Amazon SageMaker Clarify vs. Amazon Web Services (AWS) Comparison


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About 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.	About Amazon Web Services (AWS) is the world’s most comprehensive cloud platform, trusted by millions of customers across industries. From startups to global enterprises and government agencies, AWS provides on-demand solutions for compute, storage, networking, AI, analytics, and more. The platform empowers organizations to innovate faster, reduce costs, and scale globally with unmatched flexibility and reliability. With services like Amazon EC2 for compute, Amazon S3 for storage, SageMaker for AI/ML, and CloudFront for content delivery, AWS covers nearly every business and technical need. Its global infrastructure spans 120 availability zones across 38 regions, ensuring resilience, compliance, and security. Backed by the largest community of customers, partners, and developers, AWS continues to lead the cloud industry in innovation and operational expertise.
Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook	Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook
Audience Developers searching for a purpose-built tool to gain greater insights into their ML training data and models	Audience AWS is built for developers, enterprises, startups, and government organizations that need scalable, secure, and innovative cloud solutions to accelerate digital transformation
Support Phone Support 24/7 Live Support Online	Support Phone Support 24/7 Live Support Online
API Offers API	API Offers API
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Free Trial	Pricing No information available. Free Version Free Trial
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 4.8 / 5 ease 4.7 / 5 features 5.0 / 5 design 4.5 / 5 support 4.8 / 5 Read all reviews
Training Documentation Webinars Live Online In Person	Training Documentation Webinars Live Online In Person
Company Information Amazon Founded: 2006 United States aws.amazon.com/sagemaker/clarify/	Company Information Amazon Founded: 1994 United States aws.amazon.com
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Categories AI Infrastructure Machine Learning	Categories AI Agent Infrastructure AI Cloud Providers Cloud Hosting Cloud Management Cloud Service Providers Cloud Storage DevOps Hybrid Cloud Infrastructure-as-a-Service (IaaS) IT Management Platform as a Service (PaaS) Server Management Web Hosting
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Integrations Amazon SageMaker Amazon SageMaker Unified Studio ATIPXpress AWS Connected Vehicle Solution Amazon EC2 G5 Instances Amazon Kendra Amazon SageMaker Data Wrangler CostVisualizer Kipps.AI MicroK8s Orchid Link QiO Foresight Platform Sedai Singu Guestbook Sirona StackGen TCS Optumera VMware NSX cloudNito env0 Show More Integrations View All 3 Integrations	Integrations Amazon SageMaker Amazon SageMaker Unified Studio ATIPXpress AWS Connected Vehicle Solution Amazon EC2 G5 Instances Amazon Kendra Amazon SageMaker Data Wrangler CostVisualizer Kipps.AI MicroK8s Orchid Link QiO Foresight Platform Sedai Singu Guestbook Sirona StackGen TCS Optumera VMware NSX cloudNito env0 Show More Integrations View All 3107 Integrations
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