Related Products
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About
With Amazon SageMaker Model Monitor, you can select the data you would like to monitor and analyze without the need to write any code. SageMaker Model Monitor lets you select data from a menu of options such as prediction output, and captures metadata such as timestamp, model name, and endpoint so you can analyze model predictions based on the metadata. You can specify the sampling rate of data capture as a percentage of overall traffic in the case of high volume real-time predictions, and the data is stored in your own Amazon S3 bucket. You can also encrypt this data, configure fine-grained security, define data retention policies, and implement access control mechanisms for secure access. Amazon SageMaker Model Monitor offers built-in analysis in the form of statistical rules, to detect drifts in data and model quality. You can also write custom rules and specify thresholds for each rule.
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About
E2E modeling that integrates Business perspective and subject matter expertise with data science (Statistical Models + ML + Business context and objectives). This combination is material to health and competitive advantage of the BFSI.
• Models developed on KuantSol are stable, optimal, standardized and can be leveraged for long periods of time.
• Standardized model documentation for federal regulators that is Submission-ready.
• Purpose-built configuration options at every decision step and a comprehensive output analysis make the end model explainable to auditors, regulators, and executives. Leading ML/AI vendors, for example, offer a few model options and selection criteria. Consulting firms may offer more but would require more time and expert resources; KuantSol offers 150+
• KuantSol advanced configuration enables auto model development.
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Audience
Developers searching for an advanced Machine Learning solution
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Audience
Banks, Credit Unions, Fintechs
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Support
Phone Support
24/7 Live Support
Online
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Support
Phone Support
24/7 Live Support
Online
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API
Offers API
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API
Offers API
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Screenshots and Videos |
Screenshots and Videos |
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Pricing
No information available.
Free Version
Free Trial
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Pricing
No information available.
Free Version
Free Trial
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Reviews/
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Reviews/
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Training
Documentation
Webinars
Live Online
In Person
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Training
Documentation
Webinars
Live Online
In Person
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Company InformationAmazon
Founded: 2006
United States
aws.amazon.com/sagemaker/model-monitor/
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Company InformationKuantSol
Founded: 2021
United States
www.kuantsol.ai
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Categories |
Categories |
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Machine Learning Features
Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools
Templates
Visualization
Financial Risk Management Features
Compliance Management
Credit Risk Management
For Hedge Funds
Liquidity Analysis
Loan Portfolio Management
Market Risk Management
Operational Risk Management
Portfolio Management
Portfolio Modeling
Risk Analytics Benchmarks
Stress Tests
Value At Risk Calculation
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Integrations
Amazon SageMaker
Amazon Web Services (AWS)
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