Overview

ML platform is infrastructure-as-a-code solution which provides tooling and automation to develop, test, pass though CI pipeline, create artefacts and release as REST endpoint. Platform support two ways of serving: through standard SageMaker REST endpoints or running on top of Kubernetes. CloudFormation link: https://griddynamics-analytical-data-platform-releases.s3.amazonaws.com/platform/2023-02-16-marketplace/cloudformation/l2/case-mlops.yaml

Highlights

MLOps CI/CD for ML models MLflow Sagemaker Model serving Feature store Model store

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Grid Dynamics

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Analytical Data Platform: MLOps

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Usage information

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Version

Delivery details

MLOps 1.0

Supported services: Learn more

Amazon EKS

Container image

Containers are lightweight, portable execution environments that wrap server application software in a filesystem that includes everything it needs to run. Container applications run on supported container runtimes and orchestration services, such as Amazon Elastic Container Service (Amazon ECS) or Amazon Elastic Kubernetes Service (Amazon EKS). Both eliminate the need for you to install and operate your own container orchestration software by managing and scheduling containers on a scalable cluster of virtual machines.

Version release notes

Images were updated.

Additional details

Usage instructions

Usage Instructions: https://blog.griddynamics.com/deploy-analytical-data-platform-on-aws-in-one-day/

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Please allow 24 hours. Phone: +1 (650) 523-5000; Email: sales@griddynamics.com

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