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Description
Amazon SageMaker Clarify offers machine learning (ML) practitioners specialized tools designed to enhance their understanding of ML training datasets and models. It identifies and quantifies potential biases through various metrics, enabling developers to tackle these biases and clarify model outputs. Bias detection can occur at different stages, including during data preparation, post-model training, and in the deployed model itself. For example, users can assess age-related bias in both their datasets and the resulting models, receiving comprehensive reports that detail various bias types. In addition, SageMaker Clarify provides feature importance scores that elucidate the factors influencing model predictions and can generate explainability reports either in bulk or in real-time via online explainability. These reports are valuable for supporting presentations to customers or internal stakeholders, as well as for pinpointing possible concerns with the model's performance. Furthermore, the ability to continuously monitor and assess model behavior ensures that developers can maintain high standards of fairness and transparency in their machine learning applications.
Description
In the insurance industry, knowledge is essential for success, yet when crucial information is scattered across various platforms and drives, retrieving it can become a frustratingly slow process. With updates and bulletins frequently issued, staying informed can feel overwhelming. However, Sage’s centralized announcement center simplifies this task, allowing your team to remain updated on changes in real-time. If your team is familiar with Google, they'll find Sage just as user-friendly. Accessing the platform is straightforward—simply log in via a browser without the need for software installations, IT setups, or extensive training. Additionally, Sage provides valuable analytics that reveal user inquiries and their frequency, offering insights into both information and training deficiencies within your organization, as well as highlighting potential new product and market avenues. The intuitive quick filters refine search results, info cards present key highlights, and a date stamp indicates the recency of the information. Furthermore, the complete source document is easily accessible with just a single click, ensuring that you're always equipped with the most up-to-date resources. This seamless integration of information not only enhances productivity but also empowers your team to make informed decisions swiftly.
API Access
Has API
API Access
Has API
Integrations
Amazon SageMaker
Amazon SageMaker Unified Studio
Amazon Web Services (AWS)
Integrations
Amazon SageMaker
Amazon SageMaker Unified Studio
Amazon Web Services (AWS)
Pricing Details
No price information available.
Free Trial
Free Version
Pricing Details
No price information available.
Free Trial
Free Version
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Vendor Details
Company Name
Amazon
Founded
2006
Country
United States
Website
aws.amazon.com/sagemaker/clarify/
Vendor Details
Company Name
ProNavigator
Founded
2016
Country
Canada
Website
pronavigator.ai/
Product Features
Machine Learning
Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools
Templates
Visualization
Product Features
Insurance Agency
Claims Management
Commission Management
Contact Management
Document Management
Insurance Rating
Life & Health
Policy Management
Property & Casualty
Quote Management
Knowledge Management
Artificial Intelligence (AI)
Cataloging / Categorization
Collaboration
Content Management
Decision Tree
Discussion Boards
Full Text Search
Knowledge Base Management
Self Service Portal