Audience

Companies looking for an advance Machine Learning solution to easily operate machine learning models running on edge devices

About Amazon SageMaker Edge

The SageMaker Edge Agent allows you to capture data and metadata based on triggers that you set so that you can retrain your existing models with real-world data or build new models. Additionally, this data can be used to conduct your own analysis, such as model drift analysis. We offer three options for deployment. GGv2 (~ size 100MB) is a fully integrated AWS IoT deployment mechanism. For those customers with a limited device capacity, we have a smaller built-in deployment mechanism within SageMaker Edge. For customers who have a preferred deployment mechanism, we support third party mechanisms that can be plugged into our user flow. Amazon SageMaker Edge Manager provides a dashboard so you can understand the performance of models running on each device across your fleet. The dashboard helps you visually understand overall fleet health and identify the problematic models through a dashboard in the console.

Integrations

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Company Information

Amazon
Founded: 2006
United States
aws.amazon.com/sagemaker/edge/

Videos and Screen Captures

Amazon SageMaker Edge Screenshot 1
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Product Details

Platforms Supported
Cloud
Training
Documentation
Support
Online

Amazon SageMaker Edge Frequently Asked Questions

Q: What kinds of users and organization types does Amazon SageMaker Edge work with?
Amazon SageMaker Edge works with these users and organization types: Mid Size Business, Small Business, Enterprise, Freelance, Nonprofit, Government, and Startup.
Q: What languages does Amazon SageMaker Edge support in their product?
Amazon SageMaker Edge supports these languages: English.
Q: What kind of support options does Amazon SageMaker Edge offer?
Amazon SageMaker Edge offers support via online.
Q: What other applications or services does Amazon SageMaker Edge integrate with?
Amazon SageMaker Edge integrates with: Amazon SageMaker Unified Studio, Amazon SageMaker, and Amazon Web Services (AWS).
Q: What type of training does Amazon SageMaker Edge provide?
Amazon SageMaker Edge provides training in the form of documentation.

Amazon SageMaker Edge Product Features

Machine Learning

Deep Learning Not Supported
ML Algorithm Library Not Supported
Model Training Not Supported
Natural Language Processing (NLP) Not Supported
Predictive Modeling Not Supported
Templates Not Supported
Visualization Not Supported
Statistical / Mathematical Tools Not Supported