Audience

Developers searching for a purpose-built tool to gain greater insights into their ML training data and models

About Amazon SageMaker Clarify

Amazon SageMaker Clarify provides machine learning (ML) developers with purpose-built tools to gain greater insights into their ML training data and models. SageMaker Clarify detects and measures potential bias using a variety of metrics so that ML developers can address potential bias and explain model predictions. SageMaker Clarify can detect potential bias during data preparation, after model training, and in your deployed model. For instance, you can check for bias related to age in your dataset or in your trained model and receive a detailed report that quantifies different types of potential bias. SageMaker Clarify also includes feature importance scores that help you explain how your model makes predictions and produces explainability reports in bulk or real time through online explainability. You can use these reports to support customer or internal presentations or to identify potential issues with your model.

Integrations

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Company Information

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

Videos and Screen Captures

Amazon SageMaker Clarify Screenshot 1
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Product Details

Platforms Supported
Cloud
Training
Documentation
Support
Online

Amazon SageMaker Clarify Frequently Asked Questions

Q: What kinds of users and organization types does Amazon SageMaker Clarify work with?
Q: What languages does Amazon SageMaker Clarify support in their product?
Q: What kind of support options does Amazon SageMaker Clarify offer?
Q: What other applications or services does Amazon SageMaker Clarify integrate with?
Q: What type of training does Amazon SageMaker Clarify provide?

Amazon SageMaker Clarify 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