CD-MLOPs system, we stored the model versions and metadata in the data storage services offered by AWS i.e Licensing costs: Oftentimes, we need third-party software libraries to power our solutions. If you aren’t aware already, let’s introduce the concept of ETL. S3 buckets.

ETL

ETL Data Drift Machine Learning ML

Artificial Intelligence Zone

Integrate SaaS platforms with Amazon SageMaker to enable ML-powered applications

How to Build a CI/CD MLOps Pipeline [Case Study]

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