AWS SageMaker

Collaborative Infrastructure as Design: Collaboratively manage infrastructure with your coworkers synchronously sharing the same designs.

Key Features

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

Components

field-export

adopted-resource

app

model-explainability-job-definition

data-quality-job-definition

domain

endpoint

model

endpoint-config

feature-group

hyper-parameter-tuning-job

model-bias-job-definition

model-package

model-package-group

model-quality-job-definition

monitoring-schedule

notebook-instance

notebook-instance-lifecycle-config

pipeline

pipeline-execution

processing-job

training-job

transform-job

user-profile

inference-component

labeling-job

space

iam-role-selector