AWS SageMaker

AWS SageMaker with Meshery

Collaborative and visual infrastructure as code for AWS SageMaker

Features

  • Choice of ML tools
  • Repeatable and responsible ML workflows
  • Human-in-the-loop

Overview

Amazon SageMaker is a fully managed service that brings together a broad set of tools to enable high-performance, low-cost machine learning (ML) for any use case.

Collaboratively and visually diagram your cloud native infrastructure with GitOps-style pipeline integration. Design, test, and manage configuration your Kubernetes-based, containerized applications as a visual topology.

Looking for best practice cloud native design and deployment best practices? Choose from thousands of pre-built components in MeshMap. Choose from hundreds of ready-made design patterns by importing templates from Meshery Catalog or use our low code designer, MeshMap, to create and deploy your own cloud native infrastructure designs.

See Documentation

AWS SageMaker Components (25)

field-export

field export

adopted-resource

adopted resource

app

app

model-explainability-job-definition

model explainability job definition

data-quality-job-definition

data quality job definition

domain

domain

endpoint

endpoint

model

model

endpoint-config

endpoint config

feature-group

feature group

hyper-parameter-tuning-job

hyper parameter tuning job

model-bias-job-definition

model bias job definition

model-package

model package

model-package-group

model package group

model-quality-job-definition

model quality job definition

monitoring-schedule

monitoring schedule

notebook-instance

notebook instance

notebook-instance-lifecycle-config

notebook instance lifecycle config

pipeline

pipeline

pipeline-execution

pipeline execution

processing-job

processing job

training-job

training job

transform-job

transform job

user-profile

user profile

inference-component

inference component

AWS Orchestration and Diagramming Software

Orchestrate and Design Amazon Web Services architecture diagrams easily with predefined templates and symbols designed for professionals.

  • Performance Icon
    Extensive library of integrations
  • Configuration Icon
    Infrastructure orchestration
  • Performance Icon
    Multi-player editing
  • Performance Icon
    Ready-to-use templates
  • Configuration Icon
    Visual drag & drop
  • Performance Icon
    Operate with No Code

How it Works

See It in Action

Better together - AWS SageMaker with Meshery

Collaborative Infrastructure as Code

Collaboratively manage infrastructure with your coworkers synchronously sharing the same designs.

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Related Integrations

290+ Built-In Integrations

Support for your Cloud Native Infrastructure and Apps

All (283)

Provisioning (46)

App Definition and Development (72)

Cloud Native Network (33)

Runtime (14)

Orchestration & Management (22)

    Layer5, the cloud native management company

    An empowerer of engineers, Layer5 helps you extract more value from your infrastructure. Creator and maintainer of cloud native standards. Maker of Meshery, the cloud native manager.