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Average Ratings 0 Ratings

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ease
features
design
support

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Write a Review

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

Use concise, targeted large business insights to take effective action. With detailed and accurate large business intelligence, transform your business data into actionable insights. Sage Enterprise Intelligence gives managers, business users, and executives the ability to create and analyze business reports, dashboards, or views on their terms. It allows for intuitive viewing via a web interface, mobile devices or an Excel-based interface. You can access information quickly, wherever and whenever you want it. A large collection of templates makes it easier to reduce the time it takes to gather and prepare reports. This will allow you to make better decisions and get to your goals faster. Easy-to-use analytics tools will help you cut through the noise and focus your attention on the most important parts of your business. Business intelligence is a powerful presentation of data that provides a clear picture of the entire organization.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

Amazon SageMaker
Amazon SageMaker Unified Studio
Amazon Web Services (AWS)
Codeless Platforms BPA Platform
DataServ
Kinective Bridge
Microsoft Excel
Sage 300
Sage 500
Sage X3

Integrations

Amazon SageMaker
Amazon SageMaker Unified Studio
Amazon Web Services (AWS)
Codeless Platforms BPA Platform
DataServ
Kinective Bridge
Microsoft Excel
Sage 300
Sage 500
Sage X3

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

Sage

Founded

1981

Country

United Kingdom

Website

www.sage.com/en-us/products/enterprise-intelligence/

Product Features

Machine Learning

Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools
Templates
Visualization

Product Features

Business Intelligence

Ad Hoc Reports
Benchmarking
Budgeting & Forecasting
Dashboard
Data Analysis
Key Performance Indicators
Natural Language Generation (NLG)
Performance Metrics
Predictive Analytics
Profitability Analysis
Strategic Planning
Trend / Problem Indicators
Visual Analytics

Alternatives

Alternatives